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Pull requests: pandas-dev/pandas
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PERF: move string decoding from Python into Cython in read_sas
Performance
Memory or execution speed performance
#64771
opened Mar 22, 2026 by
jbrockmendel
•
Draft
1 task done
PERF: reuse decompression buffer in SAS7BDAT reader
Performance
Memory or execution speed performance
#64770
opened Mar 22, 2026 by
jbrockmendel
•
Draft
2 tasks done
PERF: read SAS page headers in Cython instead of Python
Performance
Memory or execution speed performance
#64769
opened Mar 22, 2026 by
jbrockmendel
•
Draft
1 task done
PERF: pre-compute date/datetime column classification in SAS7BDAT reader
IO SAS
SAS: read_sas
Performance
Memory or execution speed performance
#64768
opened Mar 22, 2026 by
jbrockmendel
•
Draft
1 task done
BUG: MultiIndex.sortlevel raises TypeError for incomparable types
Bug
#64767
opened Mar 22, 2026 by
jbrockmendel
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3 tasks done
PERF: avoid TextIOWrapper wrapping for binary file-like objects in read_csv
Performance
Memory or execution speed performance
#64766
opened Mar 22, 2026 by
jbrockmendel
•
Draft
2 tasks
PERF: avoid dense-then-resparsify round-trip in SparseArray.isna
Performance
Memory or execution speed performance
Sparse
Sparse Data Type
#64765
opened Mar 22, 2026 by
jbrockmendel
•
Draft
2 tasks done
PERF: dispatch is_monotonic_increasing/decreasing to ExtensionArray
Performance
Memory or execution speed performance
#64764
opened Mar 22, 2026 by
jbrockmendel
•
Draft
4 tasks done
DEPR: Rename startingMonth to starting_month on offset classes
Deprecate
Functionality to remove in pandas
#64763
opened Mar 22, 2026 by
jbrockmendel
•
Draft
5 tasks done
PERF: use PyArrow native cast for int/bool to string conversion
Performance
Memory or execution speed performance
#64762
opened Mar 22, 2026 by
jbrockmendel
•
Draft
3 tasks done
PERF: use pyarrow dictionary_encode for hashing arrow string/binary types
Performance
Memory or execution speed performance
#64761
opened Mar 22, 2026 by
jbrockmendel
•
Draft
2 tasks done
PERF: Use openpyxl write_only mode in DataFrame.to_excel
Performance
Memory or execution speed performance
#64760
opened Mar 22, 2026 by
jbrockmendel
•
Draft
3 tasks done
DEPR: dropna in pivot_table and crosstab
Deprecate
Functionality to remove in pandas
#64759
opened Mar 22, 2026 by
jbrockmendel
•
Draft
3 tasks done
PERF: use Cython for SparseArray groupby operations
Groupby
Performance
Memory or execution speed performance
Sparse
Sparse Data Type
#64758
opened Mar 22, 2026 by
jbrockmendel
•
Draft
3 tasks done
Update docstring for methods where inplace keyword is deprecated
#64757
opened Mar 22, 2026 by
tamhahn
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3 tasks done
PERF: short-circuit fragmentation check in BlockManager.insert
Performance
Memory or execution speed performance
#64756
opened Mar 22, 2026 by
jbrockmendel
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1 task done
BUG: raise on uint64 overflow in to_datetime and to_timedelta
Bug
#64755
opened Mar 22, 2026 by
jbrockmendel
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2 tasks done
BUG: Cast np.str_ to str before Cython typed-str calls
Bug
#64754
opened Mar 22, 2026 by
jbrockmendel
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DEPR: Deprecate .at setitem with expansion
Deprecate
Functionality to remove in pandas
#64753
opened Mar 22, 2026 by
jbrockmendel
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4 tasks done
BUG: Fix _replace_regex mutating StringArray in-place for non-inplace replace
Bug
#64752
opened Mar 21, 2026 by
jbrockmendel
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DEPR: DataFrame/Series.to_period and .to_timestamp
Deprecate
Functionality to remove in pandas
#64751
opened Mar 21, 2026 by
jbrockmendel
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7 tasks done
REF: use fast_float to read custom decimal separator
#64748
opened Mar 21, 2026 by
Alvaro-Kothe
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3 of 7 tasks
DOC: freeze v0.x whatsnew notes
Docs
#64742
opened Mar 20, 2026 by
jbrockmendel
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3 tasks done
DOC: Document Series reindexing behavior on DataFrame column assignment
#64741
opened Mar 20, 2026 by
shivamshinde123
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4 tasks done
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