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Posted to issues@spark.apache.org by "feiwang (JIRA)" <ji...@apache.org> on 2019/05/26 14:23:00 UTC

[jira] [Issue Comment Deleted] (SPARK-27614) Executor shuffle fetch hang

     [ https://issues.apache.org/jira/browse/SPARK-27614?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

feiwang updated SPARK-27614:
----------------------------
    Comment: was deleted

(was: You can propose a PR to spark. It seems meaningful.)

> Executor shuffle fetch hang
> ---------------------------
>
>                 Key: SPARK-27614
>                 URL: https://issues.apache.org/jira/browse/SPARK-27614
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 2.1.1, 2.4.0
>            Reporter: weDataSphere
>            Priority: Major
>
> Most of the Tasks have been completed, and individual Tasks have a particularly long Duration and are not being processed at all
>  
> The corresponding Executor has a connection timeout, and the stack information shows hang in the method of ShuffleBlockFetcherIterator.next.
>  
> The corresponding code is as follows:
> {code}
>       while (!isZombie && result == null) {
>       val startFetchWait = System.nanoTime()
>       result = results.take()
>       val fetchWaitTime = TimeUnit.NANOSECONDS.toMillis(System.nanoTime() - startFetchWait)
>       shuffleMetrics.incFetchWaitTime(fetchWaitTime)
> {code}
>         
>  
> LinkedBlockingQueue's take method is blocked. We can use poll instead. The modified code is as follows:
> {code}
>   currentResult = if(!this.blockManager.conf.getBoolean("spark.shuffle.fetch.timeout.enable", true)) results.take()
>     else {
>       logInfo("set spark.shuffle.fetch.timeout.enable=true.")
>       val GB = 1L << 30
>       val MB = 1L << 20
>       val (waitTime, unit) = if(bytesInFlight >= 2 * GB) (2, TimeUnit.HOURS)
>       else if(bytesInFlight >= GB) (1, TimeUnit.HOURS)
>       else if(bytesInFlight >= 512*MB) (45, TimeUnit.MINUTES)
>       else if(bytesInFlight >= 200*MB) (30, TimeUnit.MINUTES)
>       else if(bytesInFlight >= 100*MB) (20, TimeUnit.MINUTES)
>       else if(bytesInFlight >= 10*MB) (15, TimeUnit.MINUTES)
>       else (10, TimeUnit.MINUTES)
>       val r = results.poll(waitTime, unit)
>       if(r == null) {
>         val cost = "cost " + waitTime + unit.toString + " to wait for a shuffle block, give up!"
>         logError(cost)
>         throw new SparkException(cost)
> {code}



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