import numpy as np import pytest from pandas import Categorical, Index import pandas._testing as tm class TestTake: # https://github.com/pandas-dev/pandas/issues/20664 def test_take_default_allow_fill(self): cat = Categorical(["a", "b"]) with tm.assert_produces_warning(None): result = cat.take([0, -1]) assert result.equals(cat) def test_take_positive_no_warning(self): cat = Categorical(["a", "b"]) with tm.assert_produces_warning(None): cat.take([0, 0]) def test_take_bounds(self, allow_fill): # https://github.com/pandas-dev/pandas/issues/20664 cat = Categorical(["a", "b", "a"]) if allow_fill: msg = "indices are out-of-bounds" else: msg = "index 4 is out of bounds for( axis 0 with)? size 3" with pytest.raises(IndexError, match=msg): cat.take([4, 5], allow_fill=allow_fill) def test_take_empty(self, allow_fill): # https://github.com/pandas-dev/pandas/issues/20664 cat = Categorical([], categories=["a", "b"]) if allow_fill: msg = "indices are out-of-bounds" else: msg = "cannot do a non-empty take from an empty axes" with pytest.raises(IndexError, match=msg): cat.take([0], allow_fill=allow_fill) def test_positional_take(self, ordered): cat = Categorical(["a", "a", "b", "b"], categories=["b", "a"], ordered=ordered) result = cat.take([0, 1, 2], allow_fill=False) expected = Categorical( ["a", "a", "b"], categories=cat.categories, ordered=ordered ) tm.assert_categorical_equal(result, expected) def test_positional_take_unobserved(self, ordered): cat = Categorical(["a", "b"], categories=["a", "b", "c"], ordered=ordered) result = cat.take([1, 0], allow_fill=False) expected = Categorical(["b", "a"], categories=cat.categories, ordered=ordered) tm.assert_categorical_equal(result, expected) def test_take_allow_fill(self): # https://github.com/pandas-dev/pandas/issues/23296 cat = Categorical(["a", "a", "b"]) result = cat.take([0, -1, -1], allow_fill=True) expected = Categorical(["a", np.nan, np.nan], categories=["a", "b"]) tm.assert_categorical_equal(result, expected) def test_take_fill_with_negative_one(self): # -1 was a category cat = Categorical([-1, 0, 1]) result = cat.take([0, -1, 1], allow_fill=True, fill_value=-1) expected = Categorical([-1, -1, 0], categories=[-1, 0, 1]) tm.assert_categorical_equal(result, expected) def test_take_fill_value(self): # https://github.com/pandas-dev/pandas/issues/23296 cat = Categorical(["a", "b", "c"]) result = cat.take([0, 1, -1], fill_value="a", allow_fill=True) expected = Categorical(["a", "b", "a"], categories=["a", "b", "c"]) tm.assert_categorical_equal(result, expected) def test_take_fill_value_new_raises(self): # https://github.com/pandas-dev/pandas/issues/23296 cat = Categorical(["a", "b", "c"]) xpr = r"'fill_value=d' is not present in this Categorical's categories" with pytest.raises(TypeError, match=xpr): cat.take([0, 1, -1], fill_value="d", allow_fill=True) def test_take_nd_deprecated(self): cat = Categorical(["a", "b", "c"]) with tm.assert_produces_warning(FutureWarning): cat.take_nd([0, 1]) ci = Index(cat) with tm.assert_produces_warning(FutureWarning): ci.take_nd([0, 1])