Hadoop Mapreduce ClassNotFoundException: javax.activation.DataSource

运行hadoop MapReduce报如下错误:

[2019-07-16 11:39:24.204]Container exited with a non-zero exit code 1. Error file: prelaunch.err.
Last 4096 bytes of prelaunch.err :
Last 4096 bytes of stderr :
WARNING: An illegal reflective access operation has occurred
WARNING: Illegal reflective access by com.google.inject.internal.cglib.core.$ReflectUtils$2 (file:/data/vdb/apps/hadoop-3.2.0/share/hadoop/yarn/lib/guice-4.0.jar) to method java.lang.ClassLoader.defineClass(java.lang.String,byte[],int,int,java.security.ProtectionDomain)
WARNING: Please consider reporting this to the maintainers of com.google.inject.internal.cglib.core.$ReflectUtils$2
WARNING: Use --illegal-access=warn to enable warnings of further illegal reflective access operations
WARNING: All illegal access operations will be denied in a future release
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory register
INFO: Registering org.apache.hadoop.mapreduce.v2.app.webapp.JAXBContextResolver as a provider class
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory register
INFO: Registering org.apache.hadoop.yarn.webapp.GenericExceptionHandler as a provider class
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory register
INFO: Registering org.apache.hadoop.mapreduce.v2.app.webapp.AMWebServices as a root resource class
Jul 16, 2019 11:39:22 AM com.sun.jersey.server.impl.application.WebApplicationImpl _initiate
INFO: Initiating Jersey application, version 'Jersey: 1.19 02/11/2015 03:25 AM'
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory getComponentProvider
INFO: Binding org.apache.hadoop.mapreduce.v2.app.webapp.JAXBContextResolver to GuiceManagedComponentProvider with the scope "Singleton"
log4j:WARN No appenders could be found for logger (org.apache.hadoop.mapreduce.v2.app.MRAppMaster).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.


[2019-07-16 11:39:24.206]Container exited with a non-zero exit code 1. Error file: prelaunch.err.
Last 4096 bytes of prelaunch.err :
Last 4096 bytes of stderr :
WARNING: An illegal reflective access operation has occurred
WARNING: Illegal reflective access by com.google.inject.internal.cglib.core.$ReflectUtils$2 (file:/data/vdb/apps/hadoop-3.2.0/share/hadoop/yarn/lib/guice-4.0.jar) to method java.lang.ClassLoader.defineClass(java.lang.String,byte[],int,int,java.security.ProtectionDomain)
WARNING: Please consider reporting this to the maintainers of com.google.inject.internal.cglib.core.$ReflectUtils$2
WARNING: Use --illegal-access=warn to enable warnings of further illegal reflective access operations
WARNING: All illegal access operations will be denied in a future release
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory register
INFO: Registering org.apache.hadoop.mapreduce.v2.app.webapp.JAXBContextResolver as a provider class
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory register
INFO: Registering org.apache.hadoop.yarn.webapp.GenericExceptionHandler as a provider class
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory register
INFO: Registering org.apache.hadoop.mapreduce.v2.app.webapp.AMWebServices as a root resource class
Jul 16, 2019 11:39:22 AM com.sun.jersey.server.impl.application.WebApplicationImpl _initiate
INFO: Initiating Jersey application, version 'Jersey: 1.19 02/11/2015 03:25 AM'
Jul 16, 2019 11:39:22 AM com.sun.jersey.guice.spi.container.GuiceComponentProviderFactory getComponentProvider
INFO: Binding org.apache.hadoop.mapreduce.v2.app.webapp.JAXBContextResolver to GuiceManagedComponentProvider with the scope "Singleton"
log4j:WARN No appenders could be found for logger (org.apache.hadoop.mapreduce.v2.app.MRAppMaster).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.


For more detailed output, check the application tracking page: http://m.mtd.com:8088/cluster/app/application_1563189095146_0006 Then click on links to logs of each attempt.
. Failing the application.
2019-07-16 11:39:24,824 INFO mapreduce.Job: Counters: 0

找到集群的container日志目录,查看syslog,发下具体异常为:

Caused by: java.lang.ClassNotFoundException: javax.activation.DataSource
        at java.base/jdk.internal.loader.BuiltinClassLoader.loadClass(BuiltinClassLoader.java:583)
        at java.base/jdk.internal.loader.ClassLoaders$AppClassLoader.loadClass(ClassLoaders.java:178)
        at java.base/java.lang.ClassLoader.loadClass(ClassLoader.java:521)

表示Hadoop缺失了jar包,需要手动导入,在maven网站查找该jar包的链接,使用如下命令导入jar包即可正常运行程序

# 进入Hadoop的安装目录
cd /apps/hadoop
# 进入mapred运行时读取第三方jar包的目录
cd share/hadoop/mapreduce/lib
# 使用wget从maven官网获取jar包
wget https://repo1.maven.org/maven2/javax/activation/activation/1.1.1/activation-1.1.1.jar

 

java.lang.ClassNotFoundException是Java编程中的一个异常类,它表示无法找到指定的类。在你提供的问题中,异常的完整名称是java.lang.ClassNotFoundException: org.apache.hadoop.hive.ql.io.parquet.mapreduce.ParquetInputFormat。 这个异常通常发生在Java程序中使用Hadoop和Hive进行数据处理时。它的出现意味着Java虚拟机(JVM)无法加载指定的类。 主要原因可能有以下几种情况: 1. 缺少相关的依赖库:在使用Hive和Parquet进行数据处理时,需要正确配置和引入相关的依赖库。如果依赖库缺失或版本不匹配,就可能导致ClassNotFoundException的异常。解决方法是确保所有的依赖库都被正确引入,并且版本相互兼容。 2. 类路径配置错误:JVM在运行Java程序时会在类路径中查找需要的类。如果类路径没有正确配置,就无法找到目标类,也会触发ClassNotFoundException。检查类路径配置,确保包含了正确的依赖库和类路径。 3. 类名拼写错误:有时候,类名可能被错误地拼写,导致JVM无法找到目标类。在这种情况下,只需检查并修正类名的拼写错误即可。 综上所述,java.lang.ClassNotFoundException: org.apache.hadoop.hive.ql.io.parquet.mapreduce.ParquetInputFormat是一个Java类加载异常,常见于使用Hadoop和Hive进行数据处理时。解决这个问题的关键是检查依赖库的引入、类路径的配置和类名的拼写,确保所有配置正确无误。
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