Github user bOOm-X commented on the issue:

    https://github.com/apache/spark/pull/18253
  
    > Well, you could use an ArrayBlockingQueue. Then no extra object is 
allocated either.
    
    Yes I agree. But you get the synchronization too. I am still agree that it 
should not have a big impact yet. But using an ArrayBlockingQueue does not 
simplify the code a lot. The current implementation is not complicated, not too 
verbose, and base on a simple pure scala array. I do not think that it has a 
huge complexity cost compared to the java ArrayBlockingQueue.
    
    I change the Thread.sleep to a Thread.yield to be less agressive for the 
thread unscheduling. Even with very few messages it should not consume too much 
CPU, and it will be much more reactive when messages are bursting.


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