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import unittest
import numpy as np
from dyda_utils import tools
from dyda_utils import lab_tools
from dyda.components.data_converter import IrConverter
from dyda.components.data_converter import TimeScaleShiftConverter
from dyda.components.data_converter import PathLabelConverter
from dyda_utils import dict_comparator
class TestPathLabelConverter(unittest.TestCase):
def test_main_process(self):
config_url = ('https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'
'bb1bfe0785760aa7308f139a16bc4e76/'
'path_label_converter_dyda.config')
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = ('https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'
'7ad69fd8e0674843c74382f4d2ef6a16/'
'path_label_converter_input.json')
input_list = lab_tools.pull_json_from_gitlab(input_url)
output_url = ('https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'
'c2317edcab9d460e193827f1eb213568/'
'path_label_converter_results.json')
# initialization
converter_ = PathLabelConverter(dyda_config)
converter_.reset()
converter_.input_data = {'data_path': input_list}
converter_.run()
ref_data = lab_tools.pull_json_from_gitlab(output_url)
tar_data = converter_.results
if not ref_data == [] and not tar_data == []:
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 TestTimeScaleShiftConverter(unittest.TestCase):
def test_main_process(self):
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'2f4b1e105fad5d935e83fa8e608c395e/'\
'dyda.config.TimeScaleShiftConverter'
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'a25e50ea3b063d3e57aed402de9d0d25/input_list.json'
input_list = lab_tools.pull_json_from_gitlab(input_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'4e8e4849534e68152507bdf3640d5bd1/output.json'
output_list = lab_tools.pull_json_from_gitlab(output_url)
# initialization
converter_ = TimeScaleShiftConverter(dyda_config)
for i in range(len(input_list)):
# run converter
converter_.reset()
converter_.input_data.append(
tools.parse_json(input_list[i]))
converter_.run()
# compare results with reference
ref_data = output_list[i]
tar_data = converter_.results
if not ref_data == [] and not tar_data == []:
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 TestIrConverter(unittest.TestCase):
def test_main_process(self):
config_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'065d9f508fafe96da77d4e02fbd4fc12/dyda.config.IrConverter'
dyda_config = lab_tools.pull_json_from_gitlab(config_url)
input_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'25ddbb2fc6e6dfc0d6375b6d568f7c56/input_data.temp'
input_data = lab_tools.pull_json_from_gitlab(input_url)
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'473956c9bdadd7847795d423b172e78b/output_data.json'
output_data = lab_tools.pull_json_from_gitlab(output_url)
# initialization
converter_ = IrConverter(dyda_config_path=dyda_config)
# run converter
converter_.reset()
converter_.input_data.append(input_data)
converter_.run()
# compare results with reference
ref_data = output_data
tar_data = list(converter_.output_data)
diff = [(ref_data[i] - tar_data[i]) for i in range(
len(ref_data))]
diff_sum = sum(sum(diff))
self.assertEqual(diff_sum, 0.0)
if __name__ == '__main__':
unittest.main()
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