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[Flink] Flink On Yarn(yarn-session.sh)启动错误

雨潇先生 2024-08-19 12:01:03
简介[Flink] Flink On Yarn(yarn-session.sh)启动错误

在Flink上启动 yarn-session.sh时出现 The number of requested virtual cores for application master 1 exceeds the maximum number of virtual cores 0 available in the Yarn Cluster.错误。

版本说明:

Hadoop: 3.3.4

Flink:1.17.1

问题

在Flink On Yarn上启动yarn-session.sh时出现如下错误:

ERROR org.apache.flink.yarn.cli.FlinkYarnSessionCli        [] - Error while running the Flink session.

org.apache.flink.client.deployment.ClusterDeploymentException: Couldn't deploy Yarn session cluster
​	at org.apache.flink.yarn.YarnClusterDescriptor.deploySessionCluster(YarnClusterDescriptor.java:437) ~[flink-dist-1.17.1.jar:1.17.1]
​	at org.apache.flink.yarn.cli.FlinkYarnSessionCli.run(FlinkYarnSessionCli.java:608) ~[flink-dist-1.17.1.jar:1.17.1]
​	at org.apache.flink.yarn.cli.FlinkYarnSessionCli.lambda$main$4(FlinkYarnSessionCli.java:869) ~[flink-dist-1.17.1.jar:1.17.1]
​	at java.security.AccessController.doPrivileged(Native Method) ~[?:1.8.0_231]
​	at javax.security.auth.Subject.doAs(Subject.java:422) ~[?:1.8.0_231]
​	at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1878) ~[hadoop-common-3.3.4.jar:?]
​	at org.apache.flink.runtime.security.contexts.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41) ~[flink-dist-1.17.1.jar:1.17.1]
​	at org.apache.flink.yarn.cli.FlinkYarnSessionCli.main(FlinkYarnSessionCli.java:869) [flink-dist-1.17.1.jar:1.17.1]
Caused by: org.apache.flink.configuration.IllegalConfigurationException: The number of requested virtual cores for application master 1 exceeds the maximum number of virtual cores 0 available in the Yarn Cluster.
​	at org.apache.flink.yarn.YarnClusterDescriptor.isReadyForDeployment(YarnClusterDescriptor.java:338) ~[flink-dist-1.17.1.jar:1.17.1]
​	at org.apache.flink.yarn.YarnClusterDescriptor.deployInternal(YarnClusterDescriptor.java:567) ~[flink-dist-1.17.1.jar:1.17.1]
​	at org.apache.flink.yarn.YarnClusterDescriptor.deploySessionCluster(YarnClusterDescriptor.java:430) ~[flink-dist-1.17.1.jar:1.17.1]... 7 more
------------------------------------------------------------
 The program finished with the following exception:
org.apache.flink.client.deployment.ClusterDeploymentException: Couldn't deploy Yarn session cluster
​	at org.apache.flink.yarn.YarnClusterDescriptor.deploySessionCluster(YarnClusterDescriptor.java:437)
​	at org.apache.flink.yarn.cli.FlinkYarnSessionCli.run(FlinkYarnSessionCli.java:608)
​	at org.apache.flink.yarn.cli.FlinkYarnSessionCli.lambda$main$4(FlinkYarnSessionCli.java:869)
​	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:1878)
​	at org.apache.flink.runtime.security.contexts.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
​	at org.apache.flink.yarn.cli.FlinkYarnSessionCli.main(FlinkYarnSessionCli.java:869)
Caused by: org.apache.flink.configuration.IllegalConfigurationException: The number of requested virtual cores for application master 1 exceeds the maximum number of virtual cores 0 available in the Yarn Cluster.
​	at org.apache.flink.yarn.YarnClusterDescriptor.isReadyForDeployment(YarnClusterDescriptor.java:338)
​	at org.apache.flink.yarn.YarnClusterDescriptor.deployInternal(YarnClusterDescriptor.java:567)
​	at org.apache.flink.yarn.YarnClusterDescriptor.deploySessionCluster(YarnClusterDescriptor.java:430)... 7 more

原因

在yarn-site.xml文件中配置了所有可能相关的参数,重启yarn服务,执行yarn-session.sh错误依旧:

	<property>
    <name>yarn.containers.vcores</name>
    <value>8</value>
  </property>

  <property>
    <name>yarn.nodemanager.resource.cpu-vcores</name>
    <value>4</value>
  </property>

  <property>
    <name>yarn.scheduler.maximum-allocation-vcores</name>
    <value>2</value>
  </property>

在看yarn cluster上的信息时突然发现Unhealth Nodes,然后查看了具体信息:
Unhealth-report
具体原因就是磁盘使用空间占比超过了90了(yarn默认为90),则认为不健康,不健康相当于这个节点不可用,由于本地只有一个节点,所以相当于整个集群不可用,于是就出现了开头的错误信息。
Unhealth-report的具体信息

解决

根据Health-report的提示,在yarn-site.xml中添加了如下参数:

	<property>
    <name>yarn.nodemanager.disk-health-checker.max-disk-utilization-per-disk-percentage</name>
    <value>99</value>
  </property>

重启yarn,再查看节点状态为正常了,再执行flink的yarn-session.sh就可以正常启动了。
问题修复后的Yarn Cluster Node状态
Flink yarn-session.sh启动成功

总结

在Flink中使用yarn-session时,如果出现yarn相关的错误,可以到Yarn的WebUI上查看可能的Unhealth-report和具体的错误信息,再根据具体信息调整配置后不断调试,直到解决问题。

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