我正在使用具有1个jobManager和n个taskManager的Flink独立集群。当我尝试通过命令行提交作业时,作业提交失败,并显示以下错误消息:
org.apache.flink.client.program.ProgramInvocationException: Could not submit job (JobID: f839aefee74aa4483ce8f8fd2e49b69e)
。
在jobManager实例上,一切正常,直到作业从DEPLOYING切换到RUNNING。 发布,一旦akka-timeut过期,我会看到以下堆栈跟踪
akka.pattern.AskTimeoutException: Ask timed out on [Actor[akka://flink/user/dispatcher#-177004106]] after [100000 ms]. Sender[null] sent message of type "org.apache.flink.runtime.rpc.messages.LocalFencedMessage".
at akka.pattern.PromiseActorRef$$anonfun$1.apply$mcV$sp(AskSupport.scala:604)
at akka.actor.Scheduler$$anon$4.run(Scheduler.scala:126)
at scala.concurrent.Future$InternalCallbackExecutor$.unbatchedExecute(Future.scala:601)
at scala.concurrent.BatchingExecutor$class.execute(BatchingExecutor.scala:109)
at scala.concurrent.Future$InternalCallbackExecutor$.execute(Future.scala:599)
at akka.actor.LightArrayRevolverScheduler$TaskHolder.executeTask(LightArrayRevolverScheduler.scala:329)
at akka.actor.LightArrayRevolverScheduler$$anon$4.executeBucket$1(LightArrayRevolverScheduler.scala:280)
at akka.actor.LightArrayRevolverScheduler$$anon$4.nextTick(LightArrayRevolverScheduler.scala:284)
at akka.actor.LightArrayRevolverScheduler$$anon$4.run(LightArrayRevolverScheduler.scala:236)
at java.lang.Thread.run(Thread.java:745)
我遍历了github上的flink代码,执行作业所需的所有步骤似乎运行良好。但是,当jobManager必须给提交作业的flink客户端提供作业提交确认时,jobSubmitHandler在akka调度程序上超时,根据我的理解,该调度程序负责与作业客户端进行通信。
Flink作业包含1个源(kafka),2个运算符和1个接收器(“定制接收器”)。 以下链接显示jobManager日志: https://pastebin.com/raw/3GaTtNrG
一旦调度程序超时,所有其他Flink UI调用也会超时,并且具有相同的异常。
以下是用于通过命令行提交作业的flink客户端日志。
2019-09-28 19:34:21,321 INFO org.apache.flink.client.cli.CliFrontend - --------------------------------------------------------------------------------
2019-09-28 19:34:21,322 INFO org.apache.flink.client.cli.CliFrontend - Starting Command Line Client (Version: 1.8.0, Rev:<unknown>, Date:<unknown>)
2019-09-28 19:34:21,322 INFO org.apache.flink.client.cli.CliFrontend - OS current user: root
2019-09-28 19:34:21,322 INFO org.apache.flink.client.cli.CliFrontend - Current Hadoop/Kerberos user: <no hadoop dependency found>
2019-09-28 19:34:21,322 INFO org.apache.flink.client.cli.CliFrontend - JVM: Java HotSpot(TM) 64-Bit Server VM - Oracle Corporation - 1.8/25.5-b02
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - Maximum heap size: 2677 MiBytes
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - JAVA_HOME: (not set)
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - No Hadoop Dependency available
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - JVM Options:
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - -Dlog.file=/var/lib/fulfillment-stream-processor/flink-executables/flink-executables/log/flink-root-client-fulfillment-stream-processor-flink-task-manager-2-8047357.log
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - -Dlog4j.configuration=file:/var/lib/fulfillment-stream-processor/flink-executables/flink-executables/conf/log4j-cli.properties
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - -Dlogback.configurationFile=file:/var/lib/fulfillment-stream-processor/flink-executables/flink-executables/conf/logback.xml
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - Program Arguments:
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - run
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - -d
2019-09-28 19:34:21,323 INFO org.apache.flink.client.cli.CliFrontend - -c
2019-09-28 19:34:21,324 INFO org.apache.flink.client.cli.CliFrontend - /home/fse/flink-kafka-relayer-0.2.jar
2019-09-28 19:34:21,324 INFO org.apache.flink.client.cli.CliFrontend - Classpath: /var/lib/fulfillment-stream-processor/flink-executables/flink-executables/lib/log4j-1.2.17.jar:/var/lib/fulfillment-stream-processor/flink-executables/flink-executables/lib/slf4j-log4j12-1.7.15.jar:/var/lib/fulfillment-stream-processor/flink-executables/flink-executables/lib/flink-dist_2.11-1.8.0.jar:::
2019-09-28 19:34:21,324 INFO org.apache.flink.client.cli.CliFrontend - --------------------------------------------------------------------------------
2019-09-28 19:34:21,328 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: jobmanager.rpc.address, <job-manager-ip>
2019-09-28 19:34:21,328 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: jobmanager.rpc.port, 6123
2019-09-28 19:34:21,328 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: jobmanager.heap.size, 1024m
2019-09-28 19:34:21,329 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: taskmanager.heap.size, 1024m
2019-09-28 19:34:21,329 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: taskmanager.numberOfTaskSlots, 4
2019-09-28 19:34:21,329 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: parallelism.default, 1
2019-09-28 19:34:21,329 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: metrics.reporter.jmx.class, org.apache.flink.metrics.jmx.JMXReporter
2019-09-28 19:34:21,329 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: metrics.reporter.jmx.port, 8789
2019-09-28 19:34:21,333 WARN org.apache.flink.client.cli.CliFrontend - Could not load CLI class org.apache.flink.yarn.cli.FlinkYarnSessionCli.
java.lang.NoClassDefFoundError: org/apache/hadoop/yarn/exceptions/YarnException
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:259)
at org.apache.flink.client.cli.CliFrontend.loadCustomCommandLine(CliFrontend.java:1230)
at org.apache.flink.client.cli.CliFrontend.loadCustomCommandLines(CliFrontend.java:1190)
at org.apache.flink.client.cli.CliFrontend.main(CliFrontend.java:1115)
Caused by: java.lang.ClassNotFoundException: org.apache.hadoop.yarn.exceptions.YarnException
at java.net.URLClassLoader$1.run(URLClassLoader.java:372)
at java.net.URLClassLoader$1.run(URLClassLoader.java:361)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:360)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:308)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
... 5 more
2019-09-28 19:34:21,343 INFO org.apache.flink.core.fs.FileSystem - Hadoop is not in the classpath/dependencies. The extended set of supported File Systems via Hadoop is not available.
2019-09-28 19:34:21,545 INFO org.apache.flink.runtime.security.modules.HadoopModuleFactory - Cannot create Hadoop Security Module because Hadoop cannot be found in the Classpath.
2019-09-28 19:34:21,560 INFO org.apache.flink.runtime.security.SecurityUtils - Cannot install HadoopSecurityContext because Hadoop cannot be found in the Classpath.
2019-09-28 19:34:21,561 INFO org.apache.flink.client.cli.CliFrontend - Running 'run' command.
2019-09-28 19:34:21,566 INFO org.apache.flink.client.cli.CliFrontend - Building program from JAR file
2019-09-28 19:34:21,744 INFO org.apache.flink.configuration.Configuration - Config uses fallback configuration key 'jobmanager.rpc.address' instead of key 'rest.address'
2019-09-28 19:34:21,896 INFO org.apache.flink.runtime.rest.RestClient - Rest client endpoint started.
2019-09-28 19:34:21,898 INFO org.apache.flink.client.cli.CliFrontend - Starting execution of program
2019-09-28 19:34:21,898 INFO org.apache.flink.client.program.rest.RestClusterClient - Starting program in interactive mode (detached: true)
2019-09-28 19:34:22,594 WARN org.apache.flink.streaming.api.environment.StreamContextEnvironment - Job was executed in detached mode, the results will be available on completion.
2019-09-28 19:34:22,632 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: jobmanager.rpc.address, <job-manager-ip>
2019-09-28 19:34:22,632 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: jobmanager.rpc.port, 6123
2019-09-28 19:34:22,632 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: jobmanager.heap.size, 1024m
2019-09-28 19:34:22,633 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: taskmanager.heap.size, 1024m
2019-09-28 19:34:22,633 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: taskmanager.numberOfTaskSlots, 4
2019-09-28 19:34:22,633 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: parallelism.default, 1
2019-09-28 19:34:22,633 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: metrics.reporter.jmx.class, org.apache.flink.metrics.jmx.JMXReporter
2019-09-28 19:34:22,633 INFO org.apache.flink.configuration.GlobalConfiguration - Loading configuration property: metrics.reporter.jmx.port, 8789
2019-09-28 19:34:22,635 INFO org.apache.flink.client.program.rest.RestClusterClient - Submitting job f839aefee74aa4483ce8f8fd2e49b69e (detached: true).
2019-09-28 19:36:04,341 INFO org.apache.flink.runtime.rest.RestClient - Shutting down rest endpoint.
2019-09-28 19:36:04,343 INFO org.apache.flink.runtime.rest.RestClient - Rest endpoint shutdown complete.
2019-09-28 19:36:04,343 ERROR org.apache.flink.client.cli.CliFrontend - Error while running the command.
org.apache.flink.client.program.ProgramInvocationException: Could not submit job (JobID: f839aefee74aa4483ce8f8fd2e49b69e)
at org.apache.flink.client.program.rest.RestClusterClient.submitJob(RestClusterClient.java:250)
at org.apache.flink.client.program.ClusterClient.run(ClusterClient.java:483)
at org.apache.flink.client.program.DetachedEnvironment.finalizeExecute(DetachedEnvironment.java:77)
at org.apache.flink.client.program.ClusterClient.run(ClusterClient.java:429)
at org.apache.flink.client.cli.CliFrontend.executeProgram(CliFrontend.java:813)
at org.apache.flink.client.cli.CliFrontend.runProgram(CliFrontend.java:287)
at org.apache.flink.client.cli.CliFrontend.run(CliFrontend.java:213)
at org.apache.flink.client.cli.CliFrontend.parseParameters(CliFrontend.java:1050)
at org.apache.flink.client.cli.CliFrontend.lambda$main$11(CliFrontend.java:1126)
at org.apache.flink.client.cli.CliFrontend$$Lambda$5/1971851377.call(Unknown Source)
at org.apache.flink.runtime.security.NoOpSecurityContext.runSecured(NoOpSecurityContext.java:30)
at org.apache.flink.client.cli.CliFrontend.main(CliFrontend.java:1126)
Caused by: org.apache.flink.runtime.client.JobSubmissionException: Failed to submit JobGraph.
at org.apache.flink.client.program.rest.RestClusterClient.lambda$submitJob$8(RestClusterClient.java:388)
at org.apache.flink.client.program.rest.RestClusterClient$$Lambda$17/788892554.apply(Unknown Source)
at java.util.concurrent.CompletableFuture$ExceptionCompletion.run(CompletableFuture.java:1246)
at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:193)
at java.util.concurrent.CompletableFuture.internalComplete(CompletableFuture.java:210)
at java.util.concurrent.CompletableFuture$ThenApply.run(CompletableFuture.java:723)
at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:193)
at java.util.concurrent.CompletableFuture.internalComplete(CompletableFuture.java:210)
at java.util.concurrent.CompletableFuture$ThenCopy.run(CompletableFuture.java:1333)
at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:193)
at java.util.concurrent.CompletableFuture.completeExceptionally(CompletableFuture.java:2361)
at org.apache.flink.runtime.concurrent.FutureUtils.lambda$retryOperationWithDelay$5(FutureUtils.java:207)
at org.apache.flink.runtime.concurrent.FutureUtils$$Lambda$34/1092254958.accept(Unknown Source)
at java.util.concurrent.CompletableFuture$WhenCompleteCompletion.run(CompletableFuture.java:1298)
at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:193)
at java.util.concurrent.CompletableFuture.internalComplete(CompletableFuture.java:210)
at java.util.concurrent.CompletableFuture$AsyncCompose.exec(CompletableFuture.java:626)
at java.util.concurrent.CompletableFuture$Async.run(CompletableFuture.java:428)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at java.lang.Thread.run(Thread.java:745)
Caused by: org.apache.flink.runtime.rest.util.RestClientException: [Internal server error., <Exception on server side:
akka.pattern.AskTimeoutException: Ask timed out on [Actor[akka://flink/user/dispatcher#-177004106]] after [100000 ms]. Sender[null] sent message of type "org.apache.flink.runtime.rpc.messages.LocalFencedMessage".
at akka.pattern.PromiseActorRef$$anonfun$1.apply$mcV$sp(AskSupport.scala:604)
at akka.actor.Scheduler$$anon$4.run(Scheduler.scala:126)
at scala.concurrent.Future$InternalCallbackExecutor$.unbatchedExecute(Future.scala:601)
at scala.concurrent.BatchingExecutor$class.execute(BatchingExecutor.scala:109)
at scala.concurrent.Future$InternalCallbackExecutor$.execute(Future.scala:599)
at akka.actor.LightArrayRevolverScheduler$TaskHolder.executeTask(LightArrayRevolverScheduler.scala:329)
at akka.actor.LightArrayRevolverScheduler$$anon$4.executeBucket$1(LightArrayRevolverScheduler.scala:280)
at akka.actor.LightArrayRevolverScheduler$$anon$4.nextTick(LightArrayRevolverScheduler.scala:284)
at akka.actor.LightArrayRevolverScheduler$$anon$4.run(LightArrayRevolverScheduler.scala:236)
at java.lang.Thread.run(Thread.java:745)
End of exception on server side>]
at org.apache.flink.runtime.rest.RestClient.parseResponse(RestClient.java:389)
at org.apache.flink.runtime.rest.RestClient.lambda$submitRequest$3(RestClient.java:373)
at org.apache.flink.runtime.rest.RestClient$$Lambda$33/1155836850.apply(Unknown Source)
at java.util.concurrent.CompletableFuture$AsyncCompose.exec(CompletableFuture.java:604)
... 4 more
我已经打开了flink,akka和kafka的调试日志,但无法确定出了什么问题。我对akka有非常基本的了解,因为它无法找出问题所在。有人可以帮我吗? 我正在运行flink 1.8.0。