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aaronreidsmith / pandas   python

Repository URL to install this package:

Version: 0.25.3 

/ tests / dtypes / test_concat.py

import pytest

import pandas.core.dtypes.concat as _concat

from pandas import DatetimeIndex, Index, Period, PeriodIndex, Series, TimedeltaIndex


@pytest.mark.parametrize(
    "to_concat, expected",
    [
        # int/float/str
        ([["a"], [1, 2]], ["i", "object"]),
        ([[3, 4], [1, 2]], ["i"]),
        ([[3, 4], [1, 2.1]], ["i", "f"]),
        # datetimelike
        ([DatetimeIndex(["2011-01-01"]), DatetimeIndex(["2011-01-02"])], ["datetime"]),
        ([TimedeltaIndex(["1 days"]), TimedeltaIndex(["2 days"])], ["timedelta"]),
        # datetimelike object
        (
            [
                DatetimeIndex(["2011-01-01"]),
                DatetimeIndex(["2011-01-02"], tz="US/Eastern"),
            ],
            ["datetime", "datetime64[ns, US/Eastern]"],
        ),
        (
            [
                DatetimeIndex(["2011-01-01"], tz="Asia/Tokyo"),
                DatetimeIndex(["2011-01-02"], tz="US/Eastern"),
            ],
            ["datetime64[ns, Asia/Tokyo]", "datetime64[ns, US/Eastern]"],
        ),
        ([TimedeltaIndex(["1 days"]), TimedeltaIndex(["2 hours"])], ["timedelta"]),
        (
            [
                DatetimeIndex(["2011-01-01"], tz="Asia/Tokyo"),
                TimedeltaIndex(["1 days"]),
            ],
            ["datetime64[ns, Asia/Tokyo]", "timedelta"],
        ),
    ],
)
@pytest.mark.parametrize("klass", [Index, Series])
def test_get_dtype_kinds(klass, to_concat, expected):
    to_concat_klass = [klass(c) for c in to_concat]
    result = _concat.get_dtype_kinds(to_concat_klass)
    assert result == set(expected)


@pytest.mark.parametrize(
    "to_concat, expected",
    [
        (
            [PeriodIndex(["2011-01"], freq="M"), PeriodIndex(["2011-01"], freq="M")],
            ["period[M]"],
        ),
        (
            [
                Series([Period("2011-01", freq="M")]),
                Series([Period("2011-02", freq="M")]),
            ],
            ["period[M]"],
        ),
        (
            [PeriodIndex(["2011-01"], freq="M"), PeriodIndex(["2011-01"], freq="D")],
            ["period[M]", "period[D]"],
        ),
        (
            [
                Series([Period("2011-01", freq="M")]),
                Series([Period("2011-02", freq="D")]),
            ],
            ["period[M]", "period[D]"],
        ),
    ],
)
def test_get_dtype_kinds_period(to_concat, expected):
    result = _concat.get_dtype_kinds(to_concat)
    assert result == set(expected)