我试图从外部客户端(在VPC外部)写入EMR上的HDFS。抛出以下错误:
Caused by: org.apache.hadoop.ipc.RemoteException(java.io.IOException): File /user/sdc/temperature-humidity/2018-03-22-04/_tmp_sdc-5bb89fd7-1b80-11e8-95f0-251c07cb2860_0 could only be replicated to 0 nodes instead of minReplication (=1). There are 2 datanode(s) running and 2 node(s) are excluded in this operation.
at org.apache.hadoop.hdfs.server.blockmanagement.BlockManager.chooseTarget4NewBlock(BlockManager.java:1735)
at org.apache.hadoop.hdfs.server.namenode.FSDirWriteFileOp.chooseTargetForNewBlock(FSDirWriteFileOp.java:265)
at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.getAdditionalBlock(FSNamesystem.java:2561)
at org.apache.hadoop.hdfs.server.namenode.NameNodeRpcServer.addBlock(NameNodeRpcServer.java:829)
at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolServerSideTranslatorPB.addBlock(ClientNamenodeProtocolServerSideTranslatorPB.java:510)
at org.apache.hadoop.hdfs.protocol.proto.ClientNamenodeProtocolProtos$ClientNamenodeProtocol$2.callBlockingMethod(ClientNamenodeProtocolProtos.java)
at org.apache.hadoop.ipc.ProtobufRpcEngine$Server$ProtoBufRpcInvoker.call(ProtobufRpcEngine.java:447)
at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:989)
at org.apache.hadoop.ipc.Server$RpcCall.run(Server.java:847)
at org.apache.hadoop.ipc.Server$RpcCall.run(Server.java:790)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:422)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1836)
at org.apache.hadoop.ipc.Server$Handler.run(Server.java:2486)
at org.apache.hadoop.ipc.Client.getRpcResponse(Client.java:1554)
at org.apache.hadoop.ipc.Client.call(Client.java:1498)
at org.apache.hadoop.ipc.Client.call(Client.java:1398)
at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:233)
at com.sun.proxy.$Proxy102.addBlock(Unknown Source)
at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB.addBlock(ClientNamenodeProtocolTranslatorPB.java:459)
at sun.reflect.GeneratedMethodAccessor212.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod(RetryInvocationHandler.java:291)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:203)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:185)
at com.sun.proxy.$Proxy103.addBlock(Unknown Source)
at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.locateFollowingBlock(DFSOutputStream.java:1574)
at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.nextBlockOutputStream(DFSOutputStream.java:1369)
at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.run(DFSOutputStream.java:558)
作业在hdfs上创建空文件:
$ hdfs dfs -ls -R /user/sdc/temperature-humidity
drwxr-xr-x - sdc sdc 0 2018-03-22 15:06 /user/sdc/temperature-humidity/2018-03-22-15
-rw-r--r-- 3 sdc sdc 0 2018-03-22 15:04 /user/sdc/temperature-humidity/2018-03-22-15/sdc-5bb89fd7-1b80-11e8-95f0-251c07cb2860_343b936c-e72f-4ba0-8dd3-6c2ccf819cd8
我注意到datanode正在使用内部名称和私有IP:
hdfs$ hdfs dfsadmin -report | grep -i name
Name: 172.31.11.201:50010 (ip-172-31-11-201.us-east-2.compute.internal)
Hostname: ip-172-31-11-201.us-east-2.compute.internal
Name: 172.31.3.174:50010 (ip-172-31-3-174.us-east-2.compute.internal)
Hostname: ip-172-31-3-174.us-east-2.compute.internal
我怀疑客户端可以与namenode通信,因为它有一个公共DNS。它在命名空间中创建文件条目,但随后无法将数据写入datanode,因为namenode告诉客户端写入其在VPC外部无法解析的内部名称,例如
问)如何配置我的EMR和/或客户端,以便它可以从VPC的外部写入EMR HDFS?