import numpy as np from pandas import ( DataFrame, Index, MultiIndex, Series, _testing as tm, ) def test_get_dummies(any_string_dtype): s = Series(["a|b", "a|c", np.nan], dtype=any_string_dtype) result = s.str.get_dummies("|") expected = DataFrame([[1, 1, 0], [1, 0, 1], [0, 0, 0]], columns=list("abc")) tm.assert_frame_equal(result, expected) s = Series(["a;b", "a", 7], dtype=any_string_dtype) result = s.str.get_dummies(";") expected = DataFrame([[0, 1, 1], [0, 1, 0], [1, 0, 0]], columns=list("7ab")) tm.assert_frame_equal(result, expected) def test_get_dummies_index(): # GH9980, GH8028 idx = Index(["a|b", "a|c", "b|c"]) result = idx.str.get_dummies("|") expected = MultiIndex.from_tuples( [(1, 1, 0), (1, 0, 1), (0, 1, 1)], names=("a", "b", "c") ) tm.assert_index_equal(result, expected) def test_get_dummies_with_name_dummy(any_string_dtype): # GH 12180 # Dummies named 'name' should work as expected s = Series(["a", "b,name", "b"], dtype=any_string_dtype) result = s.str.get_dummies(",") expected = DataFrame([[1, 0, 0], [0, 1, 1], [0, 1, 0]], columns=["a", "b", "name"]) tm.assert_frame_equal(result, expected) def test_get_dummies_with_name_dummy_index(): # GH 12180 # Dummies named 'name' should work as expected idx = Index(["a|b", "name|c", "b|name"]) result = idx.str.get_dummies("|") expected = MultiIndex.from_tuples( [(1, 1, 0, 0), (0, 0, 1, 1), (0, 1, 0, 1)], names=("a", "b", "c", "name") ) tm.assert_index_equal(result, expected)