danepitkin commented on PR #33810:
URL: https://github.com/apache/arrow/pull/33810#issuecomment-1400537970

   Thanks, Rok!
   
   > I would slightly prefer `Table.drop_column(<str or list(str)>)` over 
`Table.drop_column(<str>)` and `Table.drop(<list(str)>)`. I don't know if 
`.drop` -> `.drop_column` makes sense at this point. [Pandas uses `.drop` for 
everything](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.drop.html)
 but it does index dropping as well. Perhaps you could just alias the two and 
introduce a deprecation warning? (e.g. 
[here](https://github.com/apache/arrow/blob/a16c54567ada6729311fd26bdbee4b5e61901410/python/pyarrow/plasma.py#L118)).
   
   I like this plan. Also, I think this is what the original issue was 
requesting and I just misread it! I'll update the ticket with 
`Table.drop_column(<str or list(str)>)` and mark `Table.drop(<list(str)>)` with 
a deprecation warning. While Arrow does append the word `_column` to other 
`Table` modification APIs (e.g. `add_column` in arrow, `add` in pandas), I'd be 
hesitant to remove `Table.drop()` anytime soon, if ever. Breaking backwards 
compatibility for minor API UX improvements goes against providing a good UX in 
general. Just wanted to document my thinking here. Overall, I am aligned with 
you!
   


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