2015-11-08 76 views
8

在具有兩個inets的機器上設置spark集羣,一個公共另一個私有。羣集中的/ etc/hosts文件具有羣集中所有其他機器的內部IP,就像這樣。使火花使用/ etc/hosts文件在YARN集羣模式下進行綁定

internal_ip FQDN

然而,當我在YARN客戶端模式(pyspark --master yarn --deploy-mode client),阿卡結合經由pyspark請求SparkContext到公共IP,因此就發生超時。

15/11/07 23:29:23 INFO Remoting: Starting remoting 
15/11/07 23:29:23 INFO Remoting: Remoting started; listening on addresses :[akka.tcp://[email protected]_ip:44015] 
15/11/07 23:29:23 INFO util.Utils: Successfully started service 'sparkYarnAM' on port 44015. 
15/11/07 23:29:23 INFO yarn.ApplicationMaster: Waiting for Spark driver to be reachable. 
15/11/07 23:31:30 ERROR yarn.ApplicationMaster: Failed to connect to driver at yarn_driver_public_ip:48875, retrying ... 
15/11/07 23:31:30 ERROR yarn.ApplicationMaster: Uncaught exception: 
org.apache.spark.SparkException: Failed to connect to driver! 
    at org.apache.spark.deploy.yarn.ApplicationMaster.waitForSparkDriver(ApplicationMaster.scala:427) 
    at org.apache.spark.deploy.yarn.ApplicationMaster.runExecutorLauncher(ApplicationMaster.scala:293) 
    at org.apache.spark.deploy.yarn.ApplicationMaster.run(ApplicationMaster.scala:149) 
    at org.apache.spark.deploy.yarn.ApplicationMaster$$anonfun$main$1.apply$mcV$sp(ApplicationMaster.scala:574) 
    at org.apache.spark.deploy.SparkHadoopUtil$$anon$1.run(SparkHadoopUtil.scala:66) 
    at org.apache.spark.deploy.SparkHadoopUtil$$anon$1.run(SparkHadoopUtil.scala:65) 
    at java.security.AccessController.doPrivileged(Native Method) 
    at javax.security.auth.Subject.doAs(Subject.java:422) 
    at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1657) 
    at org.apache.spark.deploy.SparkHadoopUtil.runAsSparkUser(SparkHadoopUtil.scala:65) 
    at org.apache.spark.deploy.yarn.ApplicationMaster$.main(ApplicationMaster.scala:572) 
    at org.apache.spark.deploy.yarn.ExecutorLauncher$.main(ApplicationMaster.scala:599) 
    at org.apache.spark.deploy.yarn.ExecutorLauncher.main(ApplicationMaster.scala) 
15/11/07 23:31:30 INFO yarn.ApplicationMaster: Final app status: FAILED, exitCode: 10, (reason: Uncaught exception: org.apache.spark.SparkException: Failed to connect to driver!) 
15/11/07 23:31:30 INFO yarn.ApplicationMaster: Unregistering ApplicationMaster with FAILED (diag message: Uncaught exception: org.apache.spark.SparkException: Failed to connect to driver!) 
15/11/07 23:31:30 INFO yarn.ApplicationMaster: Deleting staging directory .sparkStaging/application_1446960366742_0002 

由於從日誌中看到,私有IP完全被忽略,我怎樣才能使紗和火花使用私有IP地址的主機指定文件?

羣集使用Ambari(HDP 2.4)

回答

0

這是目前在火花的問題,讓火花綁定到正確的接口的唯一方法是使用自定義的域名服務器。

Spark本質上是做一個主機名查找並使用它發現的與Akka綁定的IP地址。解決方法是創建一個自定義綁定區域並運行一個名稱服務器。

https://issues.apache.org/jira/browse/SPARK-5113

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