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https://issues.apache.org/jira/browse/MAHOUT-1636?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14257383#comment-14257383
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Dmitriy Lyubimov commented on MAHOUT-1636:
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PPS 
actually iirc (again, i may not have committed it back) that there are actually 
2 different classpaths worked out by mahout script. 

`mahout classpath` would actually give legacy classpath (used by mahout's MR 
drivers). 
`mahout classpath --spark` should give spark shell classpath (cleaned up and 
including spark jars from $SPARK_HOME).

hope it helps



> Class dependencies for the spark module are put in a job.jar, which is very 
> inefficient
> ---------------------------------------------------------------------------------------
>
>                 Key: MAHOUT-1636
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1636
>             Project: Mahout
>          Issue Type: Bug
>          Components: spark
>    Affects Versions: 1.0-snapshot
>            Reporter: Pat Ferrel
>             Fix For: 1.0-snapshot
>
>
> using a maven plugin and an assembly job.xml a job.jar is created with all 
> dependencies including transitive ones. This job.jar is in 
> mahout/spark/target and is included in the classpath when a Spark job is run. 
> This allows dependency classes to be found at runtime but the job.jar include 
> a great deal of things not needed that are duplicates of classes found in the 
> main mrlegacy job.jar.  If the job.jar is removed, drivers will not find 
> needed classes. A better way needs to be implemented for including class 
> dependencies.
> I'm not sure what that better way is so am leaving the assembly alone for 
> now. Whoever picks up this Jira will have to remove it after deciding on a 
> better method.



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