Github user zjffdu commented on the issue:

    https://github.com/apache/zeppelin/pull/2011
  
    For case 1, why not creating a new SparkContext ? `sc.stop` only cause the 
spark app shutdown, but the remote interpreter process should still be alive. 
    Overall, I don't think restarting `SparkContext` implicitly for user is a 
proper solution. This might cause confusion for users, as creating new 
`SparkContext` means all the historical state is lost, user have to rerun all 
the paragraphs. One proper solution I can think of is that send a warning 
message to front end to tell user the SparkContext is dead for some unknown 
reason, you need to either create a new one or restarting the interpreter.  


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