Beispiel #1
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def test_average_mode1():
	testing_df = df.copy()
	result_df = df.copy()
	clean.fillWithAverage(testing_df, 1, 'mode')
	average = 2
	result_df['col2'].fillna(value=average, inplace=True)
	assert (((testing_df.fillna(0) == result_df.fillna(0)).all()).all()) == True
Beispiel #2
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def test_average_mode2():
	testing_df = df.copy()
	testing_df['col4'] = pd.Series([2., 2., 3., 3.], index=[0, 1, 4, 5])
	result_df = testing_df.copy()
	clean.fillWithAverage(testing_df, 3, 'mode')
	average = 2
	result_df['col4'].fillna(value=average, inplace=True)
	assert (((testing_df.fillna(0) == result_df.fillna(0)).all()).all()) == True
Beispiel #3
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def test_average_all3():
	testing_df = df.copy()
	with pytest.raises(Exception):
		clean.fillWithAverage(testing_df, 10, 'mean')
Beispiel #4
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def test_average_all2():
	testing_df = df.copy()
	clean.fillWithAverage(testing_df, 2, 'mean')
	assert (((testing_df.fillna(0) == df.fillna(0)).all()).all()) == True