We're stumped on something really odd.
We run a simple shark job. (A simple query against an external table,
with the data residing on HDFS - 256 part files, each approximately of
size 3.75GB.) The job runs successfully until it gets to about 10%
completion (200+ tasks out of approximately 2000). Then suddenly one of
the nodes starts throwing a bunch of UnknownHostException's saying that
it can't resolve the master node's hostname and the job fails - which is
obviously very strange, since for 10% of the job it could resolve the
hostname just fine.
If I try it again a few minutes later the same thing happens - only it's
a different worker node that throws the exceptions.
We're running spark 0.9.1. (And shark 0.9.1; though this doesn't look
to be a shark issue.)
Stack traces appended below. Anyone have any ideas what could be
causing this?
Thanks,
DR
---
Shark shell output
shark> select count(*) from exportedall;
org.apache.spark.SparkException: Job aborted: Task 3.0:517 failed 4
times (most recent failure: Exception failure:
java.lang.IllegalArgumentException: java.net.UnknownHostException:
ip-10-101-200-186.ec2.internal)
at
org.apache.spark.scheduler.DAGScheduler$$anonfun$org$apache$spark$scheduler$DAGScheduler$$abortStage$1.apply(DAGScheduler.scala:1028)
at
org.apache.spark.scheduler.DAGScheduler$$anonfun$org$apache$spark$scheduler$DAGScheduler$$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.org$apache$spark$scheduler$DAGScheduler$$abortStage(DAGScheduler.scala:1026)
at
org.apache.spark.scheduler.DAGScheduler$$anonfun$processEvent$10.apply(DAGScheduler.scala:619)
at
org.apache.spark.scheduler.DAGScheduler$$anonfun$processEvent$10.apply(DAGScheduler.scala:619)
at scala.Option.foreach(Option.scala:236)
at
org.apache.spark.scheduler.DAGScheduler.processEvent(DAGScheduler.scala:619)
at
org.apache.spark.scheduler.DAGScheduler$$anonfun$start$1$$anon$2$$anonfun$receive$1.applyOrElse(DAGScheduler.scala:207)
at akka.actor.ActorCell.receiveMessage(ActorCell.scala:498)
at akka.actor.ActorCell.invoke(ActorCell.scala:456)
at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:237)
at akka.dispatch.Mailbox.run(Mailbox.scala:219)
at
akka.dispatch.ForkJoinExecutorConfigurator$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)
FAILED: Execution Error, return code -101 from shark.execution.SparkTask
Stack trace from spark worker stderr
14/09/17 23:05:18 INFO executor.CoarseGrainedExecutorBackend: Got
assigned task 450
14/09/17 23:05:18 INFO executor.Executor: Running task ID 450
14/09/17 23:05:18 INFO storage.BlockManager: Found block broadcast_0 locally
14/09/17 23:05:18 INFO rdd.HadoopRDD: Input split:
hdfs://ip-10-101-200-186.ec2.internal/user/sense/exported0.5/20140913/30/part-r-00056:1073741824+536870912
14/09/17 23:05:18 ERROR executor.Executor: Exception in task ID 422
java.lang.IllegalArgumentException: java.net.UnknownHostException:
ip-10-101-200-186.ec2.internal
at
org.apache.hadoop.security.SecurityUtil.buildTokenService(SecurityUtil.java:377)
at
org.apache.hadoop.hdfs.NameNodeProxies.createNonHAProxy(NameNodeProxies.java:237)
at
org.apache.hadoop.hdfs.NameNodeProxies.createProxy(NameNodeProxies.java:141)
at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:576)
at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:521)
at
org.apache.hadoop.hdfs.DistributedFileSystem.initialize(DistributedFileSystem.java:146)
at
org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:2397)
at org.apache.hadoop.fs.FileSystem.access$200(FileSystem.java:89)
at
org.apache.hadoop.fs.FileSystem$Cache.getInternal(FileSystem.java:2431)
at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:2413)
at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:368)
at org.apache.hadoop.fs.Path.getFileSystem(Path.java:296)
at
org.apache.hadoop.mapred.LineRecordReader.<init>(LineRecordReader.java:107)
at
org.apache.hadoop.mapred.TextInputFormat.getRecordReader(TextInputFormat.java:67)
at
org.apache.spark.rdd.HadoopRDD$$anon$1.<init>(HadoopRDD.scala:156)
at org.apache.spark.rdd.HadoopRDD.compute(HadoopRDD.scala:149)
at org.apache.spark.rdd.HadoopRDD.compute(HadoopRDD.scala:64)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:241)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:232)
at org.apache.spark.rdd.MappedRDD.compute(MappedRDD.scala:31)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:241)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:232)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:34)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:241)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:232)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:34)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:241)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:232)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:34)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:241)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:232)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:34)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:241)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:232)
at
org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:161)
at
org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:102)
at org.apache.spark.scheduler.Task.run(Task.scala:53)
at
org.apache.spark.executor.Executor$TaskRunner$$anonfun$run$1.apply$mcV$sp(Executor.scala:213)
at
org.apache.spark.deploy.SparkHadoopUtil$$anon$1.run(SparkHadoopUtil.scala:42)
at
org.apache.spark.deploy.SparkHadoopUtil$$anon$1.run(SparkHadoopUtil.scala:41)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:415)
at
org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1554)
at
org.apache.spark.deploy.SparkHadoopUtil.runAsUser(SparkHadoopUtil.scala:41)
at
org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:178)
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: java.net.UnknownHostException: ip-10-101-200-186.ec2.internal
... 48 more
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