Exemple #1
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def test_generate_dummies2():
	testing_df = df.copy()
	testing_df['col4'] = pd.Series(['hello'], index = [2])
	result_df = testing_df.copy()
	clean.generateDummies(testing_df, 3 , False)
	result_df.insert(4, 'col4_hello', [0,0,1,0,0], allow_duplicates=True)
	assert (((testing_df.fillna(0) == result_df.fillna(0)).all()).all()) == True
Exemple #2
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def test_generate_dummies1():
	testing_df = df.copy()
	result_df = df.copy()
	clean.generateDummies(testing_df, 0 , False)
	result_df.insert(1, 'col1_1.0', [1,0,0,0,0], allow_duplicates=True)
	result_df.insert(2, 'col1_2.0', [0,1,0,0,0], allow_duplicates=True)
	result_df.insert(3, 'col1_3.0', [0,0,0,1,0], allow_duplicates=True)
	result_df.insert(4, 'col1_4.0', [0,0,0,0,1], allow_duplicates=True)
	assert (((testing_df.fillna(0) == result_df.fillna(0)).all()).all()) == True
Exemple #3
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def test_generate_dummmies3():
	testing_df = df.copy()
	with pytest.raises(Exception):
		clean.generateDummies(testing_df, 30 , False)