Huiqiang Liu created SPARK-14699:
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Summary: Driver is marked as failed even it runs successfully
Key: SPARK-14699
URL: https://issues.apache.org/jira/browse/SPARK-14699
Project: Spark
Issue Type: Bug
Components: Spark Core
Affects Versions: 1.6.1, 1.6.0
Environment: Standalone deployment
Reporter: Huiqiang Liu
We recently upgraded Spark from 1.5.2 to 1.6.0 and found that all batch jobs
are marked as failed.
To address this issue, we wrote a simple test application which just sum up
from 1 to 10000 and it is marked as failed even though its result was correct.
Here is the typical stderr message and there is "ERROR worker.WorkerWatcher:
Lost connection to worker rpc" when driver exits.
16/04/14 06:20:41 INFO scheduler.DAGScheduler: ResultStage 1 (sum at
SparkBatchTest.scala:19) finished in 0.052 s
16/04/14 06:20:41 INFO scheduler.TaskSchedulerImpl: Removed TaskSet 1.0, whose
tasks have all completed, from pool
16/04/14 06:20:41 INFO scheduler.DAGScheduler: Job 1 finished: sum at
SparkBatchTest.scala:19, took 0.061177 s
16/04/14 06:20:41 ERROR worker.WorkerWatcher: Lost connection to worker rpc
endpoint spark://wor...@spark-worker-ltv-prod-006.prod.vungle.com:7078. Exiting.
16/04/14 06:20:41 INFO spark.SparkContext: Invoking stop() from shutdown hook
16/04/14 06:20:41 INFO storage.BlockManagerInfo: Removed broadcast_1_piece0 on
172.16.33.187:36442 in memory (size: 1452.0 B, free: 511.1 MB)
16/04/14 06:20:41 INFO storage.BlockManagerInfo: Removed broadcast_1_piece0 on
ip-172-16-31-86.ec2.internal:29708 in memory (size: 1452.0 B, free: 511.1 MB)
16/04/14 06:20:41 INFO storage.BlockManagerInfo: Removed broadcast_1_piece0 on
ip-172-16-32-207.ec2.internal:21259 in memory (size: 1452.0 B, free: 511.1 MB)
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/metrics/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/stages/stage/kill,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/api,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/static,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/executors/threadDump/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/executors/threadDump,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/executors/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/executors,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/environment/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/environment,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/storage/rdd/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/storage/rdd,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/storage/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/storage,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/stages/pool/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/stages/pool,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/stages/stage/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/stages/stage,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/stages/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/stages,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/jobs/job/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/jobs/job,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/jobs/json,null}
16/04/14 06:20:41 INFO handler.ContextHandler: stopped
o.s.j.s.ServletContextHandler{/jobs,null}
16/04/14 06:20:41 INFO spark.ContextCleaner: Cleaned accumulator 2
16/04/14 06:20:41 INFO storage.BlockManagerInfo: Removed broadcast_0_piece0 on
172.16.33.187:36442 in memory (size: 804.0 B, free: 511.1 MB)
16/04/14 06:20:41 INFO storage.BlockManagerInfo: Removed broadcast_0_piece0 on
ip-172-16-31-86.ec2.internal:29708 in memory (size: 804.0 B, free: 511.1 MB)
16/04/14 06:20:41 INFO storage.BlockManagerInfo: Removed broadcast_0_piece0 on
ip-172-16-32-207.ec2.internal:21259 in memory (size: 804.0 B, free: 511.1 MB)
16/04/14 06:20:41 INFO spark.ContextCleaner: Cleaned accumulator 1
16/04/14 06:20:41 INFO ui.SparkUI: Stopped Spark web UI at
http://172.16.31.56:4040
16/04/14 06:20:41 INFO cluster.SparkDeploySchedulerBackend: Shutting down all
executors
16/04/14 06:20:41 INFO cluster.SparkDeploySchedulerBackend: Asking each
executor to shut down
16/04/14 06:20:41 INFO spark.MapOutputTrackerMasterEndpoint:
MapOutputTrackerMasterEndpoint stopped!
16/04/14 06:20:41 INFO storage.MemoryStore: MemoryStore cleared
16/04/14 06:20:41 INFO storage.BlockManager: BlockManager stopped
16/04/14 06:20:41 INFO storage.BlockManagerMaster: BlockManagerMaster stopped
16/04/14 06:20:41 INFO
scheduler.OutputCommitCoordinator$OutputCommitCoordinatorEndpoint:
OutputCommitCoordinator stopped!
16/04/14 06:20:41 INFO spark.SparkContext: Successfully stopped SparkContext
16/04/14 06:20:41 INFO util.ShutdownHookManager: Shutdown hook called
16/04/14 06:20:41 INFO util.ShutdownHookManager: Deleting directory
/tmp/spark-a4c7f9ac-bf40-4924-b977-ec0be4c5fe93
Since it looks like something related with rpc, we tested with Akka which was
default before 1.6.0 by setting "spark.rpc=akka".
Then the error message dismisses and a warning complains the same thing about
disassociation with worker.
It seems with Akka it waits another 5 seconds and that makes driver exists
gracefully.
16/04/12 15:41:28 INFO DAGScheduler: ResultStage 1 (sum at
SparkBatchTest.scala:19) finished in 0.053 s
16/04/12 15:41:28 INFO DAGScheduler: Job 1 finished: sum at
SparkBatchTest.scala:19, took 0.060660 s
16/04/12 15:41:28 INFO SparkContext: Invoking stop() from shutdown hook
16/04/12 15:41:28 INFO RemoteActorRefProvider$RemotingTerminator: Shutting down
remote daemon.
16/04/12 15:41:28 INFO RemoteActorRefProvider$RemotingTerminator: Remote daemon
shut down; proceeding with flushing remote transports.
16/04/12 15:41:28 INFO RemoteActorRefProvider$RemotingTerminator: Remoting shut
down.
16/04/12 15:41:28 INFO SparkUI: Stopped Spark web UI at http://sparkbox:8830
16/04/12 15:41:28 INFO SparkDeploySchedulerBackend: Shutting down all executors
16/04/12 15:41:28 INFO SparkDeploySchedulerBackend: Asking each executor to
shut down
16/04/12 15:41:28 WARN ReliableDeliverySupervisor: Association with remote
system [akka.tcp://sparkExecutor@sparkbox:58832] has failed, address is now
gated for [5000] ms. Reason: [Disassociated]
16/04/12 15:41:28 INFO MapOutputTrackerMasterEndpoint:
MapOutputTrackerMasterEndpoint stopped!
16/04/12 15:41:28 INFO MemoryStore: MemoryStore cleared
16/04/12 15:41:28 INFO BlockManager: BlockManager stopped
16/04/12 15:41:28 INFO BlockManagerMaster: BlockManagerMaster stopped
16/04/12 15:41:28 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint:
OutputCommitCoordinator stopped!
16/04/12 15:41:28 INFO RemoteActorRefProvider$RemotingTerminator: Shutting down
remote daemon.
16/04/12 15:41:28 INFO RemoteActorRefProvider$RemotingTerminator: Remote daemon
shut down; proceeding with flushing remote transports.
16/04/12 15:41:28 INFO RemoteActorRefProvider$RemotingTerminator: Remoting shut
down.
16/04/12 15:41:28 INFO SparkContext: Successfully stopped SparkContext
16/04/12 15:41:28 INFO ShutdownHookManager: Shutdown hook called
16/04/12 15:41:28 INFO ShutdownHookManager: Deleting directory
/tmp/spark-138182c2-f1bc-4ea1-b5b8-2adceb27c083
This only occurs with standalone deployment since it is said DriverWrapper is
only used in that cluster mode.
https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/deploy/worker/DriverWrapper.scala#L43
Typically it affects the '--supervise' usage for batch jobs, since they will be
always considered as failed and get restarted again and again.
https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/deploy/worker/DriverRunner.scala#L214
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