""" test_indexing tests the following Index methods: __getitem__ get_loc get_value __contains__ take where get_indexer slice_locs asof_locs The corresponding tests.indexes.[index_type].test_indexing files contain tests for the corresponding methods specific to those Index subclasses. """ import numpy as np import pytest from pandas import ( DatetimeIndex, Float64Index, Index, Int64Index, PeriodIndex, TimedeltaIndex, UInt64Index, ) import pandas._testing as tm class TestTake: def test_take_invalid_kwargs(self, index): indices = [1, 2] msg = r"take\(\) got an unexpected keyword argument 'foo'" with pytest.raises(TypeError, match=msg): index.take(indices, foo=2) msg = "the 'out' parameter is not supported" with pytest.raises(ValueError, match=msg): index.take(indices, out=indices) msg = "the 'mode' parameter is not supported" with pytest.raises(ValueError, match=msg): index.take(indices, mode="clip") def test_take(self, index): indexer = [4, 3, 0, 2] if len(index) < 5: # not enough elements; ignore return result = index.take(indexer) expected = index[indexer] assert result.equals(expected) if not isinstance(index, (DatetimeIndex, PeriodIndex, TimedeltaIndex)): # GH 10791 msg = r"'(.*Index)' object has no attribute 'freq'" with pytest.raises(AttributeError, match=msg): index.freq def test_take_minus1_without_fill(self, index): # -1 does not get treated as NA unless allow_fill=True is passed if len(index) == 0: # Test is not applicable return result = index.take([0, 0, -1]) expected = index.take([0, 0, len(index) - 1]) tm.assert_index_equal(result, expected) class TestContains: @pytest.mark.parametrize( "index,val", [ (Index([0, 1, 2]), 2), (Index([0, 1, "2"]), "2"), (Index([0, 1, 2, np.inf, 4]), 4), (Index([0, 1, 2, np.nan, 4]), 4), (Index([0, 1, 2, np.inf]), np.inf), (Index([0, 1, 2, np.nan]), np.nan), ], ) def test_index_contains(self, index, val): assert val in index @pytest.mark.parametrize( "index,val", [ (Index([0, 1, 2]), "2"), (Index([0, 1, "2"]), 2), (Index([0, 1, 2, np.inf]), 4), (Index([0, 1, 2, np.nan]), 4), (Index([0, 1, 2, np.inf]), np.nan), (Index([0, 1, 2, np.nan]), np.inf), # Checking if np.inf in Int64Index should not cause an OverflowError # Related to GH 16957 (Int64Index([0, 1, 2]), np.inf), (Int64Index([0, 1, 2]), np.nan), (UInt64Index([0, 1, 2]), np.inf), (UInt64Index([0, 1, 2]), np.nan), ], ) def test_index_not_contains(self, index, val): assert val not in index @pytest.mark.parametrize( "index,val", [(Index([0, 1, "2"]), 0), (Index([0, 1, "2"]), "2")] ) def test_mixed_index_contains(self, index, val): # GH#19860 assert val in index @pytest.mark.parametrize( "index,val", [(Index([0, 1, "2"]), "1"), (Index([0, 1, "2"]), 2)] ) def test_mixed_index_not_contains(self, index, val): # GH#19860 assert val not in index def test_contains_with_float_index(self): # GH#22085 integer_index = Int64Index([0, 1, 2, 3]) uinteger_index = UInt64Index([0, 1, 2, 3]) float_index = Float64Index([0.1, 1.1, 2.2, 3.3]) for index in (integer_index, uinteger_index): assert 1.1 not in index assert 1.0 in index assert 1 in index assert 1.1 in float_index assert 1.0 not in float_index assert 1 not in float_index @pytest.mark.parametrize( "idx", [Index([1, 2, 3]), Index([0.1, 0.2, 0.3]), Index(["a", "b", "c"])] ) def test_getitem_deprecated_float(idx): # https://github.com/pandas-dev/pandas/issues/34191 with tm.assert_produces_warning(FutureWarning): result = idx[1.0] expected = idx[1] assert result == expected