A batch workflow should trigger promptly when its required file arrives rather than polling continuously on a fixed schedule. Which approach best fits?

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  1. Keep orchestration separate from the streaming processing runtime.
  2. Use a supported event-triggered workflow with idempotent handling.
  3. Introduce durable checkpoints and atomic completion tracking.
  4. Honor retry guidance with bounded backoff and resumable processing.

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