import numpy as np import pytest from pandas import RangeIndex import pandas._testing as tm from pandas.core.api import Int64Index class TestGetIndexer: def test_get_indexer(self): index = RangeIndex(start=0, stop=20, step=2) target = RangeIndex(10) indexer = index.get_indexer(target) expected = np.array([0, -1, 1, -1, 2, -1, 3, -1, 4, -1], dtype=np.intp) tm.assert_numpy_array_equal(indexer, expected) def test_get_indexer_pad(self): index = RangeIndex(start=0, stop=20, step=2) target = RangeIndex(10) indexer = index.get_indexer(target, method="pad") expected = np.array([0, 0, 1, 1, 2, 2, 3, 3, 4, 4], dtype=np.intp) tm.assert_numpy_array_equal(indexer, expected) def test_get_indexer_backfill(self): index = RangeIndex(start=0, stop=20, step=2) target = RangeIndex(10) indexer = index.get_indexer(target, method="backfill") expected = np.array([0, 1, 1, 2, 2, 3, 3, 4, 4, 5], dtype=np.intp) tm.assert_numpy_array_equal(indexer, expected) def test_get_indexer_limit(self): # GH#28631 idx = RangeIndex(4) target = RangeIndex(6) result = idx.get_indexer(target, method="pad", limit=1) expected = np.array([0, 1, 2, 3, 3, -1], dtype=np.intp) tm.assert_numpy_array_equal(result, expected) @pytest.mark.parametrize("stop", [0, -1, -2]) def test_get_indexer_decreasing(self, stop): # GH#28678 index = RangeIndex(7, stop, -3) result = index.get_indexer(range(9)) expected = np.array([-1, 2, -1, -1, 1, -1, -1, 0, -1], dtype=np.intp) tm.assert_numpy_array_equal(result, expected) class TestTake: def test_take_preserve_name(self): index = RangeIndex(1, 5, name="foo") taken = index.take([3, 0, 1]) assert index.name == taken.name def test_take_fill_value(self): # GH#12631 idx = RangeIndex(1, 4, name="xxx") result = idx.take(np.array([1, 0, -1])) expected = Int64Index([2, 1, 3], name="xxx") tm.assert_index_equal(result, expected) # fill_value msg = "Unable to fill values because RangeIndex cannot contain NA" with pytest.raises(ValueError, match=msg): idx.take(np.array([1, 0, -1]), fill_value=True) # allow_fill=False result = idx.take(np.array([1, 0, -1]), allow_fill=False, fill_value=True) expected = Int64Index([2, 1, 3], name="xxx") tm.assert_index_equal(result, expected) msg = "Unable to fill values because RangeIndex cannot contain NA" with pytest.raises(ValueError, match=msg): idx.take(np.array([1, 0, -2]), fill_value=True) with pytest.raises(ValueError, match=msg): idx.take(np.array([1, 0, -5]), fill_value=True) msg = "index -5 is out of bounds for (axis 0 with )?size 3" with pytest.raises(IndexError, match=msg): idx.take(np.array([1, -5])) class TestWhere: def test_where_putmask_range_cast(self): # GH#43240 idx = RangeIndex(0, 5, name="test") mask = np.array([True, True, False, False, False]) result = idx.putmask(mask, 10) expected = Int64Index([10, 10, 2, 3, 4], name="test") tm.assert_index_equal(result, expected) result = idx.where(~mask, 10) tm.assert_index_equal(result, expected)