Ji Xu created ARROW-3947:
----------------------------

             Summary: query distinct values of a given partition from a 
ParquetDataset
                 Key: ARROW-3947
                 URL: https://issues.apache.org/jira/browse/ARROW-3947
             Project: Apache Arrow
          Issue Type: New Feature
          Components: Python
    Affects Versions: 0.10.0
         Environment: MacOSX, Python 3.6, 
            Reporter: Ji Xu


Right now the values of a given partition from a `ParquetDataset` is buried 
inside `ParquetDataset.pieces`, a bit inconvenient for the user to dig out this 
information. A helper function/method to perform this task in `ParquetDataset` 
class would be very helpful for the users.

A pure personal opinion on the name of this method: 
`ParquetDataset.select_distinct()` with partition_name as the positional arg, 
to resemble SQL `SELECT DISTINCT column FROM table`.

I'm not sure how to contribute here on Jira, so I created this [GitHub Gist 
|https://gist.github.com/xujiboy/c3fcc47f720ed9adf2260c5d0ba8aed2]as an 
possible solution for this problem.



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