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import cv2
import unittest
from dyda_utils import tools
from dyda_utils import tinycv
from dyda_utils import lab_tools
from dyda_utils import dict_comparator
from dyda.components.image_processor import ResizeImageProcessor
# pull test data from gitlab
print('[Test_ResizeImageProcessor] INFO: Pull 18 KB files from gitlab. ')
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'05e15e0a9133b30f5bfbe6c02d6847a4/input_img.png.0'
input_data = lab_tools.pull_img_from_gitlab(input_url)
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'89e5f0abb7fc8a8f1591a45a105e6fca/dyda.config.ResizeImageProcessor'
dyda_config_ResizeImageProcessor = lab_tools.pull_json_from_gitlab(
config_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'42a4b5bc1dc5f0ec8aad0ac58abdb699/TestResizeImageProcessor_simple.bmp.0'
output_ResizeImageProcessor = lab_tools.pull_img_from_gitlab(output_url)
results_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'd291d335efe85ca594207fb4ff301a7b/TestResizeImageProcessor_simple.json'
results_ResizeImageProcessor = lab_tools.pull_json_from_gitlab(results_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'42a4b5bc1dc5f0ec8aad0ac58abdb699/TestResizeImageProcessor_simple.bmp.0'
output_ResizeImageProcessor = lab_tools.pull_img_from_gitlab(output_url)
class TestResizeImageProcessor_simple(unittest.TestCase):
""" Test simple case. """
def test_main_process(self):
""" Main process of unit test. """
# initialization
comp = ResizeImageProcessor(
dyda_config_path=dyda_config_ResizeImageProcessor)
# run component
comp.reset()
comp.input_data = input_data
comp.run()
# compare output_data with reference
ref_data = output_ResizeImageProcessor
tar_data = comp.output_data
img_diff = lab_tools.img_comparator(tar_data, ref_data)
self.assertEqual(img_diff, 0.0)
# compare results with reference
ref_data = results_ResizeImageProcessor
tar_data = comp.results
report = dict_comparator.get_diff(ref_data, tar_data)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
class TestResizeImageProcessor_double(unittest.TestCase):
""" Double test simple case. """
def test_main_process(self):
""" Main process of unit test. """
# initialization
comp = ResizeImageProcessor(
dyda_config_path=dyda_config_ResizeImageProcessor)
# run component
comp.reset()
comp.input_data = input_data
comp.run()
comp.input_data = input_data
comp.run()
# compare output_data with reference
ref_data = output_ResizeImageProcessor
tar_data = comp.output_data
img_diff = lab_tools.img_comparator(tar_data, ref_data)
self.assertEqual(img_diff, 0.0)
# compare results with reference
ref_data = results_ResizeImageProcessor
tar_data = comp.results
report = dict_comparator.get_diff(ref_data, tar_data)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
class TestResizeImageProcessor_list(unittest.TestCase):
""" Test list of input. """
def test_main_process(self):
""" Main process of unit test. """
# initialization
comp = ResizeImageProcessor(
dyda_config_path=dyda_config_ResizeImageProcessor)
# run component
comp.reset()
comp.input_data = [input_data]
comp.run()
# compare output_data with reference
ref_data = output_ResizeImageProcessor
tar_data = comp.output_data[0]
img_diff = lab_tools.img_comparator(tar_data, ref_data)
self.assertEqual(img_diff, 0.0)
# compare results with reference
ref_data = results_ResizeImageProcessor
tar_data = comp.results[0]
report = dict_comparator.get_diff(ref_data, tar_data)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
if __name__ == '__main__':
unittest.main()
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