So if a Kafka Consumer has auto commit enabled with a commit interval of 5 sec, and we consume a batch every 1 second ...
... will the consumer process messages multiple times before the auto commit has been completed?
How does a Kafka Consumer keep track of processed messages if auto commit happen less often than poll?
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If you marked the batch processed, it will commit to the partition in the cluster every 5 sec. The consumer issues the next batch poll to get the next set of messages, so it would start from the next offset. Unless there is a error occurred, it's not likely to get the same batch of msg again.