MapReduce 程序运行报错 java.lang.ClassNotFoundException解决方法

时间:2023-03-08 16:59:35

在创建自定义的Mapper时候,编译正确,但上传到集群执行时出现错误:

11/16/05 22:53:16 INFO mapred.JobClient: Task Id : attempt_201111301626_0015_m_000000_0, Status : FAILED
java.lang.RuntimeException: java.lang.ClassNotFoundException: actiondemo.MyJob$MapClass
at org.apache.Hadoop.conf.Configuration.getClass(Configuration.java:866)
at org.apache.hadoop.mapreduce.JobContext.getMapperClass(JobContext.java:199)
at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:719)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370)
at org.apache.hadoop.mapred.Child$4.run(Child.java:255)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:396)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1059)
at org.apache.hadoop.mapred.Child.main(Child.java:249)
Caused by: java.lang.ClassNotFoundException: actiondemo.MyJob$MapClass
at java.net.URLClassLoader$1.run(URLClassLoader.java:202)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:190)
at java.lang.ClassLoader.loadClass(ClassLoader.java:306)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:301)
at java.lang.ClassLoader.loadClass(ClassLoader.java:247)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:247)
at org.apache.hadoop.conf.Configuration.getClassByName(Configuration.java:819)
at org.apache.hadoop.conf.Configuration.getClass(Configuration.java:864)
... 8 more

  程序开发的步骤是 在Windows的eclipse下开发,然后倒出JAR包,将JAR包放在集群上运行。

  eclipse的jdk的版本不能高于hadoop里面配置的jdk的版本,否则会报错。(具体是什么类型的错误,记不到了)

  问题原因及解决办法如下:

  因为使用的是0.20以上的Hadoop版本,在调用jar中的自定义mapper时,需要设置setJarByClass方法,设置方法如下:

  job.setJarByClass(MyJob.class);

  其实,在输出日志中也有提示信息:
  11/16/05 22:53:03 WARN mapred.JobClient: No job jar file set.  User classes may not be found. See JobConf(Class) or JobConf#setJar(String).
job.setJarByClass(MyJob.class);