What’s new in 1.3.4 (October 17, 2021) — pandas 2.2.3 documentation (original) (raw)

• Release notes
• What’s new...

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#

A total of 17 people contributed patches to this release. People with a “+” by their names contributed a patch for the first time.

• Alexey Györi +
• DSM
• Irv Lustig
• Jeff Reback
• Julien de la Bruère-T +
• Matthew Zeitlin
• MeeseeksMachine
• Pandas Development Team
• Patrick Hoefler
• Richard Shadrach
• Shoham Debnath
• Simon Hawkins
• Thomas Li
• aptalca +
• jbrockmendel
• michal-gh +
• realead