java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_2_piece0 of broadcast_2

Apache's JIRA Issue Tracker | John Sandiford | 2 years ago
  1. 0

    [SPARK-5594] SparkException: Failed to get broadcast (TorrentBroadcast) - ASF JIRA

    apache.org | 1 year ago
    java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_2_piece0 of broadcast_2
  2. 0

    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. {noformat} 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 {noformat} Driver stacktrace: {noformat} 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) {noformat}

    Apache's JIRA Issue Tracker | 2 years ago | John Sandiford
    java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_2_piece0 of broadcast_2
  3. 0

    Spark, mail # user - java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_2_piece0 - 2015-05-06, 15:06

    search-hadoop.com | 4 months ago
    java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_2_piece0 of broadcast_2
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  5. 0

    [SPARK-4080] "IOException: unexpected exception type" while deserializing tasks - ASF JIRA

    apache.org | 1 year ago
    java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_0_piece0 of broadcast_0
  6. 0

    Best practice to run multiple spark instance at a time in same jvm?

    Stack Overflow | 2 days ago | user2122292
    java.io.IOException: org.apache.spark.SparkException: Failed to get broadcast_1_piece0 of broadcast_1

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    Root Cause Analysis

    1. java.io.IOException

      org.apache.spark.SparkException: Failed to get broadcast_2_piece0 of broadcast_2

      at org.apache.spark.util.Utils$.tryOrIOException()
    2. Spark
      HadoopRDD.getJobConf
      1. org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1003)
      2. org.apache.spark.broadcast.TorrentBroadcast.readBroadcastBlock(TorrentBroadcast.scala:164)
      3. org.apache.spark.broadcast.TorrentBroadcast._value$lzycompute(TorrentBroadcast.scala:64)
      4. org.apache.spark.broadcast.TorrentBroadcast._value(TorrentBroadcast.scala:64)
      5. org.apache.spark.broadcast.TorrentBroadcast.getValue(TorrentBroadcast.scala:87)
      6. org.apache.spark.broadcast.Broadcast.value(Broadcast.scala:70)
      7. org.apache.spark.rdd.HadoopRDD.getJobConf(HadoopRDD.scala:138)
      7 frames