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- import numpy as np
- import pytest
- from pandas import (
- DataFrame,
- Index,
- MultiIndex,
- )
- import pandas._testing as tm
- class TestDataFrameRenameAxis:
- def test_rename_axis_inplace(self, float_frame):
- # GH#15704
- expected = float_frame.rename_axis("foo")
- result = float_frame.copy()
- return_value = no_return = result.rename_axis("foo", inplace=True)
- assert return_value is None
- assert no_return is None
- tm.assert_frame_equal(result, expected)
- expected = float_frame.rename_axis("bar", axis=1)
- result = float_frame.copy()
- return_value = no_return = result.rename_axis("bar", axis=1, inplace=True)
- assert return_value is None
- assert no_return is None
- tm.assert_frame_equal(result, expected)
- def test_rename_axis_raises(self):
- # GH#17833
- df = DataFrame({"A": [1, 2], "B": [1, 2]})
- with pytest.raises(ValueError, match="Use `.rename`"):
- df.rename_axis(id, axis=0)
- with pytest.raises(ValueError, match="Use `.rename`"):
- df.rename_axis({0: 10, 1: 20}, axis=0)
- with pytest.raises(ValueError, match="Use `.rename`"):
- df.rename_axis(id, axis=1)
- with pytest.raises(ValueError, match="Use `.rename`"):
- df["A"].rename_axis(id)
- def test_rename_axis_mapper(self):
- # GH#19978
- mi = MultiIndex.from_product([["a", "b", "c"], [1, 2]], names=["ll", "nn"])
- df = DataFrame(
- {"x": list(range(len(mi))), "y": [i * 10 for i in range(len(mi))]}, index=mi
- )
- # Test for rename of the Index object of columns
- result = df.rename_axis("cols", axis=1)
- tm.assert_index_equal(result.columns, Index(["x", "y"], name="cols"))
- # Test for rename of the Index object of columns using dict
- result = result.rename_axis(columns={"cols": "new"}, axis=1)
- tm.assert_index_equal(result.columns, Index(["x", "y"], name="new"))
- # Test for renaming index using dict
- result = df.rename_axis(index={"ll": "foo"})
- assert result.index.names == ["foo", "nn"]
- # Test for renaming index using a function
- result = df.rename_axis(index=str.upper, axis=0)
- assert result.index.names == ["LL", "NN"]
- # Test for renaming index providing complete list
- result = df.rename_axis(index=["foo", "goo"])
- assert result.index.names == ["foo", "goo"]
- # Test for changing index and columns at same time
- sdf = df.reset_index().set_index("nn").drop(columns=["ll", "y"])
- result = sdf.rename_axis(index="foo", columns="meh")
- assert result.index.name == "foo"
- assert result.columns.name == "meh"
- # Test different error cases
- with pytest.raises(TypeError, match="Must pass"):
- df.rename_axis(index="wrong")
- with pytest.raises(ValueError, match="Length of names"):
- df.rename_axis(index=["wrong"])
- with pytest.raises(TypeError, match="bogus"):
- df.rename_axis(bogus=None)
- @pytest.mark.parametrize(
- "kwargs, rename_index, rename_columns",
- [
- ({"mapper": None, "axis": 0}, True, False),
- ({"mapper": None, "axis": 1}, False, True),
- ({"index": None}, True, False),
- ({"columns": None}, False, True),
- ({"index": None, "columns": None}, True, True),
- ({}, False, False),
- ],
- )
- def test_rename_axis_none(self, kwargs, rename_index, rename_columns):
- # GH 25034
- index = Index(list("abc"), name="foo")
- columns = Index(["col1", "col2"], name="bar")
- data = np.arange(6).reshape(3, 2)
- df = DataFrame(data, index, columns)
- result = df.rename_axis(**kwargs)
- expected_index = index.rename(None) if rename_index else index
- expected_columns = columns.rename(None) if rename_columns else columns
- expected = DataFrame(data, expected_index, expected_columns)
- tm.assert_frame_equal(result, expected)
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