import numpy as np import pytest from pandas import DataFrame, Index, Series import pandas._testing as tm def test_slice_float64(): values = np.arange(10.0, 50.0, 2) index = Index(values) start, end = values[[5, 15]] s = Series(np.random.randn(20), index=index) result = s[start:end] expected = s.iloc[5:16] tm.assert_series_equal(result, expected) result = s.loc[start:end] tm.assert_series_equal(result, expected) df = DataFrame(np.random.randn(20, 3), index=index) result = df[start:end] expected = df.iloc[5:16] tm.assert_frame_equal(result, expected) result = df.loc[start:end] tm.assert_frame_equal(result, expected) def test_getitem_negative_out_of_bounds(): s = Series(tm.rands_array(5, 10), index=tm.rands_array(10, 10)) msg = "index -11 is out of bounds for axis 0 with size 10" with pytest.raises(IndexError, match=msg): s[-11] with pytest.raises(IndexError, match=msg): s[-11] = "foo" def test_getitem_setitem_slice_bug(): s = Series(range(10), index=list(range(10))) result = s[-12:] tm.assert_series_equal(result, s) result = s[-7:] tm.assert_series_equal(result, s[3:]) result = s[:-12] tm.assert_series_equal(result, s[:0]) s = Series(range(10), index=list(range(10))) s[-12:] = 0 assert (s == 0).all() s[:-12] = 5 assert (s == 0).all() def test_getitem_setitem_slice_integers(): s = Series(np.random.randn(8), index=[2, 4, 6, 8, 10, 12, 14, 16]) result = s[:4] expected = s.reindex([2, 4, 6, 8]) tm.assert_series_equal(result, expected) s[:4] = 0 assert (s[:4] == 0).all() assert not (s[4:] == 0).any() def test_slice_float_get_set(datetime_series): msg = ( "cannot do slice indexing on DatetimeIndex with these indexers " r"\[{key}\] of type float" ) with pytest.raises(TypeError, match=msg.format(key=r"4\.0")): datetime_series[4.0:10.0] with pytest.raises(TypeError, match=msg.format(key=r"4\.0")): datetime_series[4.0:10.0] = 0 with pytest.raises(TypeError, match=msg.format(key=r"4\.5")): datetime_series[4.5:10.0] with pytest.raises(TypeError, match=msg.format(key=r"4\.5")): datetime_series[4.5:10.0] = 0