import numpy as np import pytest from pandas import ( Series, TimedeltaIndex, timedelta_range, ) import pandas._testing as tm from pandas.tseries.offsets import ( DateOffset, Day, Hour, ) class TestTimedeltaIndexOps: def test_nonunique_contains(self): # GH 9512 for idx in map( TimedeltaIndex, ( [0, 1, 0], [0, 0, -1], [0, -1, -1], ["00:01:00", "00:01:00", "00:02:00"], ["00:01:00", "00:01:00", "00:00:01"], ), ): assert idx[0] in idx def test_unknown_attribute(self): # see gh-9680 tdi = timedelta_range(start=0, periods=10, freq="1s") ts = Series(np.random.normal(size=10), index=tdi) assert "foo" not in ts.__dict__.keys() msg = "'Series' object has no attribute 'foo'" with pytest.raises(AttributeError, match=msg): ts.foo def test_infer_freq(self, freq_sample): # GH#11018 idx = timedelta_range("1", freq=freq_sample, periods=10) result = TimedeltaIndex(idx.asi8, freq="infer") tm.assert_index_equal(idx, result) assert result.freq == freq_sample @pytest.mark.parametrize("values", [["0 days", "2 days", "4 days"], []]) @pytest.mark.parametrize("freq", ["2D", Day(2), "48H", Hour(48)]) def test_freq_setter(self, values, freq): # GH 20678 idx = TimedeltaIndex(values) # can set to an offset, converting from string if necessary idx._data.freq = freq assert idx.freq == freq assert isinstance(idx.freq, DateOffset) # can reset to None idx._data.freq = None assert idx.freq is None def test_freq_setter_errors(self): # GH 20678 idx = TimedeltaIndex(["0 days", "2 days", "4 days"]) # setting with an incompatible freq msg = ( "Inferred frequency 2D from passed values does not conform to " "passed frequency 5D" ) with pytest.raises(ValueError, match=msg): idx._data.freq = "5D" # setting with a non-fixed frequency msg = r"<2 \* BusinessDays> is a non-fixed frequency" with pytest.raises(ValueError, match=msg): idx._data.freq = "2B" # setting with non-freq string with pytest.raises(ValueError, match="Invalid frequency"): idx._data.freq = "foo" def test_freq_view_safe(self): # Setting the freq for one TimedeltaIndex shouldn't alter the freq # for another that views the same data tdi = TimedeltaIndex(["0 days", "2 days", "4 days"], freq="2D") tda = tdi._data tdi2 = TimedeltaIndex(tda)._with_freq(None) assert tdi2.freq is None # Original was not altered assert tdi.freq == "2D" assert tda.freq == "2D"