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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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ENH: Unexpected or buggy dtype conversions
Enhancement
NA - MaskedArrays
Related to pd.NA and nullable extension arrays
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
df.join
should not convert int32 to float but instead pd.Int32Dtype
when introducing NaN
Dtype Conversions
#48421
opened Sep 6, 2022 by
septatrix
1 of 3 tasks
BUG: Crosstab inconsistent with using aggfunc=sum when MultiIndex has category
Bug
Categorical
Categorical Data Type
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#47147
opened May 27, 2022 by
BraisLP
ENH: Add Internal Consistency of API/Behavior
Deprecate
Functionality to remove in pandas
Enhancement
Needs Discussion
Requires discussion from core team before further action
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
lsuffix=
/rsuffix=
kwargs to pd.merge()
and df.merge()
API - Consistency
#46046
opened Feb 18, 2022 by
wany-oh
BUG: Pivot table on empty frame generates MultiIndex (regression)
Bug
Regression
Functionality that used to work in a prior pandas version
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#46475
opened Mar 22, 2022 by
rxxg
3 tasks done
BUG: pd.concat on DF with time series containing daylight/non-daylight savings times changes some time index values and sets data values to NaN
Bug
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
Timezones
Timezone data dtype
#46539
opened Mar 28, 2022 by
davehemming
3 tasks done
ENH: allow preserving one of the indexes when merging two DataFrames
Enhancement
Needs Discussion
Requires discussion from core team before further action
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#46882
opened Apr 27, 2022 by
multimeric
ENH: Add Requires discussion from core team before further action
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
pd.Series.stack() -> pd.MultiIndex
Enhancement
Needs Discussion
#49749
opened Nov 17, 2022 by
erezinman
1 of 3 tasks
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
BUG: column labels converted to string in merge
Bug
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#46885
opened Apr 27, 2022 by
ericman93
3 tasks done
API: ExtensionArray._concat_same_type doesn't define Extending pandas with custom dtypes or arrays.
PDEP missing values
Issues that would be addressed by the Ice Cream Agreement from the Aug 2023 sprint
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
axis
API Design
ExtensionArray
#47514
opened Jun 26, 2022 by
mroeschke
PERF: Memory leak when returning subset of DataFrame and deleting the rest
Indexing
Related to indexing on series/frames, not to indexes themselves
Performance
Memory or execution speed performance
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#49582
opened Nov 8, 2022 by
mar-ses
3 tasks done
BUG: Full outer of single index dataframe on multi-index dataframe behavior not as expected
Bug
MultiIndex
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#49516
opened Nov 4, 2022 by
david6l34
2 of 3 tasks
ENH: "one-to-one" validation in left join should ignore right side non unique that are not in left
Enhancement
Needs Discussion
Requires discussion from core team before further action
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#50492
opened Dec 29, 2022 by
alonme
1 of 3 tasks
ENH: allow EAs to override MergeOperation._get_join_indexers
API Design
ExtensionArray
Extending pandas with custom dtypes or arrays.
Performance
Memory or execution speed performance
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#53696
opened Jun 15, 2023 by
jbrockmendel
DEPR: left_index, right_index in pd.merge
Deprecate
Functionality to remove in pandas
Needs Discussion
Requires discussion from core team before further action
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#53783
opened Jun 22, 2023 by
jbrockmendel
3 tasks done
DEPR: Some dropna behaviors in DataFrame.pivot_table
Deprecate
Functionality to remove in pandas
Missing-data
np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate
Needs Discussion
Requires discussion from core team before further action
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#53521
opened Jun 4, 2023 by
rhshadrach
DEPR: pd.merge vs DataFrame.merge
Deprecate
Functionality to remove in pandas
Needs Discussion
Requires discussion from core team before further action
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#53708
opened Jun 17, 2023 by
jbrockmendel
3 tasks done
BUG: pyarrow functionality
Bug
Reshaping
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DataFrame.pivot
fails with pyarrow
backend if variable is already encoded as dictionary
Arrow
#53051
opened May 3, 2023 by
randolf-scholz
3 tasks done
BUG: datetime64/timedelta64 with non-nanosecond resolution
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
df1.merge(df2, on='ds', how='outer')
not convert column ds
to the highest resolution datetime type of the two dfs
Bug
Non-Nano
BUG/TST: can_use_libjoin cases with mixed-freq Periods
Bug
Period
Period data type
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
Testing
pandas testing functions or related to the test suite
#55333
opened Sep 30, 2023 by
jbrockmendel
BUG/TST: can_use_libjoin exclude CategoricalDtype?
Bug
Categorical
Categorical Data Type
Index
Related to the Index class or subclasses
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#55335
opened Sep 30, 2023 by
jbrockmendel
BUG: Index.join different sorting behavior in libjoin faspath
Bug
Index
Related to the Index class or subclasses
Internals
Related to non-user accessible pandas implementation
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#54646
opened Aug 20, 2023 by
jbrockmendel
ENH: dataframe.explode() function variant
Enhancement
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#55063
opened Sep 8, 2023 by
jablka
2 of 3 tasks
BUG: DataFrame.explode() does not gracefully handle tuple arguments
Bug
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#55142
opened Sep 15, 2023 by
BenjaminHelyer
3 tasks done
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