lightning/tests/helpers/test_datasets.py

40 lines
1.2 KiB
Python

# Copyright The PyTorch Lightning team.
#
# 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.
import pickle
import cloudpickle
import pytest
from tests import PATH_DATASETS
from tests.helpers.datasets import AverageDataset, MNIST, TrialMNIST
@pytest.mark.parametrize(
'dataset_cls,args', [
(MNIST, dict(root=PATH_DATASETS)),
(TrialMNIST, dict(root=PATH_DATASETS)),
(AverageDataset, dict()),
]
)
def test_pickling_dataset_mnist(tmpdir, dataset_cls, args):
mnist = dataset_cls(**args)
mnist_pickled = pickle.dumps(mnist)
pickle.loads(mnist_pickled)
# assert vars(mnist) == vars(mnist_loaded)
mnist_pickled = cloudpickle.dumps(mnist)
cloudpickle.loads(mnist_pickled)
# assert vars(mnist) == vars(mnist_loaded)