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ACID properties ensure that database transactions are processed reliably. The four ACID properties—Atomicity, Consistency, Isolation, and Durability—are crucial for maintaining the integrity of a database, especially in complex systems like data science pipelines. Atomicity ensures that a transaction is fully completed or not executed at all. For instance, in feature store updates, if a transaction involves updating multiple feature ______ ____ ___ _________ ____ ___ _________.
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