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Please follow below steps to run spark2 action via Oozie on HDP clusters.

https://docs.hortonworks.com/HDPDocuments/HDP2/HDP-2.6.4/bk_spark-component-guide/content/ch_oozie-s...

Your Oozie job may get failed with below error because of jar conflicts between 'oozie' sharelib and 'spark2' sharelib.

Error:

2018-06-04 13:27:32,652 WARN SparkActionExecutor:523 - SERVER[XXXX] USER[XXXX] GROUP[-] TOKEN[] APP[XXXX] JOB[0000000-<XXXXX>-oozie-oozi-W] ACTION[0000000-<XXXXXX>-oozie-oozi-W@spark2] Launcher exception: Attempt to add (hdfs://XXXX/user/oozie/share/lib/lib_XXXXX/oozie/aws-java-sdk-kms-1.10.6.jar) multiple times to the distributed cache. 
java.lang.IllegalArgumentException: Attempt to add (hdfs://XXXXX/user/oozie/share/lib/lib_20170727191559/oozie/aws-java-sdk-kms-1.10.6.jar) multiple times to the distributed cache. 
at org.apache.spark.deploy.yarn.Client$anonfun$prepareLocalResources$13$anonfun$apply$8.apply(Client.scala:632) 
at org.apache.spark.deploy.yarn.Client$anonfun$prepareLocalResources$13$anonfun$apply$8.apply(Client.scala:623) 
at scala.collection.mutable.ArraySeq.foreach(ArraySeq.scala:74) 
at org.apache.spark.deploy.yarn.Client$anonfun$prepareLocalResources$13.apply(Client.scala:623) 
at org.apache.spark.deploy.yarn.Client$anonfun$prepareLocalResources$13.apply(Client.scala:622) 
at scala.collection.immutable.List.foreach(List.scala:381) 
at org.apache.spark.deploy.yarn.Client.prepareLocalResources(Client.scala:622) 
at org.apache.spark.deploy.yarn.Client.createContainerLaunchContext(Client.scala:895) 
at org.apache.spark.deploy.yarn.Client.submitApplication(Client.scala:171) 
at org.apache.spark.deploy.yarn.Client.run(Client.scala:1231) 
at org.apache.spark.deploy.yarn.Client$.main(Client.scala:1290) 
at org.apache.spark.deploy.yarn.Client.main(Client.scala) 
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) 
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 
at java.lang.reflect.Method.invoke(Method.java:498) 
at org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$runMain(SparkSubmit.scala:750) 
at org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:187) 
at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:212) 
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:126) 
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala) 
at org.apache.oozie.action.hadoop.SparkMain.runSpark(SparkMain.java:311) 
at org.apache.oozie.action.hadoop.SparkMain.run(SparkMain.java:232) 
at org.apache.oozie.action.hadoop.LauncherMain.run(LauncherMain.java:58) 
at org.apache.oozie.action.hadoop.SparkMain.main(SparkMain.java:62) 
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) 
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 
at java.lang.reflect.Method.invoke(Method.java:498) 
at org.apache.oozie.action.hadoop.LauncherMapper.map(LauncherMapper.java:237) 
at org.apache.hadoop.mapred.MapRunner.run(MapRunner.java:54) 
at org.apache.hadoop.mapred.MapTask.runOldMapper(MapTask.java:453) 
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:343) 
at org.apache.hadoop.mapred.YarnChild$2.run(YarnChild.java:170) 
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:1866) 
at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:164) 

.

Please run below commands to fix this error:

Note - You may need to take backup before running rm commands.

hadoop fs -rm /user/oozie/share/lib/lib_<ts>/spark2/aws* 
hadoop fs -rm /user/oozie/share/lib/lib_<ts>/spark2/azure* 
hadoop fs -rm /user/oozie/share/lib/lib_<ts>/spark2/hadoop-aws* 
hadoop fs -rm /user/oozie/share/lib/lib_<ts>/spark2/hadoop-azure* 
hadoop fs -rm /user/oozie/share/lib/lib_<ts>/spark2/ok*
hadoop fs -mv /user/oozie/share/lib/lib_<ts>/oozie/jackson* /user/oozie/share/lib/lib_<ts>/oozie.old 

.

Please run below command to update Oozie sharelib:

oozie admin -oozie http://<oozie-server-hostname>:11000/oozie -sharelibupdate

.

Please comment if you have any feedback/questions/suggestions. Happy Hadooping!! :)

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Last update:
‎06-08-2018 12:09 AM
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