Vehicle-cpp/hkpc/software/pandas/tests/indexes/timedeltas/test_scalar_compat.py

"""
Tests for TimedeltaIndex methods behaving like their Timedelta counterparts
"""

import numpy as np
import pytest

from pandas._libs.tslibs.offsets import INVALID_FREQ_ERR_MSG

from pandas import (
    Index,
    Series,
    Timedelta,
    TimedeltaIndex,
    timedelta_range,
)
import pandas._testing as tm


class TestVectorizedTimedelta:
    def test_tdi_total_seconds(self):
        # GH#10939
        # test index
        rng = timedelta_range("1 days, 10:11:12.100123456", periods=2, freq="s")
        expt = [
            1 * 86400 + 10 * 3600 + 11 * 60 + 12 + 100123456.0 / 1e9,
            1 * 86400 + 10 * 3600 + 11 * 60 + 13 + 100123456.0 / 1e9,
        ]
        tm.assert_almost_equal(rng.total_seconds(), Index(expt))

        # test Series
        ser = Series(rng)
        s_expt = Series(expt, index=[0, 1])
        tm.assert_series_equal(ser.dt.total_seconds(), s_expt)

        # with nat
        ser[1] = np.nan
        s_expt = Series(
            [1 * 86400 + 10 * 3600 + 11 * 60 + 12 + 100123456.0 / 1e9, np.nan],
            index=[0, 1],
        )
        tm.assert_series_equal(ser.dt.total_seconds(), s_expt)

    def test_tdi_total_seconds_all_nat(self):
        # with both nat
        ser = Series([np.nan, np.nan], dtype="timedelta64[ns]")
        result = ser.dt.total_seconds()
        expected = Series([np.nan, np.nan])
        tm.assert_series_equal(result, expected)

    def test_tdi_round(self):
        td = timedelta_range(start="16801 days", periods=5, freq="30Min")
        elt = td[1]

        expected_rng = TimedeltaIndex(
            [
                Timedelta("16801 days 00:00:00"),
                Timedelta("16801 days 00:00:00"),
                Timedelta("16801 days 01:00:00"),
                Timedelta("16801 days 02:00:00"),
                Timedelta("16801 days 02:00:00"),
            ]
        )
        expected_elt = expected_rng[1]

        tm.assert_index_equal(td.round(freq="H"), expected_rng)
        assert elt.round(freq="H") == expected_elt

        msg = INVALID_FREQ_ERR_MSG
        with pytest.raises(ValueError, match=msg):
            td.round(freq="foo")
        with pytest.raises(ValueError, match=msg):
            elt.round(freq="foo")

        msg = "<MonthEnd> is a non-fixed frequency"
        with pytest.raises(ValueError, match=msg):
            td.round(freq="M")
        with pytest.raises(ValueError, match=msg):
            elt.round(freq="M")

    @pytest.mark.parametrize(
        "freq,msg",
        [
            ("Y", "<YearEnd: month=12> is a non-fixed frequency"),
            ("M", "<MonthEnd> is a non-fixed frequency"),
            ("foobar", "Invalid frequency: foobar"),
        ],
    )
    def test_tdi_round_invalid(self, freq, msg):
        t1 = timedelta_range("1 days", periods=3, freq="1 min 2 s 3 us")

        with pytest.raises(ValueError, match=msg):
            t1.round(freq)
        with pytest.raises(ValueError, match=msg):
            # Same test for TimedeltaArray
            t1._data.round(freq)

    # TODO: de-duplicate with test_tdi_round
    def test_round(self):
        t1 = timedelta_range("1 days", periods=3, freq="1 min 2 s 3 us")
        t2 = -1 * t1
        t1a = timedelta_range("1 days", periods=3, freq="1 min 2 s")
        t1c = TimedeltaIndex([1, 1, 1], unit="D")

        # note that negative times round DOWN! so don't give whole numbers
        for freq, s1, s2 in [
            ("N", t1, t2),
            ("U", t1, t2),
            (
                "L",
                t1a,
                TimedeltaIndex(
                    ["-1 days +00:00:00", "-2 days +23:58:58", "-2 days +23:57:56"]
                ),
            ),
            (
                "S",
                t1a,
                TimedeltaIndex(
                    ["-1 days +00:00:00", "-2 days +23:58:58", "-2 days +23:57:56"]
                ),
            ),
            ("12T", t1c, TimedeltaIndex(["-1 days", "-1 days", "-1 days"])),
            ("H", t1c, TimedeltaIndex(["-1 days", "-1 days", "-1 days"])),
            ("d", t1c, TimedeltaIndex([-1, -1, -1], unit="D")),
        ]:
            r1 = t1.round(freq)
            tm.assert_index_equal(r1, s1)
            r2 = t2.round(freq)
            tm.assert_index_equal(r2, s2)

    def test_components(self):
        rng = timedelta_range("1 days, 10:11:12", periods=2, freq="s")
        rng.components

        # with nat
        s = Series(rng)
        s[1] = np.nan

        result = s.dt.components
        assert not result.iloc[0].isna().all()
        assert result.iloc[1].isna().all()