GitHub user raulcd added a comment to the discussion: Is pyarrow.dataset still 
unstable?

I don't have the historical context but the docstring message appears on 
several files:
```
python/pyarrow/dataset.py:"""Dataset is currently unstable. APIs subject to 
change without notice."""
python/pyarrow/_dataset.pyx:"""Dataset is currently unstable. APIs subject to 
change without notice."""
python/pyarrow/_dataset.pxd:"""Dataset is currently unstable. APIs subject to 
change without notice."""
```
The original one is from 7 years ago. Given this is not part of the 
documentation and only a docstring file comment it probably is just a stray 
comment. At this point if we modify the API it would probably go over a 
Deprecation warning as we do with other APIs.

I'd create an issue and submit a PR removing the docstring, we can ping a 
couple more people to validate on the review.

GitHub link: 
https://github.com/apache/arrow/discussions/50797#discussioncomment-17890118

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