test_read_file.py

# Copyright (c) 2021 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 os
import cv2
import shutil
import unittest
import numpy as np

import paddle
from paddle.vision.ops import read_file, decode_jpeg


class TestReadFile(unittest.TestCase):
    def setUp(self):
        fake_img = (np.random.random((400, 300, 3)) * 255).astype('uint8')
        cv2.imwrite('fake.jpg', fake_img)

    def tearDown(self):
        os.remove('fake.jpg')

    def read_file_decode_jpeg(self):
        if not paddle.is_compiled_with_cuda():
            return

        img_bytes = read_file('fake.jpg')

        img = decode_jpeg(img_bytes, mode='gray')
        img = decode_jpeg(img_bytes, mode='rgb')

        img = decode_jpeg(img_bytes)

        img_cv2 = cv2.imread('fake.jpg')
        if paddle.in_dynamic_mode():
            np.testing.assert_equal(img.shape, img_cv2.transpose(2, 0, 1).shape)
        else:
            place = paddle.CUDAPlace(0)
            exe = paddle.static.Executor(place)
            exe.run(paddle.static.default_startup_program())
            out = exe.run(paddle.static.default_main_program(),
                          fetch_list=[img])

            np.testing.assert_equal(out[0].shape,
                                    img_cv2.transpose(2, 0, 1).shape)

    def test_read_file_decode_jpeg_dynamic(self):
        self.read_file_decode_jpeg()

    def test_read_file_decode_jpeg_static(self):
        paddle.enable_static()
        self.read_file_decode_jpeg()
        paddle.disable_static()


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