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https://issues.apache.org/jira/browse/ARROW-8047?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17056235#comment-17056235
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Joris Van den Bossche commented on ARROW-8047:
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I also created ARROW-8063 for general user guide docs for the dataset module

> [Python][Documentation] Document migration from ParquetDataset to 
> pyarrow.datasets
> ----------------------------------------------------------------------------------
>
>                 Key: ARROW-8047
>                 URL: https://issues.apache.org/jira/browse/ARROW-8047
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: Documentation, Python
>    Affects Versions: 0.16.0
>            Reporter: Ben Kietzman
>            Assignee: Joris Van den Bossche
>            Priority: Major
>             Fix For: 0.17.0
>
>
> We need documentation describing a migration path from ParquetDataset, at 
> least for the basic user facing API of ParquetDataset (As I read it, that's: 
> construction, projection, filtering, threading, for a first pass). Following 
> this we could mark ParquetDataset as deprecated, building features needed by 
> power users like dask and adding those to the migration document



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