Flink1.8版本相比1.7在打包和jar包拆分上作出些许调整,对使用者有一定影响;如下是笔者在使用flink-1.6 on hdp yarn时踩的两个小坑
操作步骤
直接下载安装flink安装包flink-1.8.0-bin-scala_2.11.tgz,解压后,使用如下命令提交作业:
./bin/flink run -m yarn-cluster ./examples/batch/WordCount.jar
坑一
作业会抛出异常:
Could not identify hostname and port in 'yarn-cluster'
原因:
Flink1.8中,FIX了FLINK-11266,将flink的包中对hadoop版本进行了剔除,导致flink中直接缺少hadoop的client相关类,无法解析yarn-cluster参数
解决方法:
-
执行命令前,导入hadoop的classpath
export HADOOP_CLASSPATH=
hadoop classpath
-
在bin/config.sh添加如下语句,导入hadoop的classpath
export HADOOP_CLASSPATH=
hadoop classpath
-
下载官方预编译的hadoop相关的jar包,下载时,选择对应的hadoop版本,如flink-shaded-hadoop2-uber-2.7.5-1.8.0.jar
坑二:
基于以上第三种方式的作业提交,会抛出如下异常:
java.lang.NoClassDefFoundError: com/sun/jersey/core/util/FeaturesAndProperties
at java.lang.ClassLoader.defineClass1(Native Method)
at java.lang.ClassLoader.defineClass(ClassLoader.java:763)
at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
at java.net.URLClassLoader.defineClass(URLClassLoader.java:467)
at java.net.URLClassLoader.access$100(URLClassLoader.java:73)
at java.net.URLClassLoader$1.run(URLClassLoader.java:368)
at java.net.URLClassLoader$1.run(URLClassLoader.java:362)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:361)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at org.apache.hadoop.yarn.client.api.TimelineClient.createTimelineClient(TimelineClient.java:55)
at org.apache.hadoop.yarn.client.api.impl.YarnClientImpl.createTimelineClient(YarnClientImpl.java:181)
at org.apache.hadoop.yarn.client.api.impl.YarnClientImpl.serviceInit(YarnClientImpl.java:168)
at org.apache.hadoop.service.AbstractService.init(AbstractService.java:163)
at org.apache.flink.yarn.cli.FlinkYarnSessionCli.getClusterDescriptor(FlinkYarnSessionCli.java:1012)
at org.apache.flink.yarn.cli.FlinkYarnSessionCli.createDescriptor(FlinkYarnSessionCli.java:274)
at org.apache.flink.yarn.cli.FlinkYarnSessionCli.createClusterDescriptor(FlinkYarnSessionCli.java:454)
at org.apache.flink.yarn.cli.FlinkYarnSessionCli.createClusterDescriptor(FlinkYarnSessionCli.java:97)
at org.apache.flink.client.cli.CliFrontend.runProgram(CliFrontend.java:224)
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$11(CliFrontend.java:1126)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:422)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1754)
at org.apache.flink.runtime.security.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
at org.apache.flink.client.cli.CliFrontend.main(CliFrontend.java:1126)
Caused by: java.lang.ClassNotFoundException: com.sun.jersey.core.util.FeaturesAndProperties
at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
... 29 more
原因:
在yarn的client提交作业时,会调用createTimelineClient,此时由于缺少相关jar包抛出异常,而如果之前有调用export HADOOP_CLASSPATH,则hdp自身的hadoop版本中包含有相关jar包,则可以正常运行。
解决方法:
1. 修改HADOOP_CONF_DIR目录下yarn-site.xml中的yarn.timeline-service.enabled设置为false
2. 创建flink自己的hadoop_conf,copy原有的HADOOP_CONF_DIR中的配置文件至hadoop_conf目录,并在flink-conf.yaml中设置env.hadoop.conf.dir变量,并指向新创建的hadoop_conf目录
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