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Issues: pandas-dev/pandas
FEEDBACK: PyArrow as a required dependency and PyArrow backed...
#54466
opened Aug 9, 2023 by
phofl
Open
154
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BUG: DataFrame.to_dict(orient="records") does not return native types with frame constructed from pyarrow Scalars
Arrow
pyarrow functionality
Bug
Dtype Conversions
Unexpected or buggy dtype conversions
ExtensionArray
Extending pandas with custom dtypes or arrays.
#37642
opened Nov 5, 2020 by
arw2019
BUG: NA does not propagate through mask and where/ raises AssertionError in 1.1.0rc
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
NA - MaskedArrays
Related to pd.NA and nullable extension arrays
Regression
Functionality that used to work in a prior pandas version
#35429
opened Jul 27, 2020 by
johnflavin
2 of 3 tasks
ENH: use EA.argmin/argmax in EA._reduce / Series.argmin/argmax
Closing Candidate
May be closeable, needs more eyeballs
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
#35178
opened Jul 8, 2020 by
jorisvandenbossche
BUG: DataFrame construction from EA scalar gives object dtype
Bug
Dtype Conversions
Unexpected or buggy dtype conversions
ExtensionArray
Extending pandas with custom dtypes or arrays.
Indexing
Related to indexing on series/frames, not to indexes themselves
#34959
opened Jun 23, 2020 by
justinessert
3 tasks done
ENH: Pass arguments to pyarrow functionality
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
IO CSV
read_csv, to_csv
to_pandas
in `read_csv(engine="pyarrow")
Arrow
#34823
opened Jun 16, 2020 by
xhochy
BUG: StringArray non-extensible due to inconsisent assertion
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Strings
String extension data type and string data
Subclassing
Subclassing pandas objects
#34309
opened May 22, 2020 by
sbrugman
Series construction with dtype=JSONDtype() and index with collection as 'scalar'
API - Consistency
Internal Consistency of API/Behavior
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Nested Data
Data where the values are collections (lists, sets, dicts, objects, etc.).
#33901
opened Apr 30, 2020 by
simonjayhawkins
3 tasks done
BUG: Series construction with dtype=JSONDtype() and index but no data RecursionError
API - Consistency
Internal Consistency of API/Behavior
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Nested Data
Data where the values are collections (lists, sets, dicts, objects, etc.).
#33900
opened Apr 30, 2020 by
simonjayhawkins
3 tasks done
BUG: ExtensionArray TestMethods.test_where_series (override is_scalar)
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
#33825
opened Apr 27, 2020 by
andrewgsavage
1 of 3 tasks
BUG: mix of int and pd.NA defaults to object dtype
Constructors
Series/DataFrame/Index/pd.array Constructors
Dtype Conversions
Unexpected or buggy dtype conversions
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
NA - MaskedArrays
Related to pd.NA and nullable extension arrays
Needs Discussion
Requires discussion from core team before further action
PDEP missing values
Issues that would be addressed by the Ice Cream Agreement from the Aug 2023 sprint
#33662
opened Apr 19, 2020 by
eddy-geek
2 tasks done
BUG: concat_{categorical, compat} leads to erroneous result on non-ns datetime-EA
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Needs Tests
Unit test(s) needed to prevent regressions
Non-Nano
datetime64/timedelta64 with non-nanosecond resolution
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#33331
opened Apr 6, 2020 by
xhochy
BUG: ExtensionArray formatting of datetime-like forces nanosecond precision
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Output-Formatting
__repr__ of pandas objects, to_string
#33319
opened Apr 6, 2020 by
xhochy
EA interface - requirements for "hashable, value+order-preserving ndarray"
API Design
ExtensionArray
Extending pandas with custom dtypes or arrays.
Needs Discussion
Requires discussion from core team before further action
#33276
opened Apr 3, 2020 by
jorisvandenbossche
BUG: Categorical.values_for_(factorize|argsort) dont preserve order
Bug
Categorical
Categorical Data Type
ExtensionArray
Extending pandas with custom dtypes or arrays.
#33245
opened Apr 2, 2020 by
jbrockmendel
Support pydata/sparse arrays in DataFrame
Closing Candidate
May be closeable, needs more eyeballs
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
Internals
Related to non-user accessible pandas implementation
Needs Discussion
Requires discussion from core team before further action
Sparse
Sparse Data Type
#33182
opened Mar 31, 2020 by
TomAugspurger
BUG: assignment with enlargement gives object dtype with ExtensionArrays
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Indexing
Related to indexing on series/frames, not to indexes themselves
setitem-with-expansion
#32346
opened Feb 29, 2020 by
jorisvandenbossche
Using scipy's entropy function with "string" dtype
Bug
Compat
pandas objects compatability with Numpy or Python functions
ExtensionArray
Extending pandas with custom dtypes or arrays.
Strings
String extension data type and string data
#32234
opened Feb 25, 2020 by
SylvainLan
JSON table orient not roundtripping extension types
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
IO JSON
read_json, to_json, json_normalize
#32037
opened Feb 16, 2020 by
navado
IntervalArray equality with wrong length Iterable raises TypeError
API - Consistency
Internal Consistency of API/Behavior
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Interval
Interval data type
Needs Discussion
Requires discussion from core team before further action
Numeric Operations
Arithmetic, Comparison, and Logical operations
#31646
opened Feb 4, 2020 by
simonjayhawkins
Handle ExtensionArrays in cut
cut
cut, qcut
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
#31389
opened Jan 28, 2020 by
TomAugspurger
ENH: investigate using a bitarray as the mask in the nullable/masked ExtensionArrays
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
Missing-data
np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate
NA - MaskedArrays
Related to pd.NA and nullable extension arrays
Needs Discussion
Requires discussion from core team before further action
#31293
opened Jan 24, 2020 by
jorisvandenbossche
Writing HDF5 with StringDtype columns fails with AttributeError: 'StringArray' object has no attribute 'size'
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
IO HDF5
read_hdf, HDFStore
Strings
String extension data type and string data
#31199
opened Jan 22, 2020 by
gerritholl
Incorrect boolean bitwise conversion when dtype=object
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
#31035
opened Jan 15, 2020 by
eric-downes
BUG: pd.NA is not compatible with searchsorted
Bug
ExtensionArray
Extending pandas with custom dtypes or arrays.
Missing-data
np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate
NA - MaskedArrays
Related to pd.NA and nullable extension arrays
#30944
opened Jan 12, 2020 by
jschendel
ENH/PERF: allow mask to be optional in our masked ExtensionArrays
Enhancement
ExtensionArray
Extending pandas with custom dtypes or arrays.
Missing-data
np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate
NA - MaskedArrays
Related to pd.NA and nullable extension arrays
Performance
Memory or execution speed performance
#30435
opened Dec 23, 2019 by
jorisvandenbossche
ProTip!
Follow long discussions with comments:>50.