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import unittest
from dyda_utils import image
from dyda_utils import data
from dyda_utils import tools
from dyda_utils import lab_tools
from dyda.components.determinator import DeterminatorByRoi
from dyda.components.determinator import DeterminatorParkingLotStatus
from dyda.components.determinator import DeterminatorConfidenceThreshold
from dyda.components.determinator import DeterminatorTargetLabel
from dyda.components.determinator import DeterminatorCharacter
from dyda_utils import dict_comparator
class TestDeterminatorByRoi(unittest.TestCase):
def test_main_process(self):
# pull test data from gitlab
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'8710dfd057501758190778cb056e4449/dyda.config'
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'a9324bdf32ed5a1e237be94fbc74c5d5/input.json'
input_data = lab_tools.pull_json_from_gitlab(input_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'0f801ae6692bcc168ba1c5045b806c78/res.json'
output_data = lab_tools.pull_json_from_gitlab(output_url)
# initialization
determinator_ = DeterminatorByRoi(
dyda_config_path=dyda_config)
# run determinator
determinator_.reset()
determinator_.input_data.append(input_data)
determinator_.run()
# compare results with reference
ref_data = output_data
tar_data = determinator_.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 TestDeterminatorCharacter(unittest.TestCase):
def test_main_process(self):
# pull test data from gitlab
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'36356e92cad4a608d4c84bba769c0d53/'\
'dyda.config.DeterminatorCharacter'
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'521feb8def6e63d6e187622b171b7233/input_list.json'
input_list = lab_tools.pull_json_from_gitlab(input_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'9f25865b93a133bdec459ace16de8ccd/output_list.json'
output_list = lab_tools.pull_json_from_gitlab(output_url)
# initialization
determinator_ = DeterminatorCharacter(
dyda_config_path=dyda_config)
# run determinator
for i in range(len(input_list)):
# run determinator
determinator_.reset()
determinator_.input_data.append(image.read_img(input_list[i]))
determinator_.input_data.append(
tools.parse_json(tools.replace_extension(
input_list[i], 'json')))
determinator_.run()
# compare results with reference
if not determinator_.results == []:
ref_data = output_list[i]
tar_data = determinator_.results
for j in range(len(ref_data)):
for k in range(len(ref_data[j])):
report = dict_comparator.get_diff(
ref_data[j][k], tar_data[j][k])
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
class TestDeterminatorParkingLotStatus(unittest.TestCase):
def test_main_process(self):
# pull test data from gitlab
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'abc67841cfb173c22cc13087fdd4d7b2/dyda.config'
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'83db1facaef1bc83efc2b9ed25256ad1/park_input_list.json'
input_list = lab_tools.pull_json_from_gitlab(input_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'775252d8456257f3364f788556bb553c/park_output_list.json'
output_list = lab_tools.pull_json_from_gitlab(output_url)
frame_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'aa4675a8057f3ae79bf5c0153cdfc69e/'\
'DeterminatorParkingLotStatus_frame_list.json'
frame_list = lab_tools.pull_json_from_gitlab(frame_url)
# initialization
determinator_ = DeterminatorParkingLotStatus(
dyda_config_path=dyda_config)
# run determinator
for i in range(len(output_list)):
# run determinator
determinator_.reset()
determinator_.input_data.append([image.read_img(frame_list[i])])
determinator_.input_data.append(input_list[i][0])
determinator_.input_data.append(input_list[i][1])
determinator_.input_data.append(input_list[i][2])
determinator_.run()
# compare results with reference
if not determinator_.results == []:
ref_data = output_list[i][0]
tar_data = determinator_.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'], [])
class TestDeterminatorTargetLabel(unittest.TestCase):
def test_main_process(self):
# pull test data from gitlab
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'79187835280b7adc8149e5e9a8e6ec9c/DeterminatorTargetLabel.config'
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'4cdb639a0f0862f504e3223713da1c49/'\
'DeterminatorTargetLabel_input.json'
input_data = lab_tools.pull_json_from_gitlab(input_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'fd45424cee6c68c7de28fc16f6af734d/'\
'DeterminatorTargetLabel_output.json'
output_data = lab_tools.pull_json_from_gitlab(output_url)
# initialization
determinator_ = DeterminatorTargetLabel(
dyda_config_path=dyda_config)
# run determinator
determinator_.reset()
determinator_.metadata[0] = tools.remove_extension(
input_data["filename"],
'base-only')
determinator_.input_data.append(input_data)
determinator_.run()
# compare results with reference
ref_path = output_data
tar_path = determinator_.results[0]
report = dict_comparator.get_diff(ref_path, tar_path)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
class TestDeterminatorConfidenceThreshold(unittest.TestCase):
def test_main_process(self):
# pull test data from gitlab
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'2b588582c1ad5b901f6b4cc1c8f81e15/dyda.config'
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'41ed033f30b132a0a48d7ba214f75c41/00000015.json'
input_data = lab_tools.pull_json_from_gitlab(input_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'73b6ab545229971f1149ade93dc1ca8f/00000015.json'
output_data = lab_tools.pull_json_from_gitlab(output_url)
# initialization
determinator_ = DeterminatorConfidenceThreshold(dyda_config)
# run determinator
determinator_.reset()
determinator_.metadata[0] = tools.remove_extension(
input_data["filename"],
'base-only')
determinator_.input_data.append(input_data)
determinator_.run()
# compare results with reference
ref_path = output_data
tar_path = determinator_.results
report = dict_comparator.get_diff(ref_path, tar_path)
self.assertEqual(report['extra_field'], [])
self.assertEqual(report['missing_field'], [])
self.assertEqual(report['mismatch_val'], [])
if __name__ == '__main__':
unittest.main()
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