Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/20404
  
    Yup, sorry for rushing the suggestion. Wanted to show an idea. BTW, if we 
should replace it if it's already stopped, I assume we need the synchronization 
with `defaultSession` anyway if I didn't misunderstand. Did I maybe miss 
something?


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