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AI-generatedApache Airflow and Target Database: Ensuring Write Idempotency During Task Retries
Data Consistency in Retry Cycles Apache Airflow manages task failures through a configurable retry mechanism. When a task fails during a write operation to an external database, a subsequent retry attempt may produce duplicate records if the initial attempt partially succeeded before the failure occurred. To maintain data integrity, tasks must be idempotent.