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A foreachBatch function writes to an external service and a failed microbatch is retried. What design is essential?
Published
- Delete the checkpoint after each successful microbatch
- Assume the callback executes exactly once by definition
- Generate a new business key for every retry
- Make writes idempotent using a stable batch or event identity
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