问题在Yarn Cluster上运行Spark Job

Question

我想在Hadoop YARN集群模式下运行我的spark Job ,我使用以下命令:

spark-submit --master yarn-cluster 
             --driver-memory 1g 
             --executor-memory 1g
             --executor-cores 1 
             --class com.dc.analysis.jobs.AggregationJob
               sparkanalitic.jar param1 param2 param3

我收到错误,请提出错误,命令是否正确.我正在使用CDH 5.3.1.

Diagnostics: Application application_1424284032717_0066 failed 2 times due 
to AM Container for appattempt_1424284032717_0066_000002 exited with  
exitCode: 15 due to: Exception from container-launch.

Container id: container_1424284032717_0066_02_000001
Exit code: 15
Stack trace: ExitCodeException exitCode=15: 
    at org.apache.hadoop.util.Shell.runCommand(Shell.java:538)
    at org.apache.hadoop.util.Shell.run(Shell.java:455)
    at org.apache.hadoop.util.Shell$ShellCommandExecutor.execute(Shell.java:702)
    at org.apache.hadoop.yarn.server.nodemanager.DefaultContainerExecutor.launchContainer(DefaultContainerExecutor.java:197)
    at org.apache.hadoop.yarn.server.nodemanager.containermanager.launcher.ContainerLaunch.call(ContainerLaunch.java:299)
    at org.apache.hadoop.yarn.server.nodemanager.containermanager.launcher.ContainerLaunch.call(ContainerLaunch.java:81)
    at java.util.concurrent.FutureTask.run(FutureTask.java:262)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
    at java.lang.Thread.run(Thread.java:745)  

Container exited with a non-zero exit code 15
.Failing this attempt.. Failing the application.
     ApplicationMaster host: N/A
     ApplicationMaster RPC port: -1
     queue: root.hdfs
     start time: 1424699723648
     final status: FAILED
     tracking URL: http://myhostname:8088/cluster/app/application_1424284032717_0066
     user: hdfs

2015-02-23 19:26:04 DEBUG Client - stopping client from cache: org.apache.hadoop.ipc.Client@4085f1ac
2015-02-23 19:26:04 DEBUG Utils - Shutdown hook called
2015-02-23 19:26:05 DEBUG Utils - Shutdown hook called

任何帮助将不胜感激.

Answer 1

它可能意味着很多东西,对于我们来说,由于不支持的Java类版本,我们得到类似的错误消息,我们通过删除项目中引用的Java类来解决问题.

使用此命令可以查看详细的错误消息:

yarn logs -applicationId application_1424284032717_0066

Answer 2

该命令看起来是正确的。

我遇到的是“退出代码 15”通常表示 TableNotFound 异常。这通常意味着您提交的代码中有错误。

您可以通过访问跟踪 URL 进行检查。