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Test: Add unit test cases for downsample_and_save_image function in u…
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import unittest | ||
from unittest import mock | ||
from unittest.mock import patch, MagicMock | ||
import os | ||
from PIL import Image | ||
from cautiousrobot.utils import log_response, update_log, process_csv, downsample_and_save_image | ||
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class TestDownsampleAndSaveImage(unittest.TestCase): | ||
"""Test the downsample_and_save_image function.""" | ||
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def setUp(self): | ||
self.image_dir_path = "test_images" | ||
self.downsample_dir_path = "downsampled_images" | ||
self.downsample_size = 100 | ||
self.log_errors = {} # Dictionary to store error logs | ||
self.error_log_filepath = "error_log.json" | ||
self.url = "http://example.com/image.jpg" | ||
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def tearDown(self): | ||
if os.path.exists(self.image_dir_path): | ||
os.rmdir(self.image_dir_path) | ||
if os.path.exists(self.downsample_dir_path): | ||
os.rmdir(self.downsample_dir_path) | ||
if os.path.exists(self.error_log_filepath): | ||
os.remove(self.error_log_filepath) | ||
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def mock_log_response_side_effect(self, log_errors, index, image, url, response_code): | ||
"""Helper function to mimic the behavior of log_response.""" | ||
log_errors[index] = {'image': image, 'url': url, 'response_code': response_code} | ||
return log_errors | ||
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@patch("os.makedirs") | ||
@patch("os.path.exists", return_value=False) | ||
@patch("PIL.Image.open") | ||
def test_downsample_and_save_image_success(self, mock_open, mock_exists, mock_makedirs): | ||
""" Test the successful downsampling and saving of an image. """ | ||
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mock_image = MagicMock(spec=Image.Image) | ||
mock_open.return_value = mock_image | ||
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# The image is resized to a new image | ||
mock_resized_image = MagicMock(spec=Image.Image) | ||
mock_image.resize.return_value = mock_resized_image | ||
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downsample_and_save_image( | ||
self.image_dir_path, | ||
"test_image.jpg", | ||
self.downsample_dir_path, | ||
self.downsample_size, | ||
self.log_errors, | ||
0, # image_index | ||
self.url, | ||
self.error_log_filepath | ||
) | ||
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mock_makedirs.assert_called_once_with(self.downsample_dir_path, exist_ok=False) | ||
mock_open.assert_called_once_with(f"{self.image_dir_path}/test_image.jpg") | ||
mock_image.resize.assert_called_once_with((self.downsample_size, self.downsample_size)) | ||
mock_resized_image.save.assert_called_once_with(f"{self.downsample_dir_path}/test_image.jpg") | ||
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@patch("os.makedirs") | ||
@patch("os.path.exists", return_value=True) | ||
@patch("PIL.Image.open", side_effect=FileNotFoundError("File not found")) | ||
@patch("cautiousrobot.utils.log_response") | ||
@patch("cautiousrobot.utils.update_log") | ||
def test_downsample_and_save_image_file_not_found(self, mock_update_log, mock_log_response, mock_open, mock_exists, mock_makedirs): | ||
""" Test the behavior when the image file is not found. """ | ||
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mock_log_response.side_effect = self.mock_log_response_side_effect | ||
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downsample_and_save_image( | ||
self.image_dir_path, | ||
"missing_image.jpg", | ||
self.downsample_dir_path, | ||
self.downsample_size, | ||
self.log_errors, | ||
0, # image_index | ||
self.url, | ||
self.error_log_filepath | ||
) | ||
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mock_makedirs.assert_not_called() | ||
mock_open.assert_called_once_with(f"{self.image_dir_path}/missing_image.jpg") | ||
mock_log_response.assert_called_once_with( | ||
self.log_errors, | ||
index=0, | ||
image="downsized_missing_image.jpg", | ||
url=self.url, | ||
response_code="File not found" | ||
) | ||
mock_update_log.assert_called_once_with( | ||
log=self.log_errors, | ||
index=0, | ||
filepath=self.error_log_filepath | ||
) | ||
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# Check the log error dictionary | ||
self.assertIn(0, self.log_errors) | ||
self.assertEqual(self.log_errors[0]['response_code'], "File not found") | ||
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@patch("os.makedirs") | ||
@patch("os.path.exists", return_value=False) | ||
@patch("PIL.Image.open", side_effect=Exception("Unexpected error")) | ||
@patch("cautiousrobot.utils.log_response") | ||
@patch("cautiousrobot.utils.update_log") | ||
def test_downsample_and_save_image_unexpected_error(self, mock_update_log, mock_log_response, mock_open, mock_exists, mock_makedirs): | ||
""" Test the behavior when an unexpected error occurs. """ | ||
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mock_log_response.side_effect = self.mock_log_response_side_effect | ||
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downsample_and_save_image( | ||
self.image_dir_path, | ||
"test_image.jpg", | ||
self.downsample_dir_path, | ||
self.downsample_size, | ||
self.log_errors, | ||
1, | ||
self.url, | ||
self.error_log_filepath | ||
) | ||
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mock_makedirs.assert_called_once_with(self.downsample_dir_path, exist_ok=False) | ||
mock_open.assert_called_once_with(f"{self.image_dir_path}/test_image.jpg") | ||
mock_log_response.assert_called_once_with( | ||
self.log_errors, | ||
index=1, | ||
image="downsized_test_image.jpg", | ||
url=self.url, | ||
response_code="Unexpected error" | ||
) | ||
mock_update_log.assert_called_once_with( | ||
log=self.log_errors, | ||
index=1, | ||
filepath=self.error_log_filepath | ||
) | ||
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self.assertIn(1, self.log_errors) | ||
self.assertEqual(self.log_errors[1]['response_code'], "Unexpected error") | ||
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if __name__ == "__main__": | ||
unittest.main() |