上载资源文件时在createBlockOutputStream中产生Spark HDFS异常

我试图在集群中运行我的JAR，但是在一段时间后我收到异常。失败前的最后一个INFO是Uploading resource。我已经检查了所有的安全组，成功完成了hsdf ls，但仍然出现错误。上载资源文件时在createBlockOutputStream中产生Spark HDFS异常

./bin/spark-submit --class MyMainClass --master纱线簇/tmp/myjar-1.0.jar myjarparameter

16/01/21 16:13:51 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 
16/01/21 16:13:52 INFO client.RMProxy: Connecting to ResourceManager at yarn.myserver.com/publicip:publicport 
16/01/21 16:13:53 INFO yarn.Client: Requesting a new application from cluster with 10 NodeManagers 
16/01/21 16:13:53 INFO yarn.Client: Verifying our application has not requested more than the maximum memory capability of the cluster (13312 MB per container) 
16/01/21 16:13:53 INFO yarn.Client: Will allocate AM container, with 896 MB memory including 384 MB overhead 
16/01/21 16:13:53 INFO yarn.Client: Setting up container launch context for our AM 
16/01/21 16:13:53 INFO yarn.Client: Preparing resources for our AM container 
16/01/21 16:13:54 INFO yarn.Client: Uploading resource file:/opt/spark-1.2.0-bin-hadoop2.3/lib/spark-assembly-1.2.0-hadoop2.3.0.jar -> hdfs://hdfs.myserver.com/user/henrique/.sparkStaging/application_1452514285349_6427/spark-assembly-1.2.0-hadoop2.3.0.jar 
16/01/21 16:14:55 INFO hdfs.DFSClient: Exception in createBlockOutputStream 
org.apache.hadoop.net.ConnectTimeoutException: 60000 millis timeout while waiting for channel to be ready for connect. ch : java.nio.channels.SocketChannel[connection-pending remote=/PRIVATE_IP:50010] 
    at org.apache.hadoop.net.NetUtils.connect(NetUtils.java:532) 
    at org.apache.hadoop.hdfs.DFSOutputStream.createSocketForPipeline(DFSOutputStream.java:1341) 
    at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.createBlockOutputStream(DFSOutputStream.java:1167) 
    at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.nextBlockOutputStream(DFSOutputStream.java:1122) 
    at org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.run(DFSOutputStream.java:522) 
16/01/21 16:14:55 INFO hdfs.DFSClient: Abandoning BP-26920217-10.140.213.58-1440247331237:blk_1132201932_58466886 
16/01/21 16:14:55 INFO hdfs.DFSClient: Excluding datanode 10.164.16.207:50010 
16/01/21 16:15:55 INFO hdfs.DFSClient: Exception in createBlockOutputStream

./bin/hadoop FS - LS /user/henrique/.sparkStaging/

drwx------- henrique supergroup 0 2016-01-20 18:36 user/henrique/.sparkStaging/application_1452514285349_5868 
drwx------ henrique supergroup 0 2016-01-21 16:13 user/henrique/.sparkStaging/application_1452514285349_6427 
drwx------ henrique supergroup 0 2016-01-21 17:06 user/henrique/.sparkStaging/application_1452514285349_6443

来源

2016-01-21 Henrique Goulart

这个问题是不可能的，由于代码，似乎更多的是Hdoop配置问题。检查Yarn/Spark使用的“用户”已经需要特权才能访问HDFS /文件系统，并启用禁用防火墙或允许所需的IP和主机。您可能还需要查看[this]（http://stackoverflow.com/questions/21718900/exception-in-createblockoutputstream-when-copying-data-into-hdfs） – Sumit

解决了！ Hadoop正试图连接到私有IP。这个问题是通过增加这个配置解决了hsdf-site.xml

<property> 
    <name>dfs.client.use.datanode.hostname</name> 
    <value>true</value> 
</property>

来源

2016-01-25 17:10:19

上载资源文件时在createBlockOutputStream中产生Spark HDFS异常

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