import pytest
import pandas as pd
from pandas import MultiIndex
import pandas.util.testing as tm
def check_level_names(index, names):
assert [level.name for level in index.levels] == list(names)
def test_slice_keep_name():
x = MultiIndex.from_tuples([("a", "b"), (1, 2), ("c", "d")], names=["x", "y"])
assert x[1:].names == x.names
def test_index_name_retained():
# GH9857
result = pd.DataFrame({"x": [1, 2, 6], "y": [2, 2, 8], "z": [-5, 0, 5]})
result = result.set_index("z")
result.loc[10] = [9, 10]
df_expected = pd.DataFrame(
{"x": [1, 2, 6, 9], "y": [2, 2, 8, 10], "z": [-5, 0, 5, 10]}
)
df_expected = df_expected.set_index("z")
tm.assert_frame_equal(result, df_expected)
def test_changing_names(idx):
# names should be applied to levels
level_names = [level.name for level in idx.levels]
check_level_names(idx, idx.names)
view = idx.view()
copy = idx.copy()
shallow_copy = idx._shallow_copy()
# changing names should change level names on object
new_names = [name + "a" for name in idx.names]
idx.names = new_names
check_level_names(idx, new_names)
# but not on copies
check_level_names(view, level_names)
check_level_names(copy, level_names)
check_level_names(shallow_copy, level_names)
# and copies shouldn't change original
shallow_copy.names = [name + "c" for name in shallow_copy.names]
check_level_names(idx, new_names)
def test_take_preserve_name(idx):
taken = idx.take([3, 0, 1])
assert taken.names == idx.names
def test_copy_names():
# Check that adding a "names" parameter to the copy is honored
# GH14302
multi_idx = pd.Index([(1, 2), (3, 4)], names=["MyName1", "MyName2"])
multi_idx1 = multi_idx.copy()
assert multi_idx.equals(multi_idx1)
assert multi_idx.names == ["MyName1", "MyName2"]
assert multi_idx1.names == ["MyName1", "MyName2"]
multi_idx2 = multi_idx.copy(names=["NewName1", "NewName2"])
assert multi_idx.equals(multi_idx2)
assert multi_idx.names == ["MyName1", "MyName2"]
assert multi_idx2.names == ["NewName1", "NewName2"]
multi_idx3 = multi_idx.copy(name=["NewName1", "NewName2"])
assert multi_idx.equals(multi_idx3)
assert multi_idx.names == ["MyName1", "MyName2"]
assert multi_idx3.names == ["NewName1", "NewName2"]
def test_names(idx, index_names):
# names are assigned in setup
names = index_names
level_names = [level.name for level in idx.levels]
assert names == level_names
# setting bad names on existing
index = idx
with pytest.raises(ValueError, match="^Length of names"):
setattr(index, "names", list(index.names) + ["third"])
with pytest.raises(ValueError, match="^Length of names"):
setattr(index, "names", [])
# initializing with bad names (should always be equivalent)
major_axis, minor_axis = idx.levels
major_codes, minor_codes = idx.codes
with pytest.raises(ValueError, match="^Length of names"):
MultiIndex(
levels=[major_axis, minor_axis],
codes=[major_codes, minor_codes],
names=["first"],
)
with pytest.raises(ValueError, match="^Length of names"):
MultiIndex(
levels=[major_axis, minor_axis],
codes=[major_codes, minor_codes],
names=["first", "second", "third"],
)
# names are assigned
index.names = ["a", "b"]
ind_names = list(index.names)
level_names = [level.name for level in index.levels]
assert ind_names == level_names
def test_duplicate_level_names_access_raises(idx):
# GH19029
idx.names = ["foo", "foo"]
with pytest.raises(ValueError, match="name foo occurs multiple times"):
idx._get_level_number("foo")