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Raise NotImplementedError for Categoricals with timezones #14032

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mroeschke
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@mroeschke mroeschke commented Sep 1, 2023

Description

Currently cudf.from_pandas with a pandas Categorical with datetimetz type will drop the timezone information (due to pyarrow)

In [5]: import pandas as pd

In [6]: ci = pd.CategoricalIndex(pd.date_range("2016-01-01 01:01:00", periods=5, freq="D").tz_localize("UTC"))

In [7]: ci
Out[7]: 
CategoricalIndex(['2016-01-01 01:01:00+00:00', '2016-01-02 01:01:00+00:00',
                  '2016-01-03 01:01:00+00:00', '2016-01-04 01:01:00+00:00',
                  '2016-01-05 01:01:00+00:00'],
                 categories=[2016-01-01 01:01:00+00:00, 2016-01-02 01:01:00+00:00, 2016-01-03 01:01:00+00:00, 2016-01-04 01:01:00+00:00, 2016-01-05 01:01:00+00:00], ordered=False, dtype='category')

In [8]: ci_cudf = cudf.from_pandas(ci)

In [10]: ci_cudf
Out[10]: 
CategoricalIndex(['2016-01-01 01:01:00', '2016-01-02 01:01:00',
                  '2016-01-03 01:01:00', '2016-01-04 01:01:00',
                  '2016-01-05 01:01:00'],
                 categories=[2016-01-01 01:01:00, 2016-01-02 01:01:00, 2016-01-03 01:01:00, 2016-01-04 01:01:00, 2016-01-05 01:01:00], ordered=False, dtype='category')

Like what is done with IntervalIndex, raises a NotImplementedError for now to avoid this wrong behavior.

Checklist

  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.

@mroeschke mroeschke requested a review from a team as a code owner September 1, 2023 21:38
@github-actions github-actions bot added the Python Affects Python cuDF API. label Sep 1, 2023
@mroeschke mroeschke added bug Something isn't working non-breaking Non-breaking change labels Sep 1, 2023
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Thanks!

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wence- commented Sep 4, 2023

/merge

@rapids-bot rapids-bot bot merged commit 3e5f019 into rapidsai:branch-23.10 Sep 4, 2023
@mroeschke mroeschke deleted the py/cat_tz/notimplemented branch September 5, 2023 16:51
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