53 lines
1.4 KiB
Python
53 lines
1.4 KiB
Python
|
import numpy as np
|
||
|
|
import pytest
|
||
|
|
|
||
|
|
from pandas import (
|
||
|
|
Categorical,
|
||
|
|
Series,
|
||
|
|
)
|
||
|
|
import pandas._testing as tm
|
||
|
|
|
||
|
|
|
||
|
|
@pytest.mark.parametrize(
|
||
|
|
"keep, expected",
|
||
|
|
[
|
||
|
|
("first", Series([False, False, True, False, True], name="name")),
|
||
|
|
("last", Series([True, True, False, False, False], name="name")),
|
||
|
|
(False, Series([True, True, True, False, True], name="name")),
|
||
|
|
],
|
||
|
|
)
|
||
|
|
def test_duplicated_keep(keep, expected):
|
||
|
|
ser = Series(["a", "b", "b", "c", "a"], name="name")
|
||
|
|
|
||
|
|
result = ser.duplicated(keep=keep)
|
||
|
|
tm.assert_series_equal(result, expected)
|
||
|
|
|
||
|
|
|
||
|
|
@pytest.mark.parametrize(
|
||
|
|
"keep, expected",
|
||
|
|
[
|
||
|
|
("first", Series([False, False, True, False, True])),
|
||
|
|
("last", Series([True, True, False, False, False])),
|
||
|
|
(False, Series([True, True, True, False, True])),
|
||
|
|
],
|
||
|
|
)
|
||
|
|
def test_duplicated_nan_none(keep, expected):
|
||
|
|
ser = Series([np.nan, 3, 3, None, np.nan], dtype=object)
|
||
|
|
|
||
|
|
result = ser.duplicated(keep=keep)
|
||
|
|
tm.assert_series_equal(result, expected)
|
||
|
|
|
||
|
|
|
||
|
|
def test_duplicated_categorical_bool_na(nulls_fixture):
|
||
|
|
# GH#44351
|
||
|
|
ser = Series(
|
||
|
|
Categorical(
|
||
|
|
[True, False, True, False, nulls_fixture],
|
||
|
|
categories=[True, False],
|
||
|
|
ordered=True,
|
||
|
|
)
|
||
|
|
)
|
||
|
|
result = ser.duplicated()
|
||
|
|
expected = Series([False, False, True, True, False])
|
||
|
|
tm.assert_series_equal(result, expected)
|