HeartSaVioR commented on issue #19096: [SPARK-21869][SS] A cached Kafka 
producer should not be closed if any task is using it - adds inuse tracking.
URL: https://github.com/apache/spark/pull/19096#issuecomment-528606061
 
 
   I second on this, as that's in line what I proposed before. Either I can 
help reviewing or even work on this.
   
   We still have some consideration regarding performance and number of 
connections (as we allow multiple-threads access whereas Apache Commons Pool 
will prevent this), but even in javadoc of Kafka producer it just says `The 
producer is thread safe and sharing a single producer instance across threads 
will generally be faster than having multiple instances.` which doesn't provide 
any perf. consideration, so I'd rather say let's try this out and measure it.

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