https://github.com/GPflow/GPflow
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Tip revision: 5c6924058fe8b5fe2cca25aaa8427d12951c89b4 authored by hrs13 on 29 January 2019, 16:10:40 UTC
changed behaviour of multisample kernels. Now cov(SND,SMD) assumes that the samples are paired over S and returns SNM (rather than SNSM), and cov(ND,SMD) is SNM (rather than NSM)
Tip revision: 5c69240
saver.py
# Copyright 2018 Artem Artemev @awav
#
# 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.


from datetime import datetime

import h5py
import numpy as np
import tensorflow as tf

from .coders import CoderDispatcher
from .context import BaseContext
from .serializers import HDF5Serializer


class SaverContext(BaseContext):
    def __init__(self, version=None, serializer=None, **kwargs):
        super().__init__(**kwargs)
        self.serializer = HDF5Serializer if serializer is None else serializer


class Saver:
    def save(self, pathname, target, context=None):
        context = Saver.__get_context(context)
        encoded_target = CoderDispatcher(context).encode(target)
        context.serializer(context).dump(pathname, encoded_target)

    def load(self, pathname, context=None):
        context = Saver.__get_context(context)
        encoded_target = context.serializer(context).load(pathname)
        return CoderDispatcher(context).decode(encoded_target)

    @staticmethod
    def __get_context(context):
        if context is None:
            context = SaverContext()
        if not isinstance(context, SaverContext):
            raise ValueError('The context must be instance of "SaverContext" class.')
        return context
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