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Idempotent sinks prevent data duplication
Another key to end-to-end exactly-once delivery guarantee is idempotent sinks. This basically means that sinks are aware of which particular write operation has succeeded in the past. This means that such a smart sink can re-request data in case of a failure and also drop data in case the same data has been sent multiple times.