Hi, I have a small graph with about 3.3M vertices and close to 7.5M edges. It's a pretty innocent graph with the max degree of 8. Unfortunately, graph.traingleCount is failing on me with the exception below. I'm running a spark-shell on CDH5.1 with the following params : SPARK_DRIVER_MEM=10g ADD_JARS=./path/to/my-jar-with-dependencies.jar SPARK_WORKER_INSTANCES=120 SPARK_WORKER_MEMORY=5g SPARK_YARN_APP_NAME=VipulsSparkShell MASTER=yarn-client spark-shell
Any clue anyone? Vipul 14/09/10 16:12:22 INFO cluster.YarnClientClusterScheduler: Stage 80 was cancelled 14/09/10 16:12:22 INFO scheduler.TaskSetManager: Loss was due to java.lang.AssertionError: assertion failed [duplicate 8] 14/09/10 16:12:22 WARN scheduler.TaskSetManager: Task 326 was killed. 14/09/10 16:12:22 WARN scheduler.TaskSetManager: Task 325 was killed. 14/09/10 16:12:22 WARN scheduler.TaskSetManager: Task 320 was killed. 14/09/10 16:12:22 WARN scheduler.TaskSetManager: Task 324 was killed. 14/09/10 16:12:22 WARN scheduler.TaskSetManager: Task 322 was killed. org.apache.spark.SparkException: Job aborted due to stage failure: Task 80.0:6 failed 4 times, most recent failure: Exception failure in TID 321 on host abc.xyz.com: java.lang.AssertionError: assertion failed scala.Predef$.assert(Predef.scala:165) org.apache.spark.graphx.lib.TriangleCount$$anonfun$run$1.apply(TriangleCount.scala:89) org.apache.spark.graphx.lib.TriangleCount$$anonfun$run$1.apply(TriangleCount.scala:86) org.apache.spark.graphx.impl.VertexPartitionBaseOps.leftJoin(VertexPartitionBaseOps.scala:125) org.apache.spark.graphx.VertexRDD$$anonfun$3.apply(VertexRDD.scala:192) org.apache.spark.graphx.VertexRDD$$anonfun$3.apply(VertexRDD.scala:189) org.apache.spark.rdd.ZippedPartitionsRDD2.compute(ZippedPartitionsRDD.scala:87) org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:262) org.apache.spark.rdd.RDD.iterator(RDD.scala:229) org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:35) org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:262) org.apache.spark.rdd.RDD.iterator(RDD.scala:229) org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:158) org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:99) org.apache.spark.scheduler.Task.run(Task.scala:51) org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:187) java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) java.lang.Thread.run(Thread.java:744) Driver stacktrace: at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1033) at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1017) at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1015) at scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59) at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:47) at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1015) at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:633) at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:633) at scala.Option.foreach(Option.scala:236) at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:633) at org.apache.spark.scheduler.DAGSchedulerEventProcessActor$$anonfun$receive$2.applyOrElse(DAGScheduler.scala:1207) at akka.actor.ActorCell.receiveMessage(ActorCell.scala:498) at akka.actor.ActorCell.invoke(ActorCell.scala:456) at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:237) at akka.dispatch.Mailbox.run(Mailbox.scala:219) at akka.dispatch.ForkJoinExecutorConfigurator$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) --------------------------------------------------------------------- To unsubscribe, e-mail: user-unsubscr...@spark.apache.org For additional commands, e-mail: user-h...@spark.apache.org