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ENH: Add list accessor for PyArrow list types to support __getitem__ #55323

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Closed
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PabloRuizCuevas opened this issue Sep 29, 2023 · 6 comments · Fixed by #55777
Closed
3 tasks done

ENH: Add list accessor for PyArrow list types to support __getitem__ #55323

PabloRuizCuevas opened this issue Sep 29, 2023 · 6 comments · Fixed by #55777
Labels
Arrow pyarrow functionality Enhancement

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@PabloRuizCuevas
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Pandas version checks

  • I have checked that this issue has not already been reported.

  • I have confirmed this bug exists on the latest version of pandas.

  • I have confirmed this bug exists on the main branch of pandas.

Reproducible Example

import pyarrow as pa

# works
pd.Series(["tsht(thsat","gda(gr"]).str.split("(").str[0]
# works
pd.Series(["tsht(thsat","gda(gr"], dtype="string[pyarrow]").str.split("(").str[0]
# fails
pd.Series(["tsht(thsat","gda(gr"], dtype=pd.ArrowDtype(pa.string())).str.split("(").str[0]

Issue Description

raise AttributeError("Can only use .str accessor with string values!")

AttributeError: Can only use .str accessor with string values!

Expected Behavior

pd.Series(["tsht(thsat","gda(gr"], dtype=pd.ArrowDtype(pa.string())).str.split("(").str[0]

should do the same as the rest, also i would not use pd.ArrowDtype(pa.string(), but it just happens to be the default datatype when reading a file using pd.read_excel.

Installed Versions

DEBUG - matplotlib: matplotlib data path: C:\Users\PabloRuiz\AppData\Local\pypoetry\Cache\virtualenvs\transformer-wi-nHELc-py3.11\Lib\site-packages\matplotlib\mpl-data
DEBUG - matplotlib: CONFIGDIR=C:\Users\PabloRuiz.matplotlib
DEBUG - matplotlib: interactive is False
DEBUG - matplotlib: platform is win32
INSTALLED VERSIONS

commit : e86ed37
python : 3.11.1.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.19045
machine : AMD64
processor : Intel64 Family 6 Model 140 Stepping 1, GenuineIntel
byteorder : little
LC_ALL : None
LANG : None
LOCALE : English_United States.1252
pandas : 2.1.1
numpy : 1.26.0
pytz : 2023.3.post1
dateutil : 2.8.2
setuptools : 68.2.2
pip : 22.3.1
Cython : None
pytest : 7.4.2
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : 3.1.4
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.1.2
IPython : 8.15.0
pandas_datareader : None
bs4 : None
bottleneck : None
dataframe-api-compat: None
fastparquet : None
fsspec : None
gcsfs : None
matplotlib : 3.8.0
numba : None
numexpr : None
odfpy : None
openpyxl : 3.1.3
pandas_gbq : None
pyarrow : 13.0.0
pyreadstat : None
pyxlsb : 1.0.10
s3fs : None
scipy : None
sqlalchemy : 1.4.31
tables : None
tabulate : None
xarray : None
xlrd : 2.0.1
zstandard : None
tzdata : 2023.3
qtpy : None
pyqt5 : None

@PabloRuizCuevas PabloRuizCuevas added Bug Needs Triage Issue that has not been reviewed by a pandas team member labels Sep 29, 2023
@sawanthmythrey1
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@PabloRuizCuevas

Please find the corrected code, "pd.ArrowDtype(pa.string())" is not recognised as string datatype, so you need to convert this into string before performing other operations
pd.Series(["tsht(thsat","gda(gr"], dtype=pd.ArrowDtype(pa.string())).astype(str).str.split("(").str[0]

@mroeschke
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Thanks for the report @PabloRuizCuevas. The subtlety here is that the str accessor works on object types which is returned by dtype="string[pyarrow]") or dtype=object) after the split call.

For dtype=pd.ArrowDtype(pa.string())), pandas will probably need to develop a list accessor so we can support __getitem__, so going to repurpose as a enhancement request

@mroeschke mroeschke added Enhancement Arrow pyarrow functionality and removed Bug Needs Triage Issue that has not been reviewed by a pandas team member labels Sep 29, 2023
@mroeschke mroeschke changed the title BUG: .str not working with ArrowDtype ENH: Add list accessor for PyArrow list types to support __getitem__ Sep 29, 2023
@samukweku
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samukweku commented Sep 30, 2023

Is it ok to extend this with aggregation options, such as summing all entries in the list (homogenous lists).I am interested in this, if no one else is keen on raising a PR

@mroeschke
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Is it ok to extend this with aggregation options

I would hold off on adding this functionality immediately; it would be useful to get more buy-in from the other core devs. While I see the utility, it doesn't strike me as a generic list operation

@Mohamad-fcz
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Encountered the same issue. Please enhance the pyarrow list accessor.

@rohanjain101 rohanjain101 mentioned this issue Oct 31, 2023
5 tasks
@rohanjain101
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I have initial implementation in #55777, I am just working on adding docstrings + examples.

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6 participants