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https://issues.apache.org/jira/browse/SPARK-29329?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16956362#comment-16956362
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Thomas Graves commented on SPARK-29329:
---------------------------------------

from the linked issue above it sounds like the zinc compile server mode isn't 
really supported anymore in scala maven plugin 4.x. the zinc version changed to 
1 and the code is completely different and sounds like they only support the 
embedded mode and zinc server option isn't available so if that is the case it 
isn't helping us and it recompiles every time.

There are still a few things unclear to me from the issue above in the wording 
in their response. I haven't had time to look at it more since their response.  
Sounds like someone working on "bloop" compiler server replacement for scala.

> maven incremental builds not working
> ------------------------------------
>
>                 Key: SPARK-29329
>                 URL: https://issues.apache.org/jira/browse/SPARK-29329
>             Project: Spark
>          Issue Type: Bug
>          Components: Build
>    Affects Versions: 3.0.0
>            Reporter: Thomas Graves
>            Priority: Major
>
> It looks like since we Upgraded scala-maven-plugin to 4.2.0 
> https://issues.apache.org/jira/browse/SPARK-28759 spark incremental builds 
> stop working.  Everytime you build its building all files, which takes 
> forever.
> It would be nice to fix this.
>  
> To reproduce, just build spark once ( I happened to be using the command 
> below):
> build/mvn -Phadoop-3.2 -Phive-thriftserver -Phive -Pyarn -Pkinesis-asl 
> -Pkubernetes -Pmesos -Phadoop-cloud -Pspark-ganglia-lgpl package -DskipTests
> Then build it again and you will see that it compiles all the files and takes 
> 15-30 minutes. With incremental it skips all unnecessary files and takes 
> closer to 5 minutes.



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