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Answer: Using Azure Purview to inventory and audit custom libraries across all Databricks workspaces
Azure Purview is a comprehensive data governance service designed to help organizations discover, manage, and govern their data assets across various environments, including Azure Databricks. It offers a unified view of data assets, enabling the cataloging and auditing of custom libraries used within Azure Databricks notebooks. This centralized approach facilitates compliance with governance policies by providing tools for data discovery, classification, lineage tracking, and impact analysis. By leveraging Azure Purview, organizations can ensure that their custom libraries are used in compliance with regulatory requirements, making it the best practice for auditing library compliance in Azure Databricks.
Author: LeetQuiz Editorial Team
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In the context of governance within Azure Databricks, what is the recommended approach for auditing the compliance of custom libraries used in notebooks?
A
Developing a custom auditing solution that works with Azure Databricks and Azure DevOps for ongoing compliance checks
B
Applying Azure Policy to automatically check and enforce compliance for libraries added to Azure Databricks
C
Implementing library compliance checks through Databricks cluster policies prior to library installation
D
Using Azure Purview to inventory and audit custom libraries across all Databricks workspaces
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