Github user mallman commented on the issue:

    https://github.com/apache/spark/pull/14798
  
    I focused mainly on trace and debug logging. I didn't do much with errors 
or warnings, especially where exceptions are logged. I'm assuming these are 
less frequent, and the cost of building those log messages is insignificant 
compared to the circumstances which called for them in the first place.


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