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aaronreidsmith / pandas   python

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Version: 0.25.3 

/ tests / series / test_block_internals.py

import pandas as pd

# Segregated collection of methods that require the BlockManager internal data
# structure


class TestSeriesBlockInternals:
    def test_setitem_invalidates_datetime_index_freq(self):
        # GH#24096 altering a datetime64tz Series inplace invalidates the
        #  `freq` attribute on the underlying DatetimeIndex

        dti = pd.date_range("20130101", periods=3, tz="US/Eastern")
        ts = dti[1]
        ser = pd.Series(dti)
        assert ser._values is not dti
        assert ser._values._data.base is not dti._data._data.base
        assert dti.freq == "D"
        ser.iloc[1] = pd.NaT
        assert ser._values.freq is None

        # check that the DatetimeIndex was not altered in place
        assert ser._values is not dti
        assert ser._values._data.base is not dti._data._data.base
        assert dti[1] == ts
        assert dti.freq == "D"

    def test_dt64tz_setitem_does_not_mutate_dti(self):
        # GH#21907, GH#24096
        dti = pd.date_range("2016-01-01", periods=10, tz="US/Pacific")
        ts = dti[0]
        ser = pd.Series(dti)
        assert ser._values is not dti
        assert ser._values._data.base is not dti._data._data.base
        assert ser._data.blocks[0].values is not dti
        assert ser._data.blocks[0].values._data.base is not dti._data._data.base

        ser[::3] = pd.NaT
        assert ser[0] is pd.NaT
        assert dti[0] == ts