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aaronreidsmith / pandas   python

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Version: 0.25.3 

/ tests / indexes / timedeltas / test_scalar_compat.py

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

import numpy as np
import pytest

import pandas as pd
from pandas import Index, Series, Timedelta, TimedeltaIndex, timedelta_range
import pandas.util.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)

        # with both nat
        ser = Series([np.nan, np.nan], dtype="timedelta64[ns]")
        tm.assert_series_equal(
            ser.dt.total_seconds(), Series([np.nan, np.nan], index=[0, 1])
        )

    def test_tdi_round(self):
        td = pd.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 = pd._libs.tslibs.frequencies.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")