Github user marmbrus commented on the pull request:

    https://github.com/apache/spark/pull/332#issuecomment-39655093
  
    Scala logging is not a new logger.  This is just a set of macro functions 
that call sfl4j, wrapping the logging calls in checks to see if they are 
enabled.  This lets you perform logging without the performance overhead of 
doing string concatenation when the log doesn't, allocating a closure (like 
current spark logging does), or having to manually write out the if checks 
yourself.


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