Github user ScrapCodes commented on the issue: https://github.com/apache/spark/pull/15962 You are right @marmbrus , I am sorry for not actually doing the proper comparison. Only after seeing the code I realized, we use `consumer.poll(0)` not for pulling records but to update consumer about the newly available offsets. And during my run, something else improved my throughput and not this property.
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