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https://issues.apache.org/jira/browse/ARROW-8282?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17306400#comment-17306400
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Uwe Korn commented on ARROW-8282:
---------------------------------

This is still an issue especially in my context, I can have a look at that in 
the next two weeks.

> [C++/Python][Dataset] Support schema evolution for integer columns
> ------------------------------------------------------------------
>
>                 Key: ARROW-8282
>                 URL: https://issues.apache.org/jira/browse/ARROW-8282
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: C++
>            Reporter: Uwe Korn
>            Priority: Major
>              Labels: dataset
>             Fix For: 4.0.0
>
>
> When reading in a dataset where the schema specifies that column X is of type 
> {{int64}} but the partition actually contains the data stored in that columns 
> as {{int32}}, an upcast should be done.



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