Github user jerryshao commented on the issue:

    https://github.com/apache/spark/pull/17203
  
    With cached KafkaConsumer, by default the largest connections per executor 
would be 64, in your case 64 may not enough. Your fix looks not so solid and 
cannot explain why shifting to uncached one then the issue is resolved. Maybe 
you should dig more to see if there's any other problems which lead to your 
issue here.


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