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Issues: pandas-dev/pandas
FEEDBACK: PyArrow as a required dependency and PyArrow backed...
#54466
opened Aug 9, 2023 by
phofl
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BUG: Python 3.14 may not increment refcount
Bug
Copy / view semantics
Needs Discussion
Requires discussion from core team before further action
Warnings
Warnings that appear or should be added to pandas
#61368
opened Apr 28, 2025 by
tacaswell
3 tasks done
BUG: memory leak when slice series var assigning to itself
Bug
Closing Candidate
May be closeable, needs more eyeballs
Copy / view semantics
Performance
Memory or execution speed performance
#60640
opened Jan 2, 2025 by
hefvcjm
2 of 3 tasks
PERF: regression on mean(axis=1) compared to old pandas version
Copy / view semantics
Performance
Memory or execution speed performance
#60469
opened Dec 2, 2024 by
Remy-ooo
2 of 3 tasks
DOC: Series.update throws a Requires discussion from core team before further action
Warnings
Warnings that appear or should be added to pandas
FutureWarning
about def[col] = df[col].method
but .update
returns None
and works inplace
Copy / view semantics
Needs Discussion
#59788
opened Sep 13, 2024 by
spawn-guy
1 task done
BUG: CoW does not seem to work on an index with duplicated labels
Closing Candidate
May be closeable, needs more eyeballs
Copy / view semantics
Performance
Memory or execution speed performance
#59272
opened Jul 18, 2024 by
arnaudlegout
2 of 3 tasks
API/CoW: take view of underlying Block values for shallow (deep=False) copies
Copy / view semantics
Stale
#58966
opened Jun 10, 2024 by
jorisvandenbossche
•
Draft
5 tasks
BUG: Pandas Discrepancies in Handling Non-English Data During Memory Optimization
Bug
Copy / view semantics
Performance
Memory or execution speed performance
#58233
opened Apr 12, 2024 by
smbslt3
3 tasks done
Potential perf regressions introduced by Copy-on-Write
Copy / view semantics
Performance
Memory or execution speed performance
Regression
Functionality that used to work in a prior pandas version
#57431
opened Feb 15, 2024 by
rhshadrach
22 of 50 tasks
DEPR (PDEP-7/CoW): deprecate and remove Functionality to remove in pandas
copy
keyword (except in constructors)
Copy / view semantics
Deprecate
CoW warning mode for cases that will change behaviour
Copy / view semantics
Deprecate
Functionality to remove in pandas
Evaluate using WeakSet for reference tracking
Copy / view semantics
Enhancement
#55631
opened Oct 22, 2023 by
phofl
3 tasks
REGR: groupby.transform with a UDF performance
Copy / view semantics
Groupby
Performance
Memory or execution speed performance
Regression
Functionality that used to work in a prior pandas version
Transformations
e.g. cumsum, diff, rank
API: with CoW, should every new Series/DataFrame object also have its own new Index objects?
API Design
Copy / view semantics
Index
Related to the Index class or subclasses
Copy-on-Write (CoW): index labels are still shared mutable state
API Design
Copy / view semantics
Index
Related to the Index class or subclasses
#53529
opened Jun 5, 2023 by
tswast
2 of 3 tasks
ENH: switch to copy=False by default when DataFrame is constructed from dict of Series/Index for CoW
Constructors
Series/DataFrame/Index/pd.array Constructors
Copy / view semantics
Enhancement
Needs Discussion
Requires discussion from core team before further action
BUG: CoW and np.asarray leads to surprising issues
Bug
Copy / view semantics
#52823
opened Apr 21, 2023 by
bashtage
CoW: Investigate copy=False internally in Series constructor
Copy / view semantics
#52510
opened Apr 7, 2023 by
phofl
PDEP-8: Inplace methods in pandas
Copy / view semantics
inplace
Relating to inplace parameter or equivalent
PDEP
pandas enhancement proposal
#51466
opened Feb 17, 2023 by
lithomas1
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BUG: ChainedAssignmentError for CoW not working when setitem is called from cython
Bug
Copy / view semantics
#51315
opened Feb 10, 2023 by
jorisvandenbossche
API/BUG: pd.concat doesn't copy indexes if with axis=1 and copy=True when they are the same
Bug
Copy / view semantics
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#50673
opened Jan 11, 2023 by
lithomas1
Copy-on-Write (PDEP-7) follow-up overview issue
Copy / view semantics
Master Tracker
High level tracker for similar issues
#48998
opened Oct 7, 2022 by
jorisvandenbossche
21 of 38 tasks
PERF: Memory duplication spotted when dropping columns/axis from a dataframe with Memory or execution speed performance
inplace=True
Copy / view semantics
Performance
#48682
opened Sep 21, 2022 by
ArcRiiad
3 tasks done
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