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Governing streaming data in Amazon DataZone with the Data Solutions Framework on AWS
- Data governance is essential for organizations to maximize the value of their data assets through processes, policies, and practices.
- Amazon DataZone, a service on AWS, allows centralized discovery, control, and evolution of data schemas for data at rest.
- Managing real-time data streams requires adaptations to conventional data governance frameworks.
- Extending Amazon DataZone to support streaming data like Amazon MSK involves using custom asset types and authorizers.
- The Data Solutions Framework on AWS accelerates the implementation of streaming data governance in Amazon DataZone.
- Key components for governing streaming data in Amazon DataZone include representing Kafka topics, managing authorization flows, and updating metadata.
- Data sources for Amazon MSK clusters can be created in Amazon DataZone through AWS Glue Schema registry.
- Custom authorization processes are needed for managing access to unmanaged assets like Amazon MSK topics.
- The subscription grant process involves metadata collection, authorization updates, and internal metadata updates in Amazon DataZone.
- The solution utilizes AWS CDK and DSF to implement streaming governance, allowing seamless data asset registration and access control.
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