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Explain in detail how Delta Lake utilizes the transaction log in conjunction with cloud object storage to ensure atomicity and durability of data operations. Discuss the role of the transaction log in maintaining a consistent state and how it interacts with the underlying storage mechanisms to prevent data loss.
Explain in detail how Delta Lake utilizes the transaction log in conjunction with cloud object storage to ensure atomicity and durability of data operations. Discuss the role of the transaction log in maintaining a consistent state and how it interacts with the underlying storage mechanisms to prevent data loss.
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