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  1. Spark
  2. SPARK-5594

SparkException: Failed to get broadcast (TorrentBroadcast)

    Details

    • Type: Bug
    • Status: Open
    • Priority: Critical
    • Resolution: Unresolved
    • Affects Version/s: 1.2.0, 1.3.0
    • Fix Version/s: None
    • Component/s: Spark Core
    • Labels:
      None

      Description

      I am uncertain whether this is a bug, however I am getting the error below when running on a cluster (works locally), and have no idea what is causing it, or where to look for more information.
      Any help is appreciated. Others appear to experience the same issue, but I have not found any solutions online.

      Please note that this only happens with certain code and is repeatable, all my other spark jobs work fine.

      ERROR TaskSetManager: Task 3 in stage 6.0 failed 4 times; aborting job
      Exception in thread "main" org.apache.spark.SparkException: Job aborted due to stage failure: Task 3 in stage 6.0 failed 4 times, most recent failure: Lost task 3.3 in stage 6.0 (TID 24, <removed>): java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_6_piece0 of broadcast_6
              at org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1011)
              at org.apache.spark.broadcast.TorrentBroadcast.readBroadcastBlock(TorrentBroadcast.scala:164)
              at org.apache.spark.broadcast.TorrentBroadcast._value$lzycompute(TorrentBroadcast.scala:64)
              at org.apache.spark.broadcast.TorrentBroadcast._value(TorrentBroadcast.scala:64)
              at org.apache.spark.broadcast.TorrentBroadcast.getValue(TorrentBroadcast.scala:87)
              at org.apache.spark.broadcast.Broadcast.value(Broadcast.scala:70)
              at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:58)
              at org.apache.spark.scheduler.Task.run(Task.scala:56)
              at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:196)
              at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
              at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
              at java.lang.Thread.run(Thread.java:744)
      Caused by: org.apache.spark.SparkException: Failed to get broadcast_6_piece0 of broadcast_6
              at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$broadcast$TorrentBroadcast$$readBlocks$1$$anonfun$2.apply(TorrentBroadcast.scala:137)
              at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$broadcast$TorrentBroadcast$$readBlocks$1$$anonfun$2.apply(TorrentBroadcast.scala:137)
              at scala.Option.getOrElse(Option.scala:120)
              at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$broadcast$TorrentBroadcast$$readBlocks$1.apply$mcVI$sp(TorrentBroadcast.scala:136)
              at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$broadcast$TorrentBroadcast$$readBlocks$1.apply(TorrentBroadcast.scala:119)
              at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$broadcast$TorrentBroadcast$$readBlocks$1.apply(TorrentBroadcast.scala:119)
              at scala.collection.immutable.List.foreach(List.scala:318)
              at org.apache.spark.broadcast.TorrentBroadcast.org$apache$spark$broadcast$TorrentBroadcast$$readBlocks(TorrentBroadcast.scala:119)
              at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$readBroadcastBlock$1.apply(TorrentBroadcast.scala:174)
              at org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1008)
              ... 11 more
      

      Driver stacktrace:

              at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1214)
              at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1203)
              at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1202)
              at scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59)
              at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:47)
              at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1202)
              at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:696)
              at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:696)
              at scala.Option.foreach(Option.scala:236)
              at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:696)
              at org.apache.spark.scheduler.DAGSchedulerEventProcessActor$$anonfun$receive$2.applyOrElse(DAGScheduler.scala:1420)
              at akka.actor.ActorCell.receiveMessage(ActorCell.scala:498)
              at akka.actor.ActorCell.invoke(ActorCell.scala:456)
              at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:237)
              at akka.dispatch.Mailbox.run(Mailbox.scala:219)
              at akka.dispatch.ForkJoinExecutorConfigurator$AkkaForkJoinTask.exec(AbstractDispatcher.scala:386)
              at scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
              at scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
              at scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
              at scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
      

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            • Assignee:
              Unassigned
              Reporter:
              jsand John Sandiford
            • Votes:
              6 Vote for this issue
              Watchers:
              32 Start watching this issue

              Dates

              • Created:
                Updated: