解决Hadoop DataNode ‘Incompatible clusterIDs‘报错

问题

启动hadoop时报错Failed to add storage directory

2023-11-26 12:02:06,840 WARN common.Storage: Failed to add storage directory [DISK]file:xxx
java.io.IOException: Incompatible clusterIDs in xxx/dfs/data: namenode clusterID = CID-xxxxxx; datanode clusterID = CID-xxxxxxx
         at org.apache.hadoop.hdfs.server.datanode.DataStorage.doTransition(DataStorage.java:722)
         at org.apache.hadoop.hdfs.server.datanode.DataStorage.loadStorageDirectory(DataStorage.java:286)
         at org.apache.hadoop.hdfs.server.datanode.DataStorage.loadDataStorage(DataStorage.java:399)
         at org.apache.hadoop.hdfs.server.datanode.DataStorage.addStorageLocations(DataStorage.java:379)
         at org.apache.hadoop.hdfs.server.datanode.DataStorage.recoverTransitionRead(DataStorage.java:544)
         at org.apache.hadoop.hdfs.server.datanode.DataNode.initStorage(DataNode.java:1690)
         at org.apache.hadoop.hdfs.server.datanode.DataNode.initBlockPool(DataNode.java:1650)
         at org.apache.hadoop.hdfs.server.datanode.BPOfferService.verifyAndSetNamespaceInfo(BPOfferService.java:376)
         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)
2023-11-26 12:02:06,851 ERROR datanode.DataNode: Initialization failed for Block pool  (Datanode Uuid xxxxxxx-xxxxx-x-xxxxxxx) service to /0.0.0.0:19000. Exiting.
java.io.IOException: All specified directories have failed to load.

原因

hadoop NameNode和DataNode中VERSION文件的clusterID不同
导致这个问题的原因是，我第二次用下述命令格式化NameNode之前，没有删除DataNode目录下的文件

hadoop namenode -format

解法

在格式化NameNode之前，需要删除指定的目录下的所有文件
所以这里只要删除文件后重新运行上述命令格式化即可。

参考资料1