无法运行 flink-gelly 示例



我在Mac上运行Apache Flink 1.4.2(没有捆绑的hadoop(,并且我设法运行了WordCount示例。但是,当我尝试按照 Runnung Gelly 示例中的说明运行 Gelly 示例时,我偶然遇到了以下错误:

java.lang.ClassNotFoundException: org.apache.flink.graph.generator.random.BlockInfo 

我可以知道如何解决它吗?

我首先通过以下方式启动集群

./bin/start-cluster.sh 
Starting cluster.
[INFO] 1 instance(s) of jobmanager are already running on myhostname.
Starting jobmanager daemon on host myhostname.
[INFO] 1 instance(s) of taskmanager are already running on myhostname.
Starting taskmanager daemon on host myhostname.

然后在另一个终端中,我运行

./bin/flink run examples/gelly/flink-gelly-examples_2.11-1.4.2.jar --algorithm GraphMetrics --order directed --input RMatGraph --type integer --scale 20 --simplify directed --output print

和以下错误

Cluster configuration: Standalone cluster with JobManager at localhost/127.0.0.1:6123
Using address localhost:6123 to connect to JobManager.
JobManager web interface address http://localhost:8081
Starting execution of program
Submitting job with JobID: 099acb25fa34be1fe63fb47296605f69. Waiting for job completion.
Connected to JobManager at Actor[akka.tcp://flink@localhost:6123/user/jobmanager#57507119] with leader session id 00000000-0000-0000-0000-000000000000.
------------------------------------------------------------
 The program finished with the following exception:
org.apache.flink.client.program.ProgramInvocationException: The program execution failed: Failed to submit job 099acb25fa34be1fe63fb47296605f69 (RMatGraph (s20e16d) ⇨ GraphMetrics ⇨ Hash [integer])
at org.apache.flink.client.program.ClusterClient.run(ClusterClient.java:492)
at org.apache.flink.client.program.StandaloneClusterClient.submitJob(StandaloneClusterClient.java:105)
at org.apache.flink.client.program.ClusterClient.run(ClusterClient.java:456)
at org.apache.flink.client.program.ClusterClient.run(ClusterClient.java:444)
at org.apache.flink.client.program.ContextEnvironment.execute(ContextEnvironment.java:62)
at org.apache.flink.graph.Runner.execute(Runner.java:452)
at org.apache.flink.graph.Runner.main(Runner.java:507)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:525)
at org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:417)
at org.apache.flink.client.program.ClusterClient.run(ClusterClient.java:396)
at org.apache.flink.client.CliFrontend.executeProgram(CliFrontend.java:802)
at org.apache.flink.client.CliFrontend.run(CliFrontend.java:282)
at org.apache.flink.client.CliFrontend.parseParameters(CliFrontend.java:1054)
at org.apache.flink.client.CliFrontend$1.call(CliFrontend.java:1101)
at org.apache.flink.client.CliFrontend$1.call(CliFrontend.java:1098)
at org.apache.flink.runtime.security.NoOpSecurityContext.runSecured(NoOpSecurityContext.java:30)
at org.apache.flink.client.CliFrontend.main(CliFrontend.java:1098)
Caused by: org.apache.flink.runtime.client.JobExecutionException: Failed to submit job 099acb25fa34be1fe63fb47296605f69 (RMatGraph (s20e16d) ⇨ GraphMetrics ⇨ Hash [integer])
at org.apache.flink.runtime.jobmanager.JobManager.org$apache$flink$runtime$jobmanager$JobManager$$submitJob(JobManager.scala:1325)
at org.apache.flink.runtime.jobmanager.JobManager$$anonfun$handleMessage$1.applyOrElse(JobManager.scala:447)
at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:36)
at org.apache.flink.runtime.LeaderSessionMessageFilter$$anonfun$receive$1.applyOrElse(LeaderSessionMessageFilter.scala:38)
at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:36)
at org.apache.flink.runtime.LogMessages$$anon$1.apply(LogMessages.scala:33)
at org.apache.flink.runtime.LogMessages$$anon$1.apply(LogMessages.scala:28)
at scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123)
at org.apache.flink.runtime.LogMessages$$anon$1.applyOrElse(LogMessages.scala:28)
at akka.actor.Actor$class.aroundReceive(Actor.scala:502)
at org.apache.flink.runtime.jobmanager.JobManager.aroundReceive(JobManager.scala:122)
at akka.actor.ActorCell.receiveMessage(ActorCell.scala:526)
at akka.actor.ActorCell.invoke(ActorCell.scala:495)
at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:257)
at akka.dispatch.Mailbox.run(Mailbox.scala:224)
at akka.dispatch.Mailbox.exec(Mailbox.scala:234)
at scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
at scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
at scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
at scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
Caused by: java.lang.ClassNotFoundException: org.apache.flink.graph.generator.random.BlockInfo
at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at org.apache.flink.runtime.execution.librarycache.FlinkUserCodeClassLoaders$ChildFirstClassLoader.loadClass(FlinkUserCodeClassLoaders.java:115)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:348)
at org.apache.flink.util.InstantiationUtil$ClassLoaderObjectInputStream.resolveClass(InstantiationUtil.java:73)
at java.io.ObjectInputStream.readNonProxyDesc(ObjectInputStream.java:1859)
at java.io.ObjectInputStream.readClassDesc(ObjectInputStream.java:1745)
at java.io.ObjectInputStream.readClass(ObjectInputStream.java:1710)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1550)
at java.io.ObjectInputStream.readObject(ObjectInputStream.java:427)
at java.util.HashSet.readObject(HashSet.java:341)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at java.io.ObjectStreamClass.invokeReadObject(ObjectStreamClass.java:1158)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2169)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2060)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1567)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2278)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2202)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2060)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1567)
at java.io.ObjectInputStream.readObject(ObjectInputStream.java:427)
at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:437)
at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:424)
at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:412)
at org.apache.flink.util.SerializedValue.deserializeValue(SerializedValue.java:58)
at org.apache.flink.runtime.jobmanager.JobManager.org$apache$flink$runtime$jobmanager$JobManager$$submitJob(JobManager.scala:1253)
... 19 more
出现

此特定错误是因为当您将 jar 文件复制到 lib/ 文件夹,但在执行复制后没有停止并启动 flink 集群(即您在执行复制之前运行集群(。

如果在将 jar 文件复制到 lib 文件夹(如本页所述(后使用 ./bin/stop-cluster.sh./bin/start-cluster.sh 停止并启动集群,则问题将得到解决。

这也可能是为什么您在新安装时没有收到错误的原因,因为您在启动 flink 集群之前将 jar 文件复制到了 lib 文件夹。

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