Github user sadhen commented on the issue:

    https://github.com/apache/spark/pull/22280
  
    First, `scala-2.12` and `scala-2.11` is the conventions from sbt. 
`scala-2.11` won't be compiled if we are using 2.12.
    
    Actually, only 
`<extra.source.dir>scala-2.11/src/main/scala</extra.source.dir>` is effective 
in the original `pom.xml`. And 
`<extra.testsource.dir>scala-2.11/src/test/scala</extra.testsource.dir>` is a 
non-exist dir.
    
    Add a `scala-2.12` profile, override `extra.source.dir` and 
`extra.testsource.dir` with two **standard** dirs.
    
    We may not care about whether the dirs are empty, we care about the 
consistent behavior with sbt.


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