Major Description
I observed some Spark Applications successfully completed all jobs but failed during the shutting down phase w/ reason: Max number of executor failures (16) reached, the timeline is
Driver - Job success, Spark starts shutting down procedure.
2022-06-23 19:50:55 CST AbstractConnector INFO - Stopped Spark@74e9431b{HTTP/1.1, (http/1.1)}
{0.0.0.0:0}
2022-06-23 19:50:55 CST SparkUI INFO - Stopped Spark web UI at http://hadoop2627.xxx.org:28446
2022-06-23 19:50:55 CST YarnClusterSchedulerBackend INFO - Shutting down all executors
Driver - A container allocate successful during shutting down phase.
2022-06-23 19:52:21 CST YarnAllocator INFO - Launching container container_e94_1649986670278_7743380_02_000025 on host hadoop4388.xxx.org for executor with ID 24 for ResourceProfile Id 0
Executor - The executor can not connect to driver endpoint because driver already stopped the endpoint.
Exception in thread "main" java.lang.reflect.UndeclaredThrowableException at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1911) at org.apache.spark.deploy.SparkHadoopUtil.runAsSparkUser(SparkHadoopUtil.scala:61) at org.apache.spark.executor.CoarseGrainedExecutorBackend$.run(CoarseGrainedExecutorBackend.scala:393) at org.apache.spark.executor.YarnCoarseGrainedExecutorBackend$.main(YarnCoarseGrainedExecutorBackend.scala:81) at org.apache.spark.executor.YarnCoarseGrainedExecutorBackend.main(YarnCoarseGrainedExecutorBackend.scala) Caused by: org.apache.spark.SparkException: Exception thrown in awaitResult: at org.apache.spark.util.ThreadUtils$.awaitResult(ThreadUtils.scala:301) at org.apache.spark.rpc.RpcTimeout.awaitResult(RpcTimeout.scala:75) at org.apache.spark.rpc.RpcEnv.setupEndpointRefByURI(RpcEnv.scala:101) at org.apache.spark.executor.CoarseGrainedExecutorBackend$.$anonfun$run$9(CoarseGrainedExecutorBackend.scala:413) at scala.runtime.java8.JFunction1$mcVI$sp.apply(JFunction1$mcVI$sp.java:23) at scala.collection.TraversableLike$WithFilter.$anonfun$foreach$1(TraversableLike.scala:877) at scala.collection.immutable.Range.foreach(Range.scala:158) at scala.collection.TraversableLike$WithFilter.foreach(TraversableLike.scala:876) at org.apache.spark.executor.CoarseGrainedExecutorBackend$.$anonfun$run$7(CoarseGrainedExecutorBackend.scala:411) at org.apache.spark.deploy.SparkHadoopUtil$$anon$1.run(SparkHadoopUtil.scala:62) at org.apache.spark.deploy.SparkHadoopUtil$$anon$1.run(SparkHadoopUtil.scala:61) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:422) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1893) ... 4 more Caused by: org.apache.spark.rpc.RpcEndpointNotFoundException: Cannot find endpoint: spark://CoarseGrainedScheduler@hadoop2627.xxx.org:21956 at org.apache.spark.rpc.netty.NettyRpcEnv.$anonfun$asyncSetupEndpointRefByURI$1(NettyRpcEnv.scala:148) at org.apache.spark.rpc.netty.NettyRpcEnv.$anonfun$asyncSetupEndpointRefByURI$1$adapted(NettyRpcEnv.scala:144) at scala.concurrent.Future.$anonfun$flatMap$1(Future.scala:307) at scala.concurrent.impl.Promise.$anonfun$transformWith$1(Promise.scala:41) at scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64) at org.apache.spark.util.ThreadUtils$$anon$1.execute(ThreadUtils.scala:99) at scala.concurrent.impl.ExecutionContextImpl$$anon$4.execute(ExecutionContextImpl.scala:138) at scala.concurrent.impl.CallbackRunnable.executeWithValue(Promise.scala:72) at scala.concurrent.impl.Promise$DefaultPromise.$anonfun$tryComplete$1(Promise.scala:288) at scala.concurrent.impl.Promise$DefaultPromise.$anonfun$tryComplete$1$adapted(Promise.scala:288) at scala.concurrent.impl.Promise$DefaultPromise.tryComplete(Promise.scala:288)
Driver - YarnAllocator received container launch error message and treat it as `exitCausedByApp`
2022-06-23 19:52:27 CST YarnAllocator INFO - Completed container container_e94_1649986670278_7743380_02_000025 on host: hadoop4388.xxx.org (state: COMPLETE, exit status: 1) 2022-06-23 19:52:27 CST YarnAllocator WARN - Container from a bad node: container_e94_1649986670278_7743380_02_000025 on host: hadoop4388.xxx.org. Exit status: 1. Diagnostics: [2022-06-23 19:52:24.932]Exception from container-launch. Container id: container_e94_1649986670278_7743380_02_000025 Exit code: 1 Shell output: main : command provided 1 main : run as user is bdms_pm main : requested yarn user is bdms_pm Getting exit code file... Creating script paths... Writing pid file... Writing to tmp file /mnt/dfs/2/yarn/local/nmPrivate/application_1649986670278_7743380/container_e94_1649986670278_7743380_02_000025/container_e94_1649986670278_7743380_02_000025.pid.tmp Writing to cgroup task files... Creating local dirs... Launching container... Getting exit code file... Creating script paths... [2022-06-23 19:52:24.938]Container exited with a non-zero exit code 1. Error file: prelaunch.err. Last 4096 bytes of prelaunch.err : Last 4096 bytes of stderr : at scala.concurrent.Future$InternalCallbackExecutor$.execute(Future.scala:873) at scala.concurrent.impl.CallbackRunnable.executeWithValue(Promise.scala:72) at scala.concurrent.impl.Promise$DefaultPromise.$anonfun$tryComplete$1(Promise.scala:288) at scala.concurrent.impl.Promise$DefaultPromise.$anonfun$tryComplete$1$adapted(Promise.scala:288) at scala.concurrent.impl.Promise$DefaultPromise.tryComplete(Promise.scala:288) at scala.concurrent.Promise.trySuccess(Promise.scala:94) at scala.concurrent.Promise.trySuccess$(Promise.scala:94) at scala.concurrent.impl.Promise$DefaultPromise.trySuccess(Promise.scala:187) at org.apache.spark.rpc.netty.NettyRpcEnv.onSuccess$1(NettyRpcEnv.scala:225) at org.apache.spark.rpc.netty.NettyRpcEnv.$anonfun$askAbortable$7(NettyRpcEnv.scala:246) at org.apache.spark.rpc.netty.NettyRpcEnv.$anonfun$askAbortable$7$adapted(NettyRpcEnv.scala:246) at org.apache.spark.rpc.netty.RpcOutboxMessage.onSuccess(Outbox.scala:90) at org.apache.spark.network.client.TransportResponseHandler.handle(TransportResponseHandler.java:195) at org.apache.spark.network.server.TransportChannelHandler.channelRead0(TransportChannelHandler.java:142) at org.apache.spark.network.server.TransportChannelHandler.channelRead0(TransportChannelHandler.java:53) at io.netty.channel.SimpleChannelInboundHandler.channelRead(SimpleChannelInboundHandler.java:99) at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:379) at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:365)
Driver - Eventually application failed because ”failed“ executor reached threshold
2022-06-23 19:52:30 CST ApplicationMaster INFO - Final app status: FAILED, exitCode: 11, (reason: Max number of executor failures (16) reached)
