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namenode gc导致的故障及解决办法记录

热度 2已有 16734 次阅读2014-11-5 20:29

故障现象:
Hadoop集群异常,所有的hdfs操作都出现问题。
几十个 job报以下错
FAILED:
 RuntimeException 
org.apache.hadoop.ipc.RemoteException(org.apache.hadoop.ipc.StandbyException):
 Operation category WRITE is not supported in state standby
或者: FAILED:
 RuntimeException 
org.apache.hadoop.ipc.RemoteException(org.apache.hadoop.ipc.StandbyException):
 Operation category READ is not supported in state standby

故障原因分析:

1)看nn的日志,可以发现是写jn导致的,怀疑是网络问题导致,由于是5台jn,如果是网络问题的话,根据major的算法,需要3台写入失败才会导致出现问题,虽然jn和nn有些机器不在同一个交换机下,但是,从监控上来看,网络没有异常,排除网络问题

2)仔细查看nn的日志,和对源码的分析,发现是由于 namenode这个时间点进行了一次时间比较长的 full gc (96s ),导致写 journalnode 超时(默认是20s), namenode进程退出。同时从jn的日志可以看出,后面是没有nn的请求过来的(因为nn已经挂掉了)。

Gc日志:


2014-05-25T05:59:53.578 +0800:
 2478553.316: [Full GC [PSYoungGen: 2784K->0K(4179328K)] [PSOldGen: 
28566944K->9208608K(28573696K)] 28569728K->9208608K(32753024K)
[PSPermGen: 41405K->41405K(524288K)], 95.6706740 secs] [Times: user=95.62 sys=0.00, real= 95.67 secs]
Heap
PSYoungGen      total 4179328K, used 87037K [0x00007f70e5000000, 0x00007f71e5000000, 0x00007f71e5000000)
  eden space 4164800K, 2% used [0x00007f70e5000000,0x00007f70ea4ff590,0x00007f71e3330000)
  from space 14528K, 0% used [0x00007f71e3330000,0x00007f71e3330000,0x00007f71e4160000)
  to   space 14336K, 0% used [0x00007f71e4200000,0x00007f71e4200000,0x00007f71e5000000)
PSOldGen        total 28573696K, used 9208608K [0x00007f6a15000000, 0x00007f70e5000000, 0x00007f70e5000000)
  object space 28573696K, 32% used [0x00007f6a15000000,0x00007f6c470c8078,0x00007f70e5000000)
PSPermGen       total 524288K, used 41466K [0x00007f69f5000000, 0x00007f6a15000000, 0x00007f6a15000000)
  object space 524288K, 7% used [0x00007f69f5000000,0x00007f69f787e8f8,0x00007f6a15000000)

jn日志:

2014-05-25 05:58:45,432 INFO 
org.apache.hadoop.hdfs.server.namenode.FileJournalManager: Finalizing 
edits file 
/home/vipshop/hard_disk/nn_shared_disk/bipcluster/current/edits_inprogress_0000000001665741687
 -> 
/home/vipshop/hard_disk/nn_shared_disk/bipcluster/current/edits_0000000001665741687-0000000001665777062
2014-05-25 06:44:54,299 ERROR org.apache.hadoop.hdfs.qjournal.server.JournalNode: RECEIVED SIGNAL 15: SIGTERM
2014-05-25 06:44:54,302 INFO org.apache.hadoop.hdfs.qjournal.server.JournalNode: SHUTDOWN_MSG:

nn错误日志:
2014-05-25 06:01:29,258 WARN 
org.apache.hadoop.hdfs.qjournal.client.QuorumJournalManager: Waited 
96275 ms (timeout=20000 ms) for a response for sendEdits. No responses 
yet.
2014-05-25 06:01:29,259 WARN 
org.apache.hadoop.util.JvmPauseMonitor: Detected pause in JVM or host 
machine (eg GC): pause of approximately 96145ms
GC pool 'PS MarkSweep' had collection(s): count=1 time=95670ms
GC pool 'PS Scavenge' had collection(s): count=1 time=592ms
2014-05-25
 06:01:29,259 WARN 
org.apache.hadoop.hdfs.qjournal.client.QuorumJournalManager: Took 
96281ms to send a batch of 2 edits (358 bytes) to remote journal 
xxx:8485
2014-05-25 06:01:29,259 WARN 
org.apache.hadoop.hdfs.qjournal.client.QuorumJournalManager: Took 
96283ms to send a batch of 2 edits (358 bytes) to remote journal 
xxx:8485
2014-05-25 06:01:29,259 INFO org.apache.hadoop.hdfs.server.namenode.FSEditLog:
Number of transactions: 20019
Total time for transactions(ms): 436
Number of transactions batched in Syncs: 9441
Number of syncs: 5160
SyncTimes(ms): 41623 9305
2014-05-25
 06:01:29,259 WARN 
org.apache.hadoop.hdfs.qjournal.client.QuorumJournalManager: Took 
96275ms to send a batch of 13 edits (1638 bytes) to remote journal 
xxx:8485
2014-05-25 06:01:29,259 FATAL 
org.apache.hadoop.hdfs.server.namenode.FSEditLog: Error: flush failed 
for required journal (JournalAndStream(mgr=QJM to [xxx:8485, xxx:8485, 
xxx:8485, xxx:8485, xxx:8485], stream=QuorumOutputStream starting at 
txid 1665777063))
java.io.IOException: Timed out waiting 20000ms for a quorum of nodes to respond.
        at org.apache.hadoop.hdfs.qjournal.client.AsyncLoggerSet.waitForWriteQuorum(AsyncLoggerSet.java:137)
        at org.apache.hadoop.hdfs.qjournal.client.QuorumOutputStream.flushAndSync(QuorumOutputStream.java:107)
        at org.apache.hadoop.hdfs.server.namenode.EditLogOutputStream.flush(EditLogOutputStream.java:113)
        at org.apache.hadoop.hdfs.server.namenode.EditLogOutputStream.flush(EditLogOutputStream.java:107)
        at org.apache.hadoop.hdfs.server.namenode.JournalSet$JournalSetOutputStream$8.apply(JournalSet.java:490)
        at org.apache.hadoop.hdfs.server.namenode.JournalSet.mapJournalsAndReportErrors(JournalSet.java:350)
        at org.apache.hadoop.hdfs.server.namenode.JournalSet.access$100(JournalSet.java:53)
        at org.apache.hadoop.hdfs.server.namenode.JournalSet$JournalSetOutputStream.flush(JournalSet.java:486)
        at org.apache.hadoop.hdfs.server.namenode.FSEditLog.logSync(FSEditLog.java:581)
        at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFileInt(FSNamesystem.java:1879)
        at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFile(FSNamesystem.java:1845)
        at org.apache.hadoop.hdfs.server.namenode.NameNodeRpcServer.create(NameNodeRpcServer.java:439)
        
 at 
org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolServerSideTranslatorPB.create(ClientNamenodeProtocolServerSideTranslatorPB.java:207)
        
 at 
org.apache.hadoop.hdfs.protocol.proto.ClientNamenodeProtocolProtos$ClientNamenodeProtocol$2.callBlockingMethod(ClientNamenodeProtocolProtos.java:44942)
        at org.apache.hadoop.ipc.ProtobufRpcEngine$Server$ProtoBufRpcInvoker.call(ProtobufRpcEngine.java:453)
        at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:1002)
        at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:1752)
        at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:1748)
        at java.security.AccessController.doPrivileged(Native Method)
        at javax.security.auth.Subject.doAs(Subject.java:396)
        at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1438)
        at org.apache.hadoop.ipc.Server$Handler.run(Server.java:1746)
2014-05-25
 06:01:29,259 WARN 
org.apache.hadoop.hdfs.qjournal.client.QuorumJournalManager: Took 
96276ms to send a batch of 13 edits (1638 bytes) to remote journal 
10.201.202.21:8485
2014-05-25 06:01:29,263 INFO 
org.apache.hadoop.hdfs.StateChange: BLOCK* allocateBlock: 
/tmp/hive-hdfs/hive_2014-05-25_05-59-16_296_5866222407565920996/_task_tmp.-ext-10002/_tmp.001379_0.
 BP-180494678-xxx-1366627257763 
blk_-3717787322078480343_437088977{blockUCState=UNDER_CONSTRUCTION, 
primaryNodeIndex=-1, replicas=[ReplicaUnderConstruction[xxx:50010|RBW], 
ReplicaUnderConstruction[xxx:50010|RBW], 
ReplicaUnderConstruction[xxx:50010|RBW]]}
2014-05-25 06:01:29,263 
WARN 
org.apache.hadoop.hdfs.server.blockmanagement.BlockPlacementPolicyDefault:
 Not able to place enough replicas, still in need of 2 to reach 3
For more information, please enable DEBUG log level on org.apache.commons.logging.impl.Log4JLogger
2014-05-25
 06:01:29,263 WARN 
org.apache.hadoop.hdfs.qjournal.client.QuorumJournalManager: Aborting 
QuorumOutputStream starting at txid 1665777063
......
2014-05-25 
06:01:29,268 WARN 
org.apache.hadoop.hdfs.qjournal.client.QuorumJournalManager: Took 
96285ms to send a batch of 13 edits (1638 bytes) to remote journal 
xxx:8485
......
2014-05-25 06:01:29,324 INFO org.apache.hadoop.util.ExitUtil: Exiting with status 1
2014-05-25 06:01:29,364 INFO org.apache.hadoop.hdfs.server.namenode.NameNode: SHUTDOWN_MSG:

在写journalnode超时时,触发了 ExitUtil类的terminate 方法,终止当前的进程:

JournalSet类中:


  for (JournalAndStream jas :  journals) {
      try {
        closure.apply(jas);
      }  catch (Throwable t) {
         if (jas.isRequired()) {
           final String msg = "Error: "  + status +  " failed for required journal ("
            + jas +  ")" ;
           LOG .fatal(msg, t);
           // If we fail on *any* of the required journals, then we must not
           // continue on any of the other journals. Abort them to ensure that
           // retry behavior doesn't allow them to keep going in any way.
          abortAllJournals();
           // the current policy is to shutdown the NN on errors to shared edits
           // dir  . There are many code paths to shared edits failures - syncs ,
           // roll of edits etc. All of them go through this common function
           // where the isRequired() check is made. Applying exit policy here
           // to catch all code paths.
          terminate(1, msg);
        }  else {
           LOG .error("Error: "  + status +  " failed for (journal " + jas + ")"  , t);
          badJAS.add(jas);         
        }
      }

    }

ExitUtil类的terminate方法,调用了System.exit方法:


 /**
   * Terminate the current process. Note that terminate is the *only* method
   * that should be used to terminate the daemon processes.
   * @param status exit code
   * @param msg message used to create the ExitException
   * @throws ExitException if System.exit is disabled for test purposes
   */
  public static void terminate(int status, String msg) throws ExitException {
    LOG.info( "Exiting with status " + status);
    if (systemExitDisabled) {
      ExitException ee = new ExitException(status, msg);
      LOG.fatal( "Terminate called", ee);
      if (null == firstExitException) {
        firstExitException = ee;
      }
      throw ee;
    }
    System.exit(status);

  }


处理方法:

重启集群,在 6:50左右恢复正常

后续解决方法:

1)调节journalnode 的写入超时时间

dfs.qjournal.write-txns.timeout.ms

2)调整namenode 的java参数,提前触发 full gc,这样full gc 的时间就会小一些。

3)默认namenode的fullgc方式是parallel gc,是stw模式的,更改为cms的格式。调整namenode的启动参数:

-XX:+UseCompressedOops 
-XX:+UseParNewGC -XX:+UseConcMarkSweepGC -XX:+CMSClassUnloadingEnabled 
-XX:+UseCMSCompactAtFullCollection -XX:CMSFullGCsBeforeCompaction=0 
-XX:+CMSParallelRemarkEnabled -XX:+DisableExplicitGC 
-XX:+UseCMSInitiatingOccupancyOnly -XX:CMSInitiatingOccupancyFraction=75
 -XX:SoftRefLRUPolicyMSPerMB=0

另外一个比较坑的是flume不会自动恢复,需要重启。。
否则会一直报java.lang.InterruptedException: sleep interrupted 错误。
出处http://caiguangguang.blog.51cto.com/1652935/1418895

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