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https://issues.apache.org/jira/browse/LIVY-667?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16934489#comment-16934489
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Marco Gaido commented on LIVY-667:
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[~runzhiwang] I'd argue that if the data which is present in a single partition 
doesn't fit in the driver, you just need to increase the memory on the driver...

> Support query a lot of data.
> ----------------------------
>
>                 Key: LIVY-667
>                 URL: https://issues.apache.org/jira/browse/LIVY-667
>             Project: Livy
>          Issue Type: Bug
>          Components: Thriftserver
>    Affects Versions: 0.6.0
>            Reporter: runzhiwang
>            Priority: Major
>          Time Spent: 0.5h
>  Remaining Estimate: 0h
>
> When enable livy.server.thrift.incrementalCollect, thrift use toLocalIterator 
> to load one partition at each time instead of the whole rdd to avoid 
> OutOfMemory. However, if the largest partition is too big, the OutOfMemory 
> still occurs.



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