Databricks Certified Data Engineer - Professional
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Facing regulatory requirements that mandate specific retention periods and the secure deletion of data post-retention, how can you automate data lifecycle management to ensure compliance without manual intervention?
A
Deploy a third-party data governance solution that integrates with your lakehouse to manage data retention and deletion policies across all datasets dynamically.
B
Implement a data lifecycle policy within the lakehouse storage layer that automatically moves data to archival storage after a retention period and securely deletes it upon expiration.
C
Rely on the built-in features of the lakehouse platform for retention management, supplementing with custom logging to manually review deletion actions for compliance.
D
Utilize manual scripts run at regular intervals to identify and delete data past its retention period, relying on database administrators to ensure accuracy.