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"""
Tests that can be parametrized over _any_ Index object.
"""
import re
import numpy as np
import pytest
from pandas.errors import InvalidIndexError
import pandas._testing as tm
def test_boolean_context_compat(index):
# GH#7897
with pytest.raises(ValueError, match="The truth value of a"):
if index:
pass
with pytest.raises(ValueError, match="The truth value of a"):
bool(index)
def test_sort(index):
msg = "cannot sort an Index object in-place, use sort_values instead"
with pytest.raises(TypeError, match=msg):
index.sort()
def test_hash_error(index):
with pytest.raises(TypeError, match=f"unhashable type: '{type(index).__name__}'"):
hash(index)
def test_mutability(index):
if not len(index):
pytest.skip("Test doesn't make sense for empty index")
msg = "Index does not support mutable operations"
with pytest.raises(TypeError, match=msg):
index[0] = index[0]
@pytest.mark.filterwarnings(r"ignore:PeriodDtype\[B\] is deprecated:FutureWarning")
def test_map_identity_mapping(index, request):
# GH#12766
result = index.map(lambda x: x)
if index.dtype == object and result.dtype == bool:
assert (index == result).all()
# TODO: could work that into the 'exact="equiv"'?
return # FIXME: doesn't belong in this file anymore!
tm.assert_index_equal(result, index, exact="equiv")
def test_wrong_number_names(index):
names = index.nlevels * ["apple", "banana", "carrot"]
with pytest.raises(ValueError, match="^Length"):
index.names = names
def test_view_preserves_name(index):
assert index.view().name == index.name
def test_ravel(index):
# GH#19956 ravel returning ndarray is deprecated, in 2.0 returns a view on self
res = index.ravel()
tm.assert_index_equal(res, index)
class TestConversion:
def test_to_series(self, index):
# assert that we are creating a copy of the index
ser = index.to_series()
assert ser.values is not index.values
assert ser.index is not index
assert ser.name == index.name
def test_to_series_with_arguments(self, index):
# GH#18699
# index kwarg
ser = index.to_series(index=index)
assert ser.values is not index.values
assert ser.index is index
assert ser.name == index.name
# name kwarg
ser = index.to_series(name="__test")
assert ser.values is not index.values
assert ser.index is not index
assert ser.name != index.name
def test_tolist_matches_list(self, index):
assert index.tolist() == list(index)
class TestRoundTrips:
def test_pickle_roundtrip(self, index):
result = tm.round_trip_pickle(index)
tm.assert_index_equal(result, index, exact=True)
if result.nlevels > 1:
# GH#8367 round-trip with timezone
assert index.equal_levels(result)
def test_pickle_preserves_name(self, index):
original_name, index.name = index.name, "foo"
unpickled = tm.round_trip_pickle(index)
assert index.equals(unpickled)
index.name = original_name
class TestIndexing:
def test_get_loc_listlike_raises_invalid_index_error(self, index):
# and never TypeError
key = np.array([0, 1], dtype=np.intp)
with pytest.raises(InvalidIndexError, match=r"\[0 1\]"):
index.get_loc(key)
with pytest.raises(InvalidIndexError, match=r"\[False True\]"):
index.get_loc(key.astype(bool))
def test_getitem_ellipsis(self, index):
# GH#21282
result = index[...]
assert result.equals(index)
assert result is not index
def test_slice_keeps_name(self, index):
assert index.name == index[1:].name
@pytest.mark.parametrize("item", [101, "no_int", 2.5])
def test_getitem_error(self, index, item):
msg = "|".join(
[
r"index 101 is out of bounds for axis 0 with size [\d]+",
re.escape(
"only integers, slices (`:`), ellipsis (`...`), "
"numpy.newaxis (`None`) and integer or boolean arrays "
"are valid indices"
),
"index out of bounds", # string[pyarrow]
]
)
with pytest.raises(IndexError, match=msg):
index[item]
class TestRendering:
def test_str(self, index):
# test the string repr
index.name = "foo"
assert "'foo'" in str(index)
assert type(index).__name__ in str(index)
class TestReductions:
def test_argmax_axis_invalid(self, index):
# GH#23081
msg = r"`axis` must be fewer than the number of dimensions \(1\)"
with pytest.raises(ValueError, match=msg):
index.argmax(axis=1)
with pytest.raises(ValueError, match=msg):
index.argmin(axis=2)
with pytest.raises(ValueError, match=msg):
index.min(axis=-2)
with pytest.raises(ValueError, match=msg):
index.max(axis=-3)