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fenago
36 lines
1.3 KiB
Python
36 lines
1.3 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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class Test(unittest.TestCase):
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def setUp(self):
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import Exercise_17_01_Defining_entities_and_establishing_relationships
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self.exercises = Exercise_17_01_Defining_entities_and_establishing_relationships
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self.filename = '../Datasets/bank-full.csv'
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self.bankData = pd.read_csv(self.filename,sep=";")
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self.Y = self.bankData.pop('y')
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self.bankData['custID'] = self.bankData.index.values
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self.bankData['custID'] = 'cust' + self.bankData['custID'].astype(str)
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self.bankData['AssetId'] = 0
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self.bankData.loc[self.bankData.housing == 'yes','AssetId']= 1
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self.bankData['LoanId'] = 0
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self.bankData.loc[self.bankData.loan == 'yes','LoanId']= 1
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self.bankData['FinbehId'] = 0
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self.bankData.loc[self.bankData.default == 'yes','FinbehId']= 1
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self.dataShape = self.bankData.shape
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def test_file_url(self):
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self.assertEqual(self.exercises.file_url, self.filename)
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def test_shape(self):
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self.assertEqual(self.exercises.bankData.shape, self.dataShape)
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def test_df(self):
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pd_testing.assert_frame_equal(self.exercises.bankData, self.bankData,check_dtype=False)
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if __name__ == '__main__':
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unittest.main()
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