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https://issues.apache.org/jira/browse/SPARK-983?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14015907#comment-14015907
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Madhu Siddalingaiah edited comment on SPARK-983 at 6/2/14 9:18 PM:
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Yes, the code is checked in here:
[https://github.com/msiddalingaiah/spark]
If you're happy with it, I can fill in the guts without affecting your work on
[SPARK-1021|https://issues.apache.org/jira/browse/SPARK-1021].
BTW, I was able to get spark-core to build and run in Eclipse (Spark-IDE +
Scala Test).
There was a bit of fiddling, but it works quite well.
was (Author: msiddalingaiah):
Yes, the code is checked in here:
[https://github.com/msiddalingaiah/spark]
If you're happy with it, I can fill in the guts without affecting your work on
[https://issues.apache.org/jira/browse/SPARK-1021|SPARK-1021].
BTW, I was able to get spark-core to build and run in Eclipse (Spark-IDE +
Scala Test).
There was a bit of fiddling, but it works quite well.
> Support external sorting for RDD#sortByKey()
> --------------------------------------------
>
> Key: SPARK-983
> URL: https://issues.apache.org/jira/browse/SPARK-983
> Project: Spark
> Issue Type: New Feature
> Affects Versions: 0.9.0
> Reporter: Reynold Xin
> Assignee: Madhu Siddalingaiah
>
> Currently, RDD#sortByKey() is implemented by a mapPartitions which creates a
> buffer to hold the entire partition, then sorts it. This will cause an OOM if
> an entire partition cannot fit in memory, which is especially problematic for
> skewed data. Rather than OOMing, the behavior should be similar to the
> [ExternalAppendOnlyMap|https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/util/collection/ExternalAppendOnlyMap.scala],
> where we fallback to disk if we detect memory pressure.
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