Kafka：ZK+Kafka+Spark Streaming集群环境搭建（五）针对hadoop2.9.0启动之后发现slave上正常启动了DataNode,DataManager，但是过了几秒后发现DataNode被关闭

启动之后发现slave上正常启动了DataNode,DataManager，但是过了几秒后发现DataNode被关闭

以slave1上错误日期为例查看错误信息：

more /opt/hadoop-2.9.0/logs/hadoop-spark-datanode-slave1.log

找到错误信息：

2018-06-30 22:29:50,944 WARN org.apache.hadoop.hdfs.server.common.Storage: Failed to add storage directory [DISK]file:/opt/hadoop-2.9.0/dfs/data/
java.io.IOException: Incompatible clusterIDs in /opt/hadoop-2.9.0/dfs/data: namenode clusterID = CID-f1195fc7-ca7c-4a2a-b32f-211131a5d699; datanode clusterID = CID-292293a6-9c34-4de7-aecd-d72657a26dd5
        at org.apache.hadoop.hdfs.server.datanode.DataStorage.doTransition(DataStorage.java:760)
        at org.apache.hadoop.hdfs.server.datanode.DataStorage.loadStorageDirectory(DataStorage.java:293)
        at org.apache.hadoop.hdfs.server.datanode.DataStorage.loadDataStorage(DataStorage.java:409)
        at org.apache.hadoop.hdfs.server.datanode.DataStorage.addStorageLocations(DataStorage.java:388)
        at org.apache.hadoop.hdfs.server.datanode.DataStorage.recoverTransitionRead(DataStorage.java:556)
        at org.apache.hadoop.hdfs.server.datanode.DataNode.initStorage(DataNode.java:1649)
        at org.apache.hadoop.hdfs.server.datanode.DataNode.initBlockPool(DataNode.java:1610)
        at org.apache.hadoop.hdfs.server.datanode.BPOfferService.verifyAndSetNamespaceInfo(BPOfferService.java:374)
        at org.apache.hadoop.hdfs.server.datanode.BPServiceActor.connectToNNAndHandshake(BPServiceActor.java:280)
        at org.apache.hadoop.hdfs.server.datanode.BPServiceActor.run(BPServiceActor.java:816)
        at java.lang.Thread.run(Thread.java:748)
2018-06-30 22:29:50,948 ERROR org.apache.hadoop.hdfs.server.datanode.DataNode: Initialization failed for Block pool <registering> (Datanode Uuid f4badff3-7a0b-4db0-bd77-83b370f67eed) service to master/192
.168.0.120:9000. Exiting. 
java.io.IOException: All specified directories have failed to load.
        at org.apache.hadoop.hdfs.server.datanode.DataStorage.recoverTransitionRead(DataStorage.java:557)
        at org.apache.hadoop.hdfs.server.datanode.DataNode.initStorage(DataNode.java:1649)
        at org.apache.hadoop.hdfs.server.datanode.DataNode.initBlockPool(DataNode.java:1610)
        at org.apache.hadoop.hdfs.server.datanode.BPOfferService.verifyAndSetNamespaceInfo(BPOfferService.java:374)
        at org.apache.hadoop.hdfs.server.datanode.BPServiceActor.connectToNNAndHandshake(BPServiceActor.java:280)
        at org.apache.hadoop.hdfs.server.datanode.BPServiceActor.run(BPServiceActor.java:816)
        at java.lang.Thread.run(Thread.java:748)
2018-06-30 22:29:50,948 WARN org.apache.hadoop.hdfs.server.datanode.DataNode: Ending block pool service for: Block pool <registering> (Datanode Uuid f4badff3-7a0b-4db0-bd77-83b370f67eed) service to master
/192.168.0.120:9000
2018-06-30 22:29:51,060 INFO org.apache.hadoop.hdfs.server.datanode.DataNode: Removed Block pool <registering> (Datanode Uuid f4badff3-7a0b-4db0-bd77-83b370f67eed)
2018-06-30 22:29:53,060 WARN org.apache.hadoop.hdfs.server.datanode.DataNode: Exiting Datanode
2018-06-30 22:29:53,064 INFO org.apache.hadoop.hdfs.server.datanode.DataNode: SHUTDOWN_MSG: 
/************************************************************
SHUTDOWN_MSG: Shutting down DataNode at slave1/192.168.0.121
************************************************************/

解决方案

错误问题原因：多次格式化导致的。

1）在master执行sbin/stop-all.sh，关闭hadoop:

cd /opt/hadoop-2.9.0
sbin/stop-all.sh

2）依次在master,slave1,slave2,slave3上执行以下命令：

cd /opt/hadoop-2.9.0
rm -r dfs
rm -r logs
rm -r tmp

3）在master上重新格式化hadoop，重新启动hadoop

cd /opt/hadoop-2.9.0     #进入hadoop目录
bin/hadoop namenode -format     #格式化namenode
sbin/start-all.sh               #启动dfs
[spark@master hadoop-2.9.0]$ cd /opt/hadoop-2.9.0     #进入hadoop目录
[spark@master hadoop-2.9.0]$ bin/hadoop namenode -format     #格式化namenode
sbin/start-all.sh               #启动dfs
DEPRECATED: Use of this script to execute hdfs command is deprecated.
Instead use the hdfs command for it.

18/06/30 22:45:20 INFO namenode.NameNode: STARTUP_MSG: 
/************************************************************
STARTUP_MSG: Starting NameNode
STARTUP_MSG:   host = master/192.168.0.120
STARTUP_MSG:   args = [-format]
STARTUP_MSG:   version = 2.9.0
STARTUP_MSG:   classpath = /opt/hadoop-2.9.0/etc/hadoop:/opt/hadoop-2.9.0/share/hadoop/common/lib/nimbus-jose-jwt-3.9.jar:/opt/hadoop-2.9.0/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/opt/hadoop-...
STARTUP_MSG:   build = https://git-wip-us.apache.org/repos/asf/hadoop.git -r 756ebc8394e473ac25feac05fa493f6d612e6c50; compiled by 'arsuresh' on 2017-11-13T23:15Z
STARTUP_MSG:   java = 1.8.0_171
************************************************************/
18/06/30 22:45:20 INFO namenode.NameNode: registered UNIX signal handlers for [TERM, HUP, INT]
18/06/30 22:45:20 INFO namenode.NameNode: createNameNode [-format]
Formatting using clusterid: CID-d4e2f108-de3c-4910-9eeb-abbbb1024fe8
18/06/30 22:45:20 INFO namenode.FSEditLog: Edit logging is async:true
18/06/30 22:45:20 INFO namenode.FSNamesystem: KeyProvider: null
18/06/30 22:45:20 INFO namenode.FSNamesystem: fsLock is fair: true
18/06/30 22:45:20 INFO namenode.FSNamesystem: Detailed lock hold time metrics enabled: false
18/06/30 22:45:20 INFO namenode.FSNamesystem: fsOwner             = spark (auth:SIMPLE)
18/06/30 22:45:20 INFO namenode.FSNamesystem: supergroup          = supergroup
18/06/30 22:45:20 INFO namenode.FSNamesystem: isPermissionEnabled = true
18/06/30 22:45:20 INFO namenode.FSNamesystem: HA Enabled: false
18/06/30 22:45:20 INFO common.Util: dfs.datanode.fileio.profiling.sampling.percentage set to 0. Disabling file IO profiling
18/06/30 22:45:20 INFO blockmanagement.DatanodeManager: dfs.block.invalidate.limit: configured=1000, counted=60, effected=1000
18/06/30 22:45:20 INFO blockmanagement.DatanodeManager: dfs.namenode.datanode.registration.ip-hostname-check=true
18/06/30 22:45:20 INFO blockmanagement.BlockManager: dfs.namenode.startup.delay.block.deletion.sec is set to 000:00:00:00.000
18/06/30 22:45:20 INFO blockmanagement.BlockManager: The block deletion will start around 2018 Jun 30 22:45:20
18/06/30 22:45:20 INFO util.GSet: Computing capacity for map BlocksMap
18/06/30 22:45:20 INFO util.GSet: VM type       = 64-bit
18/06/30 22:45:20 INFO util.GSet: 2.0% max memory 889 MB = 17.8 MB
18/06/30 22:45:20 INFO util.GSet: capacity      = 2^21 = 2097152 entries
18/06/30 22:45:20 INFO blockmanagement.BlockManager: dfs.block.access.token.enable=false
18/06/30 22:45:20 WARN conf.Configuration: No unit for dfs.namenode.safemode.extension(30000) assuming MILLISECONDS
18/06/30 22:45:20 INFO blockmanagement.BlockManagerSafeMode: dfs.namenode.safemode.threshold-pct = 0.9990000128746033
18/06/30 22:45:20 INFO blockmanagement.BlockManagerSafeMode: dfs.namenode.safemode.min.datanodes = 0
18/06/30 22:45:20 INFO blockmanagement.BlockManagerSafeMode: dfs.namenode.safemode.extension = 30000
18/06/30 22:45:20 INFO blockmanagement.BlockManager: defaultReplication         = 3
18/06/30 22:45:20 INFO blockmanagement.BlockManager: maxReplication             = 512
18/06/30 22:45:20 INFO blockmanagement.BlockManager: minReplication             = 1
18/06/30 22:45:20 INFO blockmanagement.BlockManager: maxReplicationStreams      = 2
18/06/30 22:45:20 INFO blockmanagement.BlockManager: replicationRecheckInterval = 3000
18/06/30 22:45:20 INFO blockmanagement.BlockManager: encryptDataTransfer        = false
18/06/30 22:45:20 INFO blockmanagement.BlockManager: maxNumBlocksToLog          = 1000
18/06/30 22:45:20 INFO namenode.FSNamesystem: Append Enabled: true
18/06/30 22:45:20 INFO util.GSet: Computing capacity for map INodeMap
18/06/30 22:45:20 INFO util.GSet: VM type       = 64-bit
18/06/30 22:45:20 INFO util.GSet: 1.0% max memory 889 MB = 8.9 MB
18/06/30 22:45:20 INFO util.GSet: capacity      = 2^20 = 1048576 entries
18/06/30 22:45:20 INFO namenode.FSDirectory: ACLs enabled? false
18/06/30 22:45:20 INFO namenode.FSDirectory: XAttrs enabled? true
18/06/30 22:45:20 INFO namenode.NameNode: Caching file names occurring more than 10 times
18/06/30 22:45:20 INFO snapshot.SnapshotManager: Loaded config captureOpenFiles: falseskipCaptureAccessTimeOnlyChange: false
18/06/30 22:45:20 INFO util.GSet: Computing capacity for map cachedBlocks
18/06/30 22:45:20 INFO util.GSet: VM type       = 64-bit
18/06/30 22:45:20 INFO util.GSet: 0.25% max memory 889 MB = 2.2 MB
18/06/30 22:45:20 INFO util.GSet: capacity      = 2^18 = 262144 entries
18/06/30 22:45:20 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.window.num.buckets = 10
18/06/30 22:45:20 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.num.users = 10
18/06/30 22:45:20 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.windows.minutes = 1,5,25
18/06/30 22:45:20 INFO namenode.FSNamesystem: Retry cache on namenode is enabled
18/06/30 22:45:20 INFO namenode.FSNamesystem: Retry cache will use 0.03 of total heap and retry cache entry expiry time is 600000 millis
18/06/30 22:45:20 INFO util.GSet: Computing capacity for map NameNodeRetryCache
18/06/30 22:45:20 INFO util.GSet: VM type       = 64-bit
18/06/30 22:45:20 INFO util.GSet: 0.029999999329447746% max memory 889 MB = 273.1 KB
18/06/30 22:45:20 INFO util.GSet: capacity      = 2^15 = 32768 entries
18/06/30 22:45:21 INFO namenode.FSImage: Allocated new BlockPoolId: BP-1880726246-192.168.0.120-1530369921005
18/06/30 22:45:21 INFO common.Storage: Storage directory /opt/hadoop-2.9.0/dfs/name has been successfully formatted.
18/06/30 22:45:21 INFO namenode.FSImageFormatProtobuf: Saving image file /opt/hadoop-2.9.0/dfs/name/current/fsimage.ckpt_0000000000000000000 using no compression
18/06/30 22:45:21 INFO namenode.FSImageFormatProtobuf: Image file /opt/hadoop-2.9.0/dfs/name/current/fsimage.ckpt_0000000000000000000 of size 322 bytes saved in 0 seconds.
18/06/30 22:45:21 INFO namenode.NNStorageRetentionManager: Going to retain 1 images with txid >= 0
18/06/30 22:45:21 INFO namenode.NameNode: SHUTDOWN_MSG: 
/************************************************************
SHUTDOWN_MSG: Shutting down NameNode at master/192.168.0.120
************************************************************/
[spark@master hadoop-2.9.0]$ sbin/start-all.sh               #启动dfs
This script is Deprecated. Instead use start-dfs.sh and start-yarn.sh
Starting namenodes on [master]
master: starting namenode, logging to /opt/hadoop-2.9.0/logs/hadoop-spark-namenode-master.out
slave1: starting datanode, logging to /opt/hadoop-2.9.0/logs/hadoop-spark-datanode-slave1.out
slave3: starting datanode, logging to /opt/hadoop-2.9.0/logs/hadoop-spark-datanode-slave3.out
slave2: starting datanode, logging to /opt/hadoop-2.9.0/logs/hadoop-spark-datanode-slave2.out
Starting secondary namenodes [master]
master: starting secondarynamenode, logging to /opt/hadoop-2.9.0/logs/hadoop-spark-secondarynamenode-master.out
starting yarn daemons
starting resourcemanager, logging to /opt/hadoop-2.9.0/logs/yarn-spark-resourcemanager-master.out
slave2: starting nodemanager, logging to /opt/hadoop-2.9.0/logs/yarn-spark-nodemanager-slave2.out
slave3: starting nodemanager, logging to /opt/hadoop-2.9.0/logs/yarn-spark-nodemanager-slave3.out
slave1: starting nodemanager, logging to /opt/hadoop-2.9.0/logs/yarn-spark-nodemanager-slave1.out

4）过30s后，查看master,slave1,slave2,slave3是否启动成功

查看master是否启动成功：

[spark@master hadoop-2.9.0]$ jps
3808 Jps
3540 ResourceManager
3191 NameNode
3387 SecondaryNameNode
[spark@master hadoop-2.9.0]$ 

在slave1,slave2,slave3分别jps查看是否都启动了DataNode,DataManager进程：
以slave1为例：

[spark@slave1 hadoop-2.9.0]$ jps
2160 Jps
2018 NodeManager
1909 DataNode
[spark@slave1 hadoop-2.9.0]$

 

参考《https://blog.csdn.net/magggggic/article/details/52503502》