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fenago
34 lines
1.2 KiB
Python
34 lines
1.2 KiB
Python
import unittest
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import import_ipynb
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import pandas as pd
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import pandas.testing as pd_testing
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import numpy.testing as np_testing
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from sklearn.cluster import KMeans
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class Test(unittest.TestCase):
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def setUp(self):
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import Exercise12_03
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self.exercises = Exercise12_03
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self.file_url = '../Dataset/Consumer_Complaints.csv'
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self.df = pd.read_csv(self.file_url)
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self.df['Date received'] = pd.to_datetime(self.df['Date received'])
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self.df['Date sent to company'] = pd.to_datetime(self.df['Date sent to company'])
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self.df['YearReceived'] = self.df['Date received'].dt.year
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self.df['MonthReceived'] = self.df['Date received'].dt.month
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self.df['DomReceived'] = self.df['Date received'].dt.day
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self.df['DowReceived'] = self.df['Date received'].dt.dayofweek
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self.df['IsWeekendReceived'] = self.df['DowReceived'] >= 5
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self.df['RoutingDays'] = self.df['Date sent to company'] - self.df['Date received']
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self.df['RoutingDays'] = self.df['RoutingDays'].dt.days
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def test_file_url(self):
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self.assertEqual(self.exercises.file_url, self.file_url)
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def test_df(self):
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pd_testing.assert_frame_equal(self.exercises.df, self.df)
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if __name__ == '__main__':
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unittest.main()
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