2013-08-29 29 views
1

我在伪分布式模式下运行Hadoop 1.2.1,同时在同一虚拟机上同时使用namenode和datanode。该datanode有4卷。我正在做一些关于在Hadoop(4k,8k,...)中使用非常小的块大小的测试。复制因子被设置为1Hadoop datanode/namenode实际可以处理多少块/对象?

当8K设置块大小,我能到64MB的文件复制到HDFS使用:

bin/hadoop fs -put my64mbfile . 

虽然在运行,我得到以下异常几次命令:

13/08/29 10:50:47 WARN hdfs.DFSClient: NotReplicatedYetException sleeping 
/user/myuser/my64mbfile retries left 4 
13/08/29 10:50:48 INFO hdfs.DFSClient: org.apache.hadoop.ipc.RemoteException: 
org.apache.hadoop.hdfs.server.namenode.NotReplicatedYetException: 
Not replicated yet:/user/myuser/my64mbfile 
at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.getAdditionalBlock 
(FSNamesystem.java:1905) 
at org.apache.hadoop.hdfs.server.namenode.NameNode.addBlock 
(NameNode.java:783) 
at sun.reflect.GeneratedMethodAccessor4.invoke(Unknown Source) 
at sun.reflect.DelegatingMethodAccessorImpl.invoke 
(DelegatingMethodAccessorImpl.java:43) 
at java.lang.reflect.Method.invoke(Method.java:606) 
at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:587) 
at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:1432) 
at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:1428) 
at java.security.AccessController.doPrivileged(Native Method) 
at javax.security.auth.Subject.doAs(Subject.java:415) 
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation. 
java:1190) 
at org.apache.hadoop.ipc.Server$Handler.run(Server.java:1426) 

at org.apache.hadoop.ipc.Client.call(Client.java:1113) 
at org.apache.hadoop.ipc.RPC$Invoker.invoke(RPC.java:229) 
at com.sun.proxy.$Proxy1.addBlock(Unknown Source) 
at sun.reflect.GeneratedMethodAccessor2.invoke(Unknown Source) 
at sun.reflect.DelegatingMethodAccessorImpl.invoke 
(DelegatingMethodAccessorImpl.java:43) 
at java.lang.reflect.Method.invoke(Method.java:606) 
at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod 
(RetryInvocationHandler. 
java:85) 
at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke 
(RetryInvocationHandler.java:62) 
at com.sun.proxy.$Proxy1.addBlock(Unknown Source) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream.locateFollowingBlock 
(DFSClient.java:3720) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream.nextBlockOutputStream 
(DFSClient.java:3580) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream.access$2600 
(DFSClient.java:2783) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream$DataStreamer.run 
(DFSClient.java:3023) 

之后,我重新格式化并重新启动hadoop。

当我调用相同的命令,但有一个4K的块大小,我仍然得到警告以上,最终我得到这个错误(该文件的只有大约一半后,复制到HDFS):

13/08/29 11:32:38 WARN hdfs.DFSClient: Error Recovery for 
blk_1692157315263473676_1009 bad datanode[0] nodes == null 
13/08/29 11:32:38 WARN hdfs.DFSClient: Could not get block locations. Source 
file "/user/myuser/my64mbfile" - Aborting... 
put: java.io.IOException: java.lang.OutOfMemoryError: Requested array size 
exceeds VM limit 
13/08/29 11:32:38 ERROR hdfs.DFSClient: Failed to close file 
/user/myuser/my64mbfile 
org.apache.hadoop.ipc.RemoteException: java.io.IOException: 
java.lang.OutOfMemoryError: Requested array size exceeds VM limit 
at java.util.Arrays.copyOf(Arrays.java:2271) 
at java.io.ByteArrayOutputStream.grow(ByteArrayOutputStream.java:113) 
at java.io.ByteArrayOutputStream.ensureCapacity(ByteArrayOutputStream.java:93) 
at java.io.ByteArrayOutputStream.write(ByteArrayOutputStream.java:140) 
at java.io.DataOutputStream.writeLong(DataOutputStream.java:224) 
at org.apache.hadoop.hdfs.protocol.Block.write(Block.java:134) 
at org.apache.hadoop.io.ArrayWritable.write(ArrayWritable.java:98) 
at org.apache.hadoop.hdfs.server.namenode.FSEditLog$EditLogFileOutputStream. 
write(FSEditLog.java:184) 
at org.apache.hadoop.hdfs.server.namenode.FSEditLog.logEdit(FSEditLog.java: 
1138) 
at org.apache.hadoop.hdfs.server.namenode.FSEditLog.logOpenFile(FSEditLog. 
java:1299) 
at org.apache.hadoop.hdfs.server.namenode.FSDirectory.persistBlocks 
(FSDirectory.java:305) 
at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.getAdditionalBlock 
(FSNamesystem.java:1947) 
at org.apache.hadoop.hdfs.server.namenode.NameNode.addBlock(NameNode.java:783) 
at sun.reflect.GeneratedMethodAccessor4.invoke(Unknown Source) 
at sun.reflect.DelegatingMethodAccessorImpl.invoke 
(DelegatingMethodAccessorImpl.java:43) 
at java.lang.reflect.Method.invoke(Method.java:606) 
at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:587) 
at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:1432) 
at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:1428) 
at java.security.AccessController.doPrivileged(Native Method) 
at javax.security.auth.Subject.doAs(Subject.java:415) 
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation. 
java:1190) 
at org.apache.hadoop.ipc.Server$Handler.run(Server.java:1426) 

at org.apache.hadoop.ipc.Client.call(Client.java:1113) 
at org.apache.hadoop.ipc.RPC$Invoker.invoke(RPC.java:229) 
at com.sun.proxy.$Proxy1.addBlock(Unknown Source) 
at sun.reflect.GeneratedMethodAccessor2.invoke(Unknown Source) 
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessor 
Impl.java:43) 
at java.lang.reflect.Method.invoke(Method.java:606) 
at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod 
(RetryInvocationHandler.java:85) 
at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke 
(RetryInvocationHandler.java:62) 
at com.sun.proxy.$Proxy1.addBlock(Unknown Source) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream.locateFollowingBlock 
(DFSClient.java:3720) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream.nextBlockOutputStream 
(DFSClient.java:3580) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream.access$2600 
(DFSClient.java:2783) 
at org.apache.hadoop.hdfs.DFSClient$DFSOutputStream$DataStreamer.run 
(DFSClient.java:3023) 

datanode可以处理的块的数量是否有限制?或者是否有关于对象数量(除dfs.namenode.fs-limits.max-blocks-per-file之外的其他限制)?

对于4k的情况,块的总数量应该是16384块,这意味着〜4100块每卷,这意味着〜每卷8200个文件(包括元数据文件)。

回答