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Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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Pandas v1.5.0rc0

Pandas: v1.5.0rc0 Release

Release date:
August 23, 2022
Previous version:
v1.5.0.dev0 (released August 30, 2022)
Magnitude:
87,214 Diff Delta
Contributors:
190 total committers
Data confidence:
Commits:
1,188 impacting commits

1188 Commits in this Release

Ordered by the degree to which they evolved the repo in this version.

Revert Interval/IntervalIndex/interval_range.inclusive deprecation (#48116)
Authored August 18, 2022
API: New copy / view semantics using Copy-on-Write (#46958)
Authored August 20, 2022
DOC: Add numpydoc SS06 validation (#47885)
Authored July 30, 2022
DEPR: groupby numeric_only default (#47025)
Authored May 18, 2022
TST: Use less autouse=True when unecessary (#45688)
Authored January 29, 2022
TST/CLN: organize SparseArray tests (#45693)
Authored January 29, 2022
REGR: revert behaviour change for concat with empty/all-NaN data (#47372)
Authored June 22, 2022
TYP: pandas.core.series annotations from pandas-stubs (#47926)
Authored August 15, 2022
CLN: rolling step followups (#46191)
Authored March 2, 2022
ENH: Incorproate ArrowDtype into ArrowExtensionArray (#47034)
Authored June 9, 2022
ENH: Add numeric_only to window ops (#47265)
Authored June 8, 2022
CLN: test_eval.py (#45829)
Authored February 4, 2022
TST: Don't use autouse fixture in test_eval (#45832)
Authored February 5, 2022
ENH: Index[bool] (#45061)
Authored February 5, 2022
Revert inclusive default change of IntervalDtype (#47367)
Authored July 6, 2022
TST: Use fixtures instead of setup_method (#45842)
Authored February 7, 2022
WARN,TST check stacklevel for all warnings (#47998)
Authored August 17, 2022
TST/CLN: Consolidate creation of groupby method args (#47973)
Authored August 8, 2022
Remove windows shim (#46437)
Authored April 23, 2022
ENH: Use pyarrow.compute for unique, dropna (#46725)
Authored April 27, 2022
TST: skip -> xfail (#46387)
Authored March 17, 2022
API/TST: add tests for new copy/view behaviour (#46979)
Authored May 31, 2022
DEPR: na_sentinel in factorize (#47157)
Authored June 24, 2022
TST: Inline once used variables & parameterize (#45976)
Authored February 14, 2022
STYLE add future annotations where possible (#47769)
Authored July 18, 2022
TYP: misc return type annotations (#47558)
Authored July 3, 2022
ENH: Index[complex] (#45256)
Authored January 8, 2022
CI: Debug min build timing out (#45946)
Authored February 13, 2022
TYP: Ignore numpy related issues (#45244)
Authored January 10, 2022
DEPR: numeic_only in Series and SeriesGroupBy consistency (#47561)
Authored July 5, 2022
DEPR: undo deprecation of astype(int64) for datetimelike values (#45449)
Authored January 20, 2022
BUG: Fix remaining cases of groupby(...).transform with dropna=True (#46367)
Authored March 22, 2022
CLN: Share code between _BytesTarFile and _BytesZipFile (#47153)
Authored May 30, 2022
DEPR: args and kwargs in rolling, expanding, and ewm ops (#47851)
Authored July 29, 2022
DEPR: inplace kwarg in set_index (#48115)
Authored August 17, 2022
REG/REF: close file handles engine-independently in read_csv (#45389)
Authored January 16, 2022
DEPR: df.iloc[:, foo] = bar attempt to set inplace (#45333)
Authored May 23, 2022
TYP: pandas/io annotations from pandas-stubs (#47831)
Authored July 25, 2022
ENH: Add numeric_only to certain groupby ops (#46728)
Authored April 30, 2022
ENH: Index[complex] (#45845)
Authored February 10, 2022

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Top Contributors in v1.5.0rc0

jbrockmendel
mroeschke
rhshadrach
twoertwein
jorisvandenbossche
phofl
lukemanley
MarcoGorelli
lithomas1
attack68

Directory Browser for v1.5.0rc0

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Release Notes Published

We are pleased to announce a release candidate for pandas 1.5.0. If all goes well, we'll release pandas 1.5.0 in about two weeks.

See the whatsnew for a list of all the changes.

The release will be available on conda-forge and PyPI.

The release can be installed from PyPI

python -m pip install --upgrade --pre pandas==1.5.0rc0

Or from conda-forge

conda install -c conda-forge/label/pandas_rc pandas==1.5.0rc0

Please report any issues with the release candidate on the pandas issue tracker.

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