wankunde commented on pull request #28850:
URL: https://github.com/apache/spark/pull/28850#issuecomment-652159999


   Hi, @srowen , if spark context is not stopped, it is meaningless to delete 
this reference, if spark context is stopped, we should remove this reference at 
the same time. Therefore, I think this reference should be deleted in the 
shutdown method.
   
   I don't think it makes sense to convert `sparkContext` into a soft reference.
   


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