What’s new in 1.3.4 (October 17, 2021)

These are the changes in pandas 1.3.4. See Release notes for a full changelog including other versions of pandas.

Fixed regressions

• Fixed regression in DataFrame.convert_dtypes() incorrectly converts byte strings to strings (GH 43183)

• Fixed regression in DataFrameGroupBy.agg() and SeriesGroupBy.agg() were failing silently with mixed data types along axis=1 and MultiIndex (GH 43209)

• Fixed regression in merge() with integer and NaN keys failing with outer merge (GH 43550)

• Fixed regression in DataFrame.corr() raising ValueError with method="spearman" on 32-bit platforms (GH 43588)

• Fixed performance regression in MultiIndex.equals() (GH 43549)

• Fixed performance regression in DataFrameGroupBy.first(), SeriesGroupBy.first(), DataFrameGroupBy.last(), and SeriesGroupBy.last() with StringDtype (GH 41596)

• Fixed regression in Series.cat.reorder_categories() failing to update the categories on the Series (GH 43232)

• Fixed regression in Series.cat.categories() setter failing to update the categories on the Series (GH 43334)

• Fixed regression in read_csv() raising UnicodeDecodeError exception when memory_map=True (GH 43540)

• Fixed regression in DataFrame.explode() raising AssertionError when column is any scalar which is not a string (GH 43314)

• Fixed regression in Series.aggregate() attempting to pass args and kwargs multiple times to the user supplied func in certain cases (GH 43357)

• Fixed regression when iterating over a DataFrame.groupby.rolling object causing the resulting DataFrames to have an incorrect index if the input groupings were not sorted (GH 43386)

• Fixed regression in DataFrame.groupby.rolling.cov() and DataFrame.groupby.rolling.corr() computing incorrect results if the input groupings were not sorted (GH 43386)

Bug fixes

• Fixed bug in pandas.DataFrame.groupby.rolling() and pandas.api.indexers.FixedForwardWindowIndexer leading to segfaults and window endpoints being mixed across groups (GH 43267)

• Fixed bug in DataFrameGroupBy.mean() and SeriesGroupBy.mean() with datetimelike values including NaT values returning incorrect results (GH 43132)

• Fixed bug in Series.aggregate() not passing the first args to the user supplied func in certain cases (GH 43357)

• Fixed memory leaks in Series.rolling.quantile() and Series.rolling.median() (GH 43339)

Other

• The minimum version of Cython needed to compile pandas is now 0.29.24 (GH 43729)

Contributors

For contributors, please see /usr/share/doc/contributors_list.txt or https://github.com/pandas-dev/pandas/graphs/contributors