def test_to_pseudonym_dates():
ints = Series(['07/15/2019', '07/24/2019', '07/23/2019', '07/22/2019',
'07/21/2019', '07/22/2019', '07/23/2019', '07/24/2019',
'07/23/2019', '07/22/2019', '07/15/2019'])
attr = Attribute(ints, name='Date')
pseudonyms = attr.pseudonymize()
assert array_equal(ints.value_counts().values,
pseudonyms.value_counts().values)
def test_pseudonymize_ints():
ints = Series([11, 2, 3, 4, 5, 4, 3, 2, 3, 4, 11])
attr = Attribute(ints, name='Integer')
pseudonyms = attr.pseudonymize()
assert array_equal(ints.value_counts().values,
pseudonyms.value_counts().values)
def test_pseudonymize_floats():
floats = Series([11.5, 2.6, 3.0, 4.3, 5, 4.3, 3.0, 2.6, 3.0, 4.3, 11.6])
attr = Attribute(floats, name='Float')
pseudonyms = attr.pseudonymize()
assert array_equal(floats.value_counts().values,
pseudonyms.value_counts().values)
def test_pseudonymize_strings():
strings = Series(['Abc', 'edf', 'Abc', 'take', '中国', 'edf', 'Abc'])
attr = Attribute(strings, name='String')
pseudonyms = attr.pseudonymize()
assert array_equal(strings.value_counts().values,
pseudonyms.value_counts().values)
