Eclipse4.2向hadoop2.2提交MR作业异常

女爷i 2022-04-12 06:22 171阅读 0赞

\[b\]\[color=green\]\[size=large\]之前散仙也用过eclipse直接向hadoop提交MR作业，也提交成功过，这次换了集群环境，提交作业时发现几个异常，特此整理一下，以防后面再出现类似问题。  
  
主要的问题的有2个:  
第一个问题，在win7上的eclipse向hadoop提交作业时，没有权限，异常信息如下：  
  
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Caused by: org.apache.hadoop.ipc.RemoteException(org.apache.hadoop.security.AccessControlException): Permission denied: user=qindongliang, access=EXECUTE, inode="/tmp":search:supergroup:drwx------
    	at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.check(FSPermissionChecker.java:234)
    	at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.checkTraverse(FSPermissionChecker.java:187)
    	at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.checkPermission(FSPermissionChecker.java:150)
    	at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.checkPermission(FSNamesystem.java:5185)
    	at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.checkPermission(FSNamesystem.java:5167)
    	at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.checkOwner(FSNamesystem.java:5123)
    	at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.setPermissionInt(FSNamesystem.java:1338)
    	at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.setPermission(FSNamesystem.java:1317)
    	at org.apache.hadoop.hdfs.server.namenode.NameNodeRpcServer.setPermission(NameNodeRpcServer.java:528)
    	at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolServerSideTranslatorPB.setPermission(ClientNamenodeProtocolServerSideTranslatorPB.java:348)
    	at org.apache.hadoop.hdfs.protocol.proto.ClientNamenodeProtocolProtos$ClientNamenodeProtocol$2.callBlockingMethod(ClientNamenodeProtocolProtos.java:59576)
    	at org.apache.hadoop.ipc.ProtobufRpcEngine$Server$ProtoBufRpcInvoker.call(ProtobufRpcEngine.java:585)
    	at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:928)
    	at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2048)
    	at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2044)
    	at java.security.AccessController.doPrivileged(Native Method)
    	at javax.security.auth.Subject.doAs(Subject.java:415)
    	at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1491)
    	at org.apache.hadoop.ipc.Server$Handler.run(Server.java:2042)
    
    	at org.apache.hadoop.ipc.Client.call(Client.java:1347)
    	at org.apache.hadoop.ipc.Client.call(Client.java:1300)
    	at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:206)
    	at $Proxy9.setPermission(Unknown Source)
    	at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    	at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
    	at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
    	at java.lang.reflect.Method.invoke(Method.java:601)
    	at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod(RetryInvocationHandler.java:186)
    	at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:102)
    	at $Proxy9.setPermission(Unknown Source)
    	at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB.setPermission(ClientNamenodeProtocolTranslatorPB.java:277)
    	at org.apache.hadoop.hdfs.DFSClient.setPermission(DFSClient.java:2045)
    	... 16 more

\[b\]\[color=olive\]\[size=large\]第二个问题是提交上的MR作业，久久不能开始执行，但是如果随机提交到master上执行，那么可以正常执行，如果提交到slave机器上，那么就会一直处于阻塞状态，日志信息如下：\[/size\]\[/color\]\[/b\]

2014-10-31 17:48:08,453 INFO [AsyncDispatcher event handler] org.apache.hadoop.mapreduce.v2.app.speculate.DefaultSpeculator: JOB_CREATE job_1414748532081_0002
    2014-10-31 17:48:08,457 INFO [Socket Reader #1 for port 37494] org.apache.hadoop.ipc.Server: Starting Socket Reader #1 for port 37494
    2014-10-31 17:48:08,465 INFO [IPC Server Responder] org.apache.hadoop.ipc.Server: IPC Server Responder: starting
    2014-10-31 17:48:08,468 INFO [IPC Server listener on 37494] org.apache.hadoop.ipc.Server: IPC Server listener on 37494: starting
    2014-10-31 17:48:08,504 INFO [main] org.apache.hadoop.mapreduce.v2.app.rm.RMContainerRequestor: nodeBlacklistingEnabled:true
    2014-10-31 17:48:08,504 INFO [main] org.apache.hadoop.mapreduce.v2.app.rm.RMContainerRequestor: maxTaskFailuresPerNode is 3
    2014-10-31 17:48:08,504 INFO [main] org.apache.hadoop.mapreduce.v2.app.rm.RMContainerRequestor: blacklistDisablePercent is 33
    2014-10-31 17:48:08,560 INFO [main] org.apache.hadoop.yarn.client.RMProxy: Connecting to ResourceManager at /0.0.0.0:8030
    2014-10-31 17:48:14,580 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:15,583 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 1 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:16,587 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 2 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:17,590 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 3 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:18,592 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 4 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:19,595 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 5 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:20,597 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 6 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:21,602 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 7 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:22,606 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 8 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:23,608 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 9 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:54,621 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:55,624 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 1 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:56,626 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 2 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:57,628 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 3 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:58,631 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 4 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:48:59,633 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 5 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:00,635 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 6 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:01,638 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 7 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:02,641 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 8 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:03,643 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 9 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:34,653 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:35,655 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 1 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:36,657 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 2 time(s); retry policy is Re

\[b\]\[color=olive\]\[size=large\]下面开始详细解说这两个问题的原因：  
第一个问题由于没有权限的问题，异常信息提示很明确，举个例子，如果你在linux上使用的hadoop账户装的hadoop（关于hadoop的用户名可以在core-site.xml里面配置）  
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<property>  
        <name>hadoop.http.staticuser.user</name>  
        <value>hadoop</value>  
    </property>

\[b\]\[color=olive\]\[size=large\]ok，是个hadoop账户，如果你在win7上提交，默认使用的用户名是你机器的名字，就如本例一样，散仙的机器名叫qindongliang，所以在提交任务时，hadoop权限认证就发现，有别的用户向这里提交作业，然后再MR还没跑起来时，就直接拒绝验证通过了，所以就出现了文章开始前的那个错误，好了，知道原因了，我们就该思考一下如何解决这个问题：  
  
方法主要有6种：  
（1），更改linux上hadoop集群的名字为qindongliang  
（2），更改hadoop的hdfs所在的目录的权限为hadoop fs -chmod 777 /user/hadoop  
（3），关闭HDFS的权限认证机制,将dfs.permissions修改为False(经测试，无效)  
（4），更改Windows7的系统用户名为hadoop  
（5），在Win7上的环境变量中加入HADOOP\_USER\_NAME并配置在linux上对应的用户名即可  
（6），在提交程序里通过代码临时设置指定HADOOP\_USER\_NAME的名字和linux上的一致  
  
  
分析上面的方法，发现，前两种是操作linux改变，相当于操作服务端，后面3种，是操作的客户端windows7，抱着能不改变服务端的原则，就不改变，推荐在客户端更改，散仙用的是最后一种方法在程序指定用户名，如果大家觉得麻烦，可以直接在环境变量里，更改，不过更改后需要重启eclipse，当然你就可以永久使用这个名字，作为hadoop的提交名了。  
  
  
散仙在程序指定hadoop的用户名比较灵活，代码如下：  
  
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System.setProperty("HADOOP_USER_NAME", "hadoop");

\[b\]\[color=olive\]\[size=large\]上面的这段代码加在main方法的第一行即可\[/size\]\[/color\]\[/b\]  
  
\[b\]\[color=olive\]\[size=large\]下面看下第二个问题，具体的描述如下：  
当 MR ApplicationMaster在master机器上启动时，MR程序跑得很好。  
当 MR ApplicationMaster在slave机器上启动时,MR程序僵住。  
不会显示任何的MapReduce执行进度，而且查看各个log信息，没有错误的提示，有的只是一直打印，如下的info信息：  
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2014-10-31 17:49:38,661 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 4 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:39,663 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 5 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:40,665 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 6 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:41,668 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 7 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:42,671 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 8 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:49:43,673 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 9 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:14,684 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:15,687 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 1 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:16,689 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 2 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:17,691 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 3 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:18,692 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 4 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:19,695 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 5 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:20,699 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 6 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:21,702 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 7 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:22,705 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 8 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:23,707 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 9 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:54,717 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:55,719 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 1 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:56,721 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 2 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1 SECONDS)
    2014-10-31 17:50:57,723 INFO [main] org.apache.hadoop.ipc.Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8030. Already tried 3 time(s); retry polic

\[b\]\[color=olive\]\[size=large\]上面的这个信息是由于host解析导致的，解决办法如下，在提交的代码里，加上如下代码：\[/size\]\[/color\]\[/b\]

conf.set("yarn.resourcemanager.scheduler.address", "192.168.223.163:8030");

\[b\]\[color=olive\]\[size=large\]如果没有注入调度地址，NodeManager会默认为0.0.0.0:8030。如果MR ApplicationMaster在 master机器上启动，0.0.0.0：8030 对应的调度器地址 恰好在本机；否则，在slave机器上0.0.0.0：8030 是找不到调度器的，因为调度器必须在master机器上。  
  
知道了，这个原因，我们在代码里加上调度器的连接地址，即可！  
  
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