An engineer uses Auto Loader inside a managed Lakeflow pipeline. Which concern is commonly managed by the pipeline framework?

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  1. Every application's data retention obligation
  2. Checkpoint and schema management for the ingestion flow
  3. Every downstream consumer's authorization decision
  4. All source-system business deduplication rules

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