skonto edited a comment on issue #24613: [SPARK-27549][SS] Add support for committing kafka offsets per batch for supporting external tooling URL: https://github.com/apache/spark/pull/24613#issuecomment-492733735 @arunmahadevan yes we have thought of this, my colleague @seglo has created a tool that does exactly that but we thought it would be best to include it in Spark like in Flink to support external tooling in a uniform way. As for the failure case we commit only when we construct the next batch and at that point the previous batch is already completed.
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