test_py_reader_error_msg.py

# Copyright (c) 2019 PaddlePaddle Authors. 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.

import paddle.fluid as fluid
import unittest
import numpy as np
import paddle


class TestPyReaderErrorMsg(unittest.TestCase):

    def test_check_input_array(self):
        fluid.reader.GeneratorLoader._check_input_array([
            np.random.randint(100, size=[2]),
            np.random.randint(100, size=[2]),
            np.random.randint(100, size=[2])
        ])
        self.assertRaises(TypeError,
                          fluid.reader.GeneratorLoader._check_input_array, [
                              np.random.randint(100, size=[2]),
                              np.random.randint(100, size=[1]),
                              np.random.randint(100, size=[3])
                          ])


class TestDoubleBufferAPI(unittest.TestCase):

    def test_double_buffer(self):
        paddle.enable_static()
        if fluid.core.is_compiled_with_cuda():
            reader = fluid.layers.py_reader(capacity=64,
                                            shapes=[(-1, 1, 28, 28), (-1, 1)],
                                            dtypes=['float32', 'int64'],
                                            use_double_buffer=False)
            reader = fluid.layers.double_buffer(reader,
                                                place=fluid.core.CUDAPlace(0))
            image, label = fluid.layers.read_file(reader)


if __name__ == '__main__':
    unittest.main()