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https://issues.apache.org/jira/browse/SPARK-4188?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14200527#comment-14200527
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Apache Spark commented on SPARK-4188:
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User 'aarondav' has created a pull request for this issue:
https://github.com/apache/spark/pull/3101
> Shuffle fetches should be retried at a lower level
> --------------------------------------------------
>
> Key: SPARK-4188
> URL: https://issues.apache.org/jira/browse/SPARK-4188
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Affects Versions: 1.2.0
> Reporter: Aaron Davidson
>
> During periods of high network (or GC) load, it is not uncommon that
> IOExceptions crop up around connection failures when fetching shuffle files.
> Unfortunately, when such a failure occurs, it is interpreted as an inability
> to fetch the files, which causes us to mark the executor as lost and
> recompute all of its shuffle outputs.
> We should allow retrying at the network level in the event of an IOException
> in order to avoid this circumstance.
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