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Explain how Delta Lake’s Optimistic Concurrency Control (OCC) manages the potential for conflicts when multiple transactions are modifying the same data. Discuss the implications of these conflicts on system performance and data integrity.
Explanation:
Delta Lake’s OCC operates on the assumption that conflicts are rare, allowing multiple transactions to proceed without immediate locking. Conflicts are detected during the commit phase, and if detected, the conflicting transaction is rolled back and retried. This approach maximizes concurrency and system performance while ensuring data integrity through the management of potential conflicts.