import numpy as np import pytest from pandas import ( DataFrame, Series, ) import pandas._testing as tm class SharedSetAxisTests: @pytest.fixture def obj(self): raise NotImplementedError("Implemented by subclasses") def test_set_axis(self, obj): # GH14636; this tests setting index for both Series and DataFrame new_index = list("abcd")[: len(obj)] expected = obj.copy() expected.index = new_index # inplace=False result = obj.set_axis(new_index, axis=0, inplace=False) tm.assert_equal(expected, result) @pytest.mark.parametrize("axis", [0, "index", 1, "columns"]) def test_set_axis_inplace_axis(self, axis, obj): # GH#14636 if obj.ndim == 1 and axis in [1, "columns"]: # Series only has [0, "index"] return new_index = list("abcd")[: len(obj)] expected = obj.copy() if axis in [0, "index"]: expected.index = new_index else: expected.columns = new_index result = obj.copy() result.set_axis(new_index, axis=axis, inplace=True) tm.assert_equal(result, expected) def test_set_axis_unnamed_kwarg_warns(self, obj): # omitting the "axis" parameter new_index = list("abcd")[: len(obj)] expected = obj.copy() expected.index = new_index with tm.assert_produces_warning(None): result = obj.set_axis(new_index, inplace=False) tm.assert_equal(result, expected) @pytest.mark.parametrize("axis", [3, "foo"]) def test_set_axis_invalid_axis_name(self, axis, obj): # wrong values for the "axis" parameter with pytest.raises(ValueError, match="No axis named"): obj.set_axis(list("abc"), axis=axis) def test_set_axis_setattr_index_not_collection(self, obj): # wrong type msg = ( r"Index\(\.\.\.\) must be called with a collection of some " r"kind, None was passed" ) with pytest.raises(TypeError, match=msg): obj.index = None def test_set_axis_setattr_index_wrong_length(self, obj): # wrong length msg = ( f"Length mismatch: Expected axis has {len(obj)} elements, " f"new values have {len(obj)-1} elements" ) with pytest.raises(ValueError, match=msg): obj.index = np.arange(len(obj) - 1) if obj.ndim == 2: with pytest.raises(ValueError, match="Length mismatch"): obj.columns = obj.columns[::2] class TestDataFrameSetAxis(SharedSetAxisTests): @pytest.fixture def obj(self): df = DataFrame( {"A": [1.1, 2.2, 3.3], "B": [5.0, 6.1, 7.2], "C": [4.4, 5.5, 6.6]}, index=[2010, 2011, 2012], ) return df class TestSeriesSetAxis(SharedSetAxisTests): @pytest.fixture def obj(self): ser = Series(np.arange(4), index=[1, 3, 5, 7], dtype="int64") return ser def test_nonkeyword_arguments_deprecation_warning(): # https://github.com/pandas-dev/pandas/issues/41485 df = DataFrame({"a": [1, 2, 3]}) msg = ( r"In a future version of pandas all arguments of DataFrame\.set_axis " r"except for the argument 'labels' will be keyword-only" ) with tm.assert_produces_warning(FutureWarning, match=msg): result = df.set_axis([1, 2, 4], 0) expected = DataFrame({"a": [1, 2, 3]}, index=[1, 2, 4]) tm.assert_frame_equal(result, expected) ser = Series([1, 2, 3]) msg = ( r"In a future version of pandas all arguments of Series\.set_axis " r"except for the argument 'labels' will be keyword-only" ) with tm.assert_produces_warning(FutureWarning, match=msg): result = ser.set_axis([1, 2, 4], 0) expected = Series([1, 2, 3], index=[1, 2, 4]) tm.assert_series_equal(result, expected)