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._mgr.blocks[0].values is not dti assert ser._mgr.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