A streaming workload must resume safely after failure and avoid duplicating external side effects. Which two requirements are important? Select TWO.

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  1. Delete checkpoints before every restart
  2. Assume every arbitrary external write becomes exactly-once automatically
  3. Durable compatible checkpoint state
  4. Appropriate sink idempotency or transactional handling for the chosen output

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