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import unittest
import warnings
import cv2
import numpy as np
import pandas as pd
from dyda_utils import tools
from dyda_utils import lab_tools
from dyda_utils import dict_comparator
from dyda.components.data_plotter import DataFrameHistPlotter
from dyda.components.data_plotter import LocationBubblePlotter
warnings.filterwarnings("ignore")
test_df = pd.DataFrame(index=np.arange(9),
columns=['virtual_id',
'timestamps',
'longitude',
'latitude'])
test_df.loc[:, 'virtual_id'] = \
'284a38ab19acfe79b5a88b02e1d82699829b0153656a099f48f4a4d77064fb92'
test_df.loc[:, 'timestamps'] = [1504079020649,
1504107661539,
1504108731950,
1504109664983,
1504144235032,
1504145332035,
1504146333094,
1504152251840,
1504153206049]
test_df.loc[:, 'longitude'] = [-122.031,
-122.073,
-122.19,
-122.332,
-122.217,
-122.065,
-122.061,
-122.185,
-122.185]
test_df.loc[:, 'latitude'] = [47.549,
47.553,
47.58,
47.6,
47.582,
47.544,
47.546,
47.614,
47.618]
class TestDataFrameHistPlotter(unittest.TestCase):
def test_main_process(self):
""" Main process of unit test. """
dyda_config_DataFrameHistPlotter = {
'DataFrameHistPlotter': {
'hist_feature': ['longitude', 'latitude']}
}
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/'\
'uploads/23e072aff6360991f5c004b475aaf7f2/hist.bmp'
# initialization
comp = DataFrameHistPlotter(
dyda_config_path=dyda_config_DataFrameHistPlotter
)
# run component
comp.reset()
comp.input_data = test_df
comp.run()
# compare output_data with reference
ref_data = lab_tools.pull_img_from_gitlab(output_url)
tar_data = comp.output_data
img_diff = lab_tools.img_comparator(ref_data, tar_data)
self.assertEqual(img_diff, 0.0)
# test the case with using all parameters
dyda_config_DataFrameHistPlotter = {
'DataFrameHistPlotter': {
'hist_feature': ['longitude', 'latitude'],
'range': [(-122.5, -121.5), (47.5, 47.7)],
'bins': 20,
'belongs_to': 'virtual_id'}
}
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/uploads/'\
'c7667cbeae10c6cc41defcae2c6bafe1/hist_complicated.bmp'
# initialization
comp = DataFrameHistPlotter(
dyda_config_path=dyda_config_DataFrameHistPlotter
)
# run component
comp.reset()
comp.input_data = test_df
comp.run()
# compare output_data with reference
ref_data = lab_tools.pull_img_from_gitlab(output_url)
tar_data = comp.output_data
img_diff = lab_tools.img_comparator(ref_data, tar_data)
self.assertEqual(img_diff, 0.0)
class TestLocationBubblePlotter(unittest.TestCase):
def test_main_process(self):
""" Main process of unit test. """
# test case with plotting arrow
dyda_config_LocationBubblePlotter = {
'LocationBubblePlotter': {"belongs_to": "virtual_id",
"plot_arrow": True}
}
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/'\
'uploads/ee7e62a737ab364cf96bc29dfaf55425/bp_arrow.bmp'
# initialization
comp = LocationBubblePlotter(
dyda_config_path=dyda_config_LocationBubblePlotter
)
comp.reset()
comp.input_data = test_df
comp.run()
# compare output_data with reference
ref_data = lab_tools.pull_img_from_gitlab(output_url)
tar_data = comp.output_data
img_diff = lab_tools.img_comparator(ref_data, tar_data)
self.assertEqual(img_diff, 0.0)
# test case without plotting arrow
dyda_config_LocationBubblePlotter = {
'LocationBubblePlotter': {"belongs_to": "virtual_id",
"plot_arrow": False}
}
output_url = 'https://gitlab.com/DT42/galaxy42/dt42-dyda/'\
'uploads/4b592ecb09944b7d9412db84a233f166/bp.bmp'
# initialization
comp = LocationBubblePlotter(
dyda_config_path=dyda_config_LocationBubblePlotter
)
comp.reset()
comp.input_data = test_df
comp.run()
# compare output_data with reference
ref_data = lab_tools.pull_img_from_gitlab(output_url)
tar_data = comp.output_data
img_diff = lab_tools.img_comparator(ref_data, tar_data)
self.assertEqual(img_diff, 0.0)
if __name__ == '__main__':
unittest.main()
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