Hi,
  可以观察下 savepoint 失败之前最近的 checkpoint 是否也是失败的,如果也是失败的,应该就是任务本身目前处于亚健康情况。


Best,
Hailong Wang




At 2020-10-21 13:09:45, "廖辉轩" <[email protected]> wrote:
>Hi,all
>
>当数据到达50G左右时,savepoint总是失败。初步分析是执行savepoint时,内存溢出导致task挂掉,然后task重启。
>
>
>background:
>flink version:1.10.0
>flink on yarn:Total Task Slots8
>Task Managers8,5G memory
>
>
>
>
>backend:rocksdb,Increment
>checkpoint:3 min
>
>
>Container Error:
>container_1596184446716_365651_01_000009 because: Container 
>[pid=104949,containerID=container_1596184446716_365651_01_000009] is running 
>beyond physical memory limits. Current usage: 5.3 GB of 5 GB physical memory 
>used; 7.4 GB of 10.5 GB virtual memory used. Killing container.
>Dump of the process-tree for container_1596184446716_365651_01_000009 :
>
>
>
>===================
>Command:
>
>
>flink savepoint 389923a0198dd74f5e1bc9e968258dba -yid 
>application_1596184446716_365651
>
>
>Error:
>
>
>org.apache.flink.util.FlinkException: Triggering a savepoint for the job 
>389923a0198dd74f5e1bc9e968258dba failed.
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.client.cli.CliFrontend.triggerSavepoint(CliFrontend.java:633)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.client.cli.CliFrontend.lambda$savepoint$9(CliFrontend.java:611)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.client.cli.CliFrontend.runClusterAction(CliFrontend.java:843)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.client.cli.CliFrontend.savepoint(CliFrontend.java:608)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.client.cli.CliFrontend.parseParameters(CliFrontend.java:910)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.client.cli.CliFrontend.lambda$main$10(CliFrontend.java:968)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.security.AccessController.doPrivileged(Native Method)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>javax.security.auth.Subject.doAs(Subject.java:422)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1692)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.security.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.client.cli.CliFrontend.main(CliFrontend.java:968)
>Caused by: java.util.concurrent.CompletionException: 
>java.util.concurrent.CompletionException: 
>org.apache.flink.runtime.checkpoint.CheckpointException: Checkpoint 
>Coordinator is suspending.
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.SchedulerBase.lambda$triggerSavepoint$3(SchedulerBase.java:744)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.uniHandle(CompletableFuture.java:822)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture$UniHandle.tryFire(CompletableFuture.java:797)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture$Completion.run(CompletableFuture.java:442)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRunAsync(AkkaRpcActor.java:397)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcMessage(AkkaRpcActor.java:190)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.rpc.akka.FencedAkkaRpcActor.handleRpcMessage(FencedAkkaRpcActor.java:74)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleMessage(AkkaRpcActor.java:152)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:26)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:21)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.japi.pf.UnitCaseStatement.applyOrElse(CaseStatements.scala:21)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:170)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.actor.Actor$class.aroundReceive(Actor.scala:517)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.actor.AbstractActor.aroundReceive(AbstractActor.scala:225)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.actor.ActorCell.receiveMessage(ActorCell.scala:592)
>&nbsp; &nbsp; &nbsp; &nbsp; at akka.actor.ActorCell.invoke(ActorCell.scala:561)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.dispatch.Mailbox.processMailbox(Mailbox.scala:258)
>&nbsp; &nbsp; &nbsp; &nbsp; at akka.dispatch.Mailbox.run(Mailbox.scala:225)
>&nbsp; &nbsp; &nbsp; &nbsp; at akka.dispatch.Mailbox.exec(Mailbox.scala:235)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.dispatch.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.dispatch.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.dispatch.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>akka.dispatch.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
>Caused by: java.util.concurrent.CompletionException: 
>org.apache.flink.runtime.checkpoint.CheckpointException: Checkpoint 
>Coordinator is suspending.
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.encodeThrowable(CompletableFuture.java:292)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.completeThrowable(CompletableFuture.java:308)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.uniApply(CompletableFuture.java:593)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture$UniApply.tryFire(CompletableFuture.java:577)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:474)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.completeExceptionally(CompletableFuture.java:1977)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.CheckpointCoordinator.lambda$null$1(CheckpointCoordinator.java:457)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.uniWhenComplete(CompletableFuture.java:760)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture$UniWhenComplete.tryFire(CompletableFuture.java:736)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:474)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>java.util.concurrent.CompletableFuture.completeExceptionally(CompletableFuture.java:1977)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.PendingCheckpoint.abort(PendingCheckpoint.java:429)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.CheckpointCoordinator.failPendingCheckpoint(CheckpointCoordinator.java:1445)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.CheckpointCoordinator.failPendingCheckpoint(CheckpointCoordinator.java:1436)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.CheckpointCoordinator.abortPendingCheckpoints(CheckpointCoordinator.java:1266)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.CheckpointCoordinator.stopCheckpointScheduler(CheckpointCoordinator.java:1253)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.CheckpointCoordinatorDeActivator.jobStatusChanges(CheckpointCoordinatorDeActivator.java:46)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.executiongraph.ExecutionGraph.notifyJobStatusChange(ExecutionGraph.java:1654)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.executiongraph.ExecutionGraph.transitionState(ExecutionGraph.java:1236)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.executiongraph.ExecutionGraph.transitionState(ExecutionGraph.java:1214)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.SchedulerBase.transitionExecutionGraphState(SchedulerBase.java:421)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.DefaultScheduler.addVerticesToRestartPending(DefaultScheduler.java:232)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.DefaultScheduler.restartTasksWithDelay(DefaultScheduler.java:219)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.DefaultScheduler.maybeRestartTasks(DefaultScheduler.java:207)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.DefaultScheduler.handleTaskFailure(DefaultScheduler.java:193)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.DefaultScheduler.maybeHandleTaskFailure(DefaultScheduler.java:186)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.DefaultScheduler.updateTaskExecutionStateInternal(DefaultScheduler.java:180)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.SchedulerBase.updateTaskExecutionState(SchedulerBase.java:484)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.scheduler.UpdateSchedulerNgOnInternalFailuresListener.notifyTaskFailure(UpdateSchedulerNgOnInternalFailuresListener.java:49)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.executiongraph.ExecutionGraph.notifySchedulerNgAboutInternalTaskFailure(ExecutionGraph.java:1703)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.executiongraph.Execution.processFail(Execution.java:1252)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.executiongraph.Execution.processFail(Execution.java:1220)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.executiongraph.Execution.fail(Execution.java:955)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.slotpool.SingleLogicalSlot.signalPayloadRelease(SingleLogicalSlot.java:173)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.slotpool.SingleLogicalSlot.release(SingleLogicalSlot.java:165)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.slotpool.SlotSharingManager$SingleTaskSlot.release(SlotSharingManager.java:732)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.slotpool.SlotSharingManager$MultiTaskSlot.release(SlotSharingManager.java:537)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.slotpool.AllocatedSlot.releasePayload(AllocatedSlot.java:149)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.slotpool.SlotPoolImpl.tryFailingAllocatedSlot(SlotPoolImpl.java:730)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.slotpool.SlotPoolImpl.failAllocation(SlotPoolImpl.java:710)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.JobMaster.internalFailAllocation(JobMaster.java:541)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.jobmaster.JobMaster.notifyAllocationFailure(JobMaster.java:667)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
>&nbsp; &nbsp; &nbsp; &nbsp; at java.lang.reflect.Method.invoke(Method.java:498)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcInvocation(AkkaRpcActor.java:274)
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcMessage(AkkaRpcActor.java:194)
>&nbsp; &nbsp; &nbsp; &nbsp; ... 20 more
>Caused by: org.apache.flink.runtime.checkpoint.CheckpointException: Checkpoint 
>Coordinator is suspending.
>&nbsp; &nbsp; &nbsp; &nbsp; at 
>org.apache.flink.runtime.checkpoint.PendingCheckpoint.abort(PendingCheckpoint.java:428)
>&nbsp; &nbsp; &nbsp; &nbsp; ... 56 more
>
>
>
>Best,
>Taylor

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