test_datetime_values.py 文件源码

def test_valid_dt_with_missing_values(self):

        from datetime import date, time

        # GH 8689
        s = Series(date_range('20130101', periods=5, freq='D'))
        s.iloc[2] = pd.NaT

        for attr in ['microsecond', 'nanosecond', 'second', 'minute', 'hour',
                     'day']:
            expected = getattr(s.dt, attr).copy()
            expected.iloc[2] = np.nan
            result = getattr(s.dt, attr)
            tm.assert_series_equal(result, expected)

        result = s.dt.date
        expected = Series(
            [date(2013, 1, 1), date(2013, 1, 2), np.nan, date(2013, 1, 4),
             date(2013, 1, 5)], dtype='object')
        tm.assert_series_equal(result, expected)

        result = s.dt.time
        expected = Series(
            [time(0), time(0), np.nan, time(0), time(0)], dtype='object')
        tm.assert_series_equal(result, expected)