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API/BUG: .apply will correctly infer output shape when axis=1 API Design Apply Apply, Aggregate, Transform, Map Bug Reshaping Concat, Merge/Join, Stack/Unstack, Explode
#18577 by jreback was merged Feb 7, 2018 Loading… 0.23.0
11
76
Convert result of group by agg to pyarrow if input is pyarrow Apply Apply, Aggregate, Transform, Map Arrow pyarrow functionality
#58129 by undermyumbrella1 was closed Aug 9, 2024 Loading…
5 tasks
BUG: inconsistent DataFrame.agg behavoir when passing as kwargs numeric_only=True Apply Apply, Aggregate, Transform, Map Stale
#49534 by thlautenschlaeger was closed Jan 23, 2023 Loading…
5 tasks done
Enh/group by.transform should accept similar arguments to group by.agg Apply Apply, Aggregate, Transform, Map Groupby
#58773 by abeltavares was closed Jun 26, 2024 Loading…
5 tasks done
BUG: fix DataFrame.apply returning wrong result when dealing with dtype (#28773) Apply Apply, Aggregate, Transform, Map Dtype Conversions Unexpected or buggy dtype conversions
#30304 by Reksbril was closed May 22, 2020 Loading…
5 tasks done
DOC: Updated convert_dtype of Series.apply Apply Apply, Aggregate, Transform, Map Docs
#39941 by sukriti1 was merged Apr 25, 2021 Loading…
1 of 4 tasks
1.3
REGR: fix non-reduction apply with tz-aware objects Apply Apply, Aggregate, Transform, Map Regression Functionality that used to work in a prior pandas version
#31614 by jorisvandenbossche was merged Feb 5, 2020 Loading… 1.0.1
BUG: DataFrameGroupBy.transform with axis=1 fails (#36308) Apply Apply, Aggregate, Transform, Map Bug Groupby
#36350 by ethanator was merged Nov 14, 2020 Loading…
5 tasks done
1.2
BUG: Fixed NDFrame.transform('abs') Apply Apply, Aggregate, Transform, Map Regression Functionality that used to work in a prior pandas version
#20800 by TomAugspurger was merged Apr 25, 2018 Loading… 0.23.0
BUG 58031 -- groupby aggregate dtype consistency Apply Apply, Aggregate, Transform, Map Dtype Conversions Unexpected or buggy dtype conversions Groupby Stale
#58258 by longovin was closed Jun 3, 2024 Loading…
5 tasks
fixed transform docs Apply Apply, Aggregate, Transform, Map Docs Stale
#43058 by willie3838 was closed Oct 16, 2021 Loading…
4 tasks
1.4
POC: New UDF methods option API Design Apply Apply, Aggregate, Transform, Map Stale
#43678 by rhshadrach was closed Oct 26, 2021 Draft
2 of 3 tasks
BUG: DataFrame.apply with result_type=reduce incorrect index Apply Apply, Aggregate, Transform, Map Bug
#35777 by jbrockmendel was merged Aug 22, 2020 Loading…
4 of 5 tasks
1.1.2
TST: Add a regression test for the timezone issue Apply Apply, Aggregate, Transform, Map Testing pandas testing functions or related to the test suite Timezones Timezone data dtype
#29097 by grigoriosgiann was merged Oct 20, 2019 Loading…
4 tasks done
1.0.0
Fixed code breakage for return_type = tuples for axis = 0 Apply Apply, Aggregate, Transform, Map Stale
#39375 by rajat315315 was closed Mar 10, 2021 Loading…
4 tasks done
1.3
Test : Pandas 1.0.5 → 1.1.0 behavior change on DataFrame.apply() where fn returns np.ndarray Apply Apply, Aggregate, Transform, Map Testing pandas testing functions or related to the test suite
#46199 by weikhor was merged Mar 7, 2022 Loading…
1 of 4 tasks
1.5
Series.map Performance Improvement When Using Dictionaries Apply Apply, Aggregate, Transform, Map Performance Memory or execution speed performance Stale
#46348 by ryansdowning was closed May 7, 2022 Loading…
1 of 4 tasks
BUG: Fix BaseWindowGroupby.aggregate where as_index is ignored Apply Apply, Aggregate, Transform, Map Groupby Window rolling, ewma, expanding
#54973 by ihsansecer was closed Sep 16, 2023 Loading…
4 of 5 tasks
BUG: Fix agg with single-element function list given arg and kwargs Apply Apply, Aggregate, Transform, Map Groupby
#50725 by luke396 was closed Jan 18, 2023 Loading…
5 tasks done
Fix faulty logic with apply_empty_result() Apply Apply, Aggregate, Transform, Map Reshaping Concat, Merge/Join, Stack/Unstack, Explode Stale
#44937 by domdellumich was closed Feb 13, 2022 Loading…
2 of 3 tasks
return nan on empty groups Apply Apply, Aggregate, Transform, Map Bug Groupby Stale
#46506 by eytanohana was closed May 24, 2022 Loading…
1 task
BUG: Allow apply of ufunc over Series of list-like Apply Apply, Aggregate, Transform, Map Bug Numeric Operations Arithmetic, Comparison, and Logical operations
#33496 by dsaxton was closed Apr 13, 2020 Loading…
5 tasks
BUG: of apply function of DataFrame reported in issues #39166 Apply Apply, Aggregate, Transform, Map
#39296 by jmishra01 was closed Jan 25, 2021 Loading…
1 of 4 tasks
ProTip! What’s not been updated in a month: updated:<2025-11-01.