Hi Krishna, Thanks for your help. Are you able to get your 29M data running yet? I fix the previous problem by setting larger spark.akka.frameSize, but now I get some other errors below. Did you get these errors before?
14/07/14 11:32:20 ERROR TaskSchedulerImpl: Lost executor 1 on node7: remote Akka client disassociated 14/07/14 11:32:20 WARN TaskSetManager: Lost TID 20 (task 13.0:0) 14/07/14 11:32:21 ERROR TaskSchedulerImpl: Lost executor 3 on node8: remote Akka client disassociated 14/07/14 11:32:21 WARN TaskSetManager: Lost TID 21 (task 13.0:1) 14/07/14 11:32:23 ERROR TaskSchedulerImpl: Lost executor 6 on node3: remote Akka client disassociated 14/07/14 11:32:23 WARN TaskSetManager: Lost TID 22 (task 13.0:0) 14/07/14 11:32:25 ERROR TaskSchedulerImpl: Lost executor 0 on node4: remote Akka client disassociated 14/07/14 11:32:25 WARN TaskSetManager: Lost TID 23 (task 13.0:1) 14/07/14 11:32:26 ERROR TaskSchedulerImpl: Lost executor 5 on node1: remote Akka client disassociated 14/07/14 11:32:26 WARN TaskSetManager: Lost TID 24 (task 13.0:0) 14/07/14 11:32:28 ERROR TaskSchedulerImpl: Lost executor 7 on node6: remote Akka client disassociated 14/07/14 11:32:28 WARN TaskSetManager: Lost TID 26 (task 13.0:0) 14/07/14 11:32:28 ERROR TaskSetManager: Task 13.0:0 failed 4 times; aborting job Exception in thread "main" org.apache.spark.SparkException: Job aborted due to stage failure: Task 13.0:0 failed 4 times, most recent failure: TID 26 on host node6 failed for unknown reason Driver stacktrace: at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1044) at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1028) at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1026) at scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59) at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:47) at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1026) at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:634) at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:634) at scala.Option.foreach(Option.scala:236) at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:634) at org.apache.spark.scheduler.DAGSchedulerEventProcessActor$$anonfun$receive$2.applyOrElse(DAGScheduler.scala:1229) at akka.actor.ActorCell.receiveMessage(ActorCell.scala:498) at akka.actor.ActorCell.invoke(ActorCell.scala:456) at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:237) at akka.dispatch.Mailbox.run(Mailbox.scala:219) at akka.dispatch.ForkJoinExecutorConfigurator$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) -- View this message in context: http://apache-spark-user-list.1001560.n3.nabble.com/Error-when-testing-with-large-sparse-svm-tp9592p9623.html Sent from the Apache Spark User List mailing list archive at Nabble.com.