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https://issues.apache.org/jira/browse/MAHOUT-1636?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14261365#comment-14261365
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ASF GitHub Bot commented on MAHOUT-1636:
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Github user dlyubimov commented on the pull request:

    https://github.com/apache/mahout/pull/69#issuecomment-68386183
  
    I am against shaded jars in any form or flavor. I have already spoken
    before about all arguments there. This is perhaps build antipattern #1 of
    the industry. Speak to any experienced build engineer if in doubt.
    On Dec 30, 2014 9:17 AM, "Pat Ferrel" <[email protected]> wrote:
    
    > The minimum piece to push is in this PR. So it will go in soon but the PR
    > will remain active until several issues are addressed:
    >
    >    1. can we change the scan for jars to only find the dependencies.jar
    >    for any spark driver or perhaps even the shell. I think this should 
work
    >    but it will have to be rather well tested in a running system since 
missing
    >    class errors are not detected by unit tests.
    >    2. with any dependencies.jar we have the issue of what artifacts to
    >    publish. In theory the dependencies are everything needed for Spark 
Mahout.
    >    So if #1 <https://github.com/apache/mahout/pull/1> proves viable
    >    perhaps the dependencies.jar could be renamed and treated as the 
release
    >    artifact for Spark flavored of Mahout. This is a bit beyond my
    >    understanding so it's important to get someone who understands the 
total
    >    release process to look at the question.
    >
    > —
    > Reply to this email directly or view it on GitHub
    > <https://github.com/apache/mahout/pull/69#issuecomment-68375633>.
    >


> 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
>            Assignee: Ted Dunning
>             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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