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https://issues.apache.org/jira/browse/SPARK-16709?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15413065#comment-15413065
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Apache Spark commented on SPARK-16709:
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User 'shenh062326' has created a pull request for this issue:
https://github.com/apache/spark/pull/14557

> Task with commit failed will retry infinite when speculation set to true
> ------------------------------------------------------------------------
>
>                 Key: SPARK-16709
>                 URL: https://issues.apache.org/jira/browse/SPARK-16709
>             Project: Spark
>          Issue Type: Bug
>    Affects Versions: 1.6.0
>            Reporter: Hong Shen
>         Attachments: commit failed.png
>
>
> In our cluster, we set spark.speculation=true,  but when a task throw 
> exception at SparkHadoopMapRedUtil.performCommit(), this task can retry 
> infinite.
> https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/mapred/SparkHadoopMapRedUtil.scala#L83



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