Github user mariobriggs commented on the issue:

    https://github.com/apache/spark/pull/14214
  
    What i tried to do as a 'side fix' was like this,
      eliminate [1] since it was a lazy val. 
    
      Move [2] out of the code path of the main thread i.e. let ListenerBus 
thread pay the penalty of producing the physical plan for logging ( i was 
coming from a performance test scenario, so it allowed me to proceed :-) ) . So 
the change was that SparkListenerSQLExecutionStart only take QueryExecution as 
a input parameter and not physicalPlanDescription & SparkPlanInfo . However 
this cannot be the solution since SparkListenerSQLExecutionStart is a public 
API already.
    
     [3] remains.
    
    As you might have already noticed ConsoleSink also suffers from the same 
problem of [2] and these are inside Dataset.withTypedCallback/withCallback, but 
it is only for Debug purposes


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