Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/16871
  
    Yep, since `dev/mima` runs just `java`, it's likely picking up Java 7 from 
the Jenkins machines. The jobs all set `JAVA_HOME`, and set it to the Java 8 
home. Other Spark scripts here will use `$JAVA_HOME/bin/java` to run `java` 
commands if that's set, and otherwise just `java`. See `dev/check-license`. I 
think that's the fix here too. I'll push this shortly as a hot-fix if it works 
for me, though, kinda a small separate issue.


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