What’s new in 2.0.2 (May 29, 2023) — pandas 3.0.0.dev0+2104.ge637b4290d documentation (original) (raw)

• Release notes
• What’s new in 2.0.2 (May 29, 2023)

These are the changes in pandas 2.0.2. See Release notes for a full changelog including other versions of pandas.

Fixed regressions#

• Fixed performance regression in GroupBy.apply() (GH 53195)
• Fixed regression in merge() on Windows when dtype is np.intc (GH 52451)
• Fixed regression in read_sql() dropping columns with duplicated column names (GH 53117)
• Fixed regression in DataFrame.loc() losing MultiIndex name when enlarging object (GH 53053)
• Fixed regression in DataFrame.to_string() printing a backslash at the end of the first row of data, instead of headers, when the DataFrame doesn’t fit the line width (GH 53054)
• Fixed regression in MultiIndex.join() returning levels in wrong order (GH 53093)

Bug fixes#

• Bug in arrays.ArrowExtensionArray incorrectly assigning dict instead of list for .type with pyarrow.map_ and raising a NotImplementedError with pyarrow.struct (GH 53328)
• Bug in api.interchange.from_dataframe() was raising IndexError on empty categorical data (GH 53077)
• Bug in api.interchange.from_dataframe() was returning DataFrame’s of incorrect sizes when called on slices (GH 52824)
• Bug in api.interchange.from_dataframe() was unnecessarily raising on bitmasks (GH 49888)
• Bug in merge() when merging on datetime columns on different resolutions (GH 53200)
• Bug in read_csv() raising OverflowError for engine="pyarrow" and parse_dates set (GH 53295)
• Bug in to_datetime() was inferring format to contain "%H" instead of "%I" if date contained “AM” / “PM” tokens (GH 53147)
• Bug in to_timedelta() was raising ValueError with pandas.NA (GH 52909)
• Bug in DataFrame.__getitem__() not preserving dtypes for MultiIndex partial keys (GH 51895)
• Bug in DataFrame.convert_dtypes() ignores convert_* keywords when set to False dtype_backend="pyarrow" (GH 52872)
• Bug in DataFrame.convert_dtypes() losing timezone for tz-aware dtypes and dtype_backend="pyarrow" (GH 53382)
• Bug in DataFrame.sort_values() raising for PyArrow dictionary dtype (GH 53232)
• Bug in Series.describe() treating pyarrow-backed timestamps and timedeltas as categorical data (GH 53001)
• Bug in Series.rename() not making a lazy copy when Copy-on-Write is enabled when a scalar is passed to it (GH 52450)
• Bug in pd.array() raising for NumPy array and pa.large_string or pa.large_binary (GH 52590)

Other#

• Raised a better error message when calling Series.dt.to_pydatetime() with ArrowDtype with pyarrow.date32 or pyarrow.date64 type (GH 52812)

Contributors#

A total of 18 people contributed patches to this release. People with a “+” by their names contributed a patch for the first time.

• Gianluca Ficarelli +
• Guillaume Lemaitre
• Joris Van den Bossche
• Julian Badillo +
• Luke Manley
• Lumberbot (aka Jack) +
• Marc Garcia
• Marco Edward Gorelli
• MarcoGorelli
• Matt Richards
• Matthew Roeschke
• MeeseeksMachine
• Pandas Development Team
• Patrick Hoefler
• Simon Høxbro Hansen +
• Thomas Li
• Yao Xiao +
• dependabot[bot]