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https://issues.apache.org/jira/browse/SPARK-6235?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17017438#comment-17017438
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Samuel Shepard commented on SPARK-6235:
---------------------------------------

[~irashid] I followed your suggestion of looking in the user archive and [found 
an old PR |https://github.com/apache/spark/pull/17907] that tried to fix the 
PCA call itself.  It was closed, but I linked it back here. [~srowen] is also 
on the thread. I leave this comment to help direct users to a workaround as 
much to encourage a future fix.

Thanks for all you guys do.

> Address various 2G limits
> -------------------------
>
>                 Key: SPARK-6235
>                 URL: https://issues.apache.org/jira/browse/SPARK-6235
>             Project: Spark
>          Issue Type: Umbrella
>          Components: Shuffle, Spark Core
>            Reporter: Reynold Xin
>            Priority: Major
>             Fix For: 2.4.0
>
>         Attachments: SPARK-6235_Design_V0.02.pdf
>
>
> An umbrella ticket to track the various 2G limit we have in Spark, due to the 
> use of byte arrays and ByteBuffers.



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