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BUG: replace with value also being replaced #46335

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Mar 12, 2022
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1 change: 1 addition & 0 deletions doc/source/whatsnew/v1.4.2.rst
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@ Fixed regressions
- Fixed regression in :func:`read_csv` killing python process when invalid file input was given for ``engine="c"`` (:issue:`45957`)
- Fixed memory performance regression in :meth:`Series.fillna` when called on a :class:`DataFrame` column with ``inplace=True`` (:issue:`46149`)
- Provided an alternative solution for passing custom Excel formats in :meth:`.Styler.to_excel`, which was a regression based on stricter CSS validation. Examples available in the documentation for :meth:`.Styler.format` (:issue:`46152`)
- Fixed regression in :meth:`DataFrame.replace` when a replacement value was also a target for replacement (:issue:`46335`)
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will change the issue number to #46306 in a release note tidy up

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done in #46354

- Fixed regression in :meth:`DataFrame.loc.__setitem__` losing :class:`MultiIndex` names if :class:`DataFrame` was empty before (:issue:`46317`)
-

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15 changes: 12 additions & 3 deletions pandas/core/internals/blocks.py
Original file line number Diff line number Diff line change
Expand Up @@ -612,9 +612,18 @@ def replace(

else:
# split so that we only upcast where necessary
return self.split_and_operate(
type(self).replace, to_replace, value, inplace=True
)
blocks = []
for i, nb in enumerate(self._split()):
blocks.extend(
type(self).replace(
nb,
to_replace=to_replace,
value=value,
inplace=True,
mask=mask[i : i + 1],
)
)
return blocks

@final
def _replace_regex(
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7 changes: 7 additions & 0 deletions pandas/tests/frame/methods/test_replace.py
Original file line number Diff line number Diff line change
Expand Up @@ -1542,3 +1542,10 @@ def test_replace_regex_dtype_frame(self, regex):
expected_df2 = DataFrame({"A": [1], "B": ["1"]})
result_df2 = df2.replace(to_replace="0", value=1, regex=regex)
tm.assert_frame_equal(result_df2, expected_df2)

def test_replace_with_value_also_being_replaced(self):
# GH46306
df = DataFrame({"A": [0, 1, 2], "B": [1, 0, 2]})
result = df.replace({0: 1, 1: np.nan})
expected = DataFrame({"A": [1, np.nan, 2], "B": [np.nan, 1, 2]})
tm.assert_frame_equal(result, expected)