hbase集群 数据写入_hbase 写入大量数据到datanode失败

1、hbase regionserver 错误日志

2020-04-07 15:53:36,604 WARN [hadoop01:16020-0.append-pool2-t1] wal.FSHLog: Append sequenceId=3897, requesting roll of WAL

java.io.IOException: Failed to replace a bad datanode on the existing pipeline due to no more good datanodes being available totry. (Nodes: current=[110.221.140.165:50010, 110.221.140.163:50010], original=[110.221.140.165:50010, 10.221.140.163:50010]). The current failed datanode replacement policy is DEFAULT, and a client may configure this via 'dfs.client.block.write.replace-datanode-on-failure.policy' inits configuration.

at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.findNewDatanode(DFSOutputStream.java:969)

at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.addDatanode2ExistingPipeline(DFSOutputStream.java:1035)

at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.setupPipelineForAppendOrRecovery(DFSOutputStream.java:1184)

at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.processDatanodeError(DFSOutputStream.java:933)

at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.run(DFSOutputStream.java:487)2020-04-07 15:53:36,620 ERROR [MemStoreFlusher.3] regionserver.MemStoreFlusher: Cache flush failed for region hbase:meta,,1org.apache.hadoop.hbase.regionserver.wal.DamagedWALException: Append sequenceId=3897, requesting roll of WAL

at org.apache.hadoop.hbase.regionserver.wal.FSHLog$RingBufferEventHandler.append(FSHLog.java:1971)

at org.apache.hadoop.hbase.regionserver.wal.FSHLog$RingBufferEventHandler.onEvent(FSHLog.java:1815)

at org.apache.hadoop.hbase.regionserver.wal.FSHLog$RingBufferEventHandler.onEvent(FSHLog.java:1725)

at com.lmax.disruptor.BatchEventProcessor.run(BatchEventProcessor.java:128)

at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)

at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)

at java.lang.Thread.run(Thread.java:748)

2、分析

由于datanode集群只有四台，标准的小集群，所以hbase在写入数据到datanode时，，在pipeline中，大量的datanode失败时，，会把bad datanode踢出，这样一来由于副本数不能满足，导致regionserver挂掉

3、解决

该错误相关的两个参数：

dfs.client.block.write.replace-datanode-on-failure.enable=true

dfs.client.block.write.replace-datanode-on-failure.policy=DEFAULT

这个属性只有在dfs.client.block.write.replace-datanode-on-failure.enable设置true时有效：

ALWAYS：当一个存在的DataNode被删除时，总是添加一个新的DataNode

NEVER：永远不添加新的DataNode

DEFAULT：副本数是r，DataNode的数时n，只要r >= 3时，或者floor(r/2)大于等于n时，r>n时再添加一个新的DataNode，并且这个块是hflushed/appended

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