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Data Versioning and Schema Evolution with Hudi

Overview

Skills Needed

Learn to manage data versioning and schema evolution with Hudi. Explore rollback mechanisms, schema updates, and data consistency with Hudi.

  • Intermediate knowledge of data management concepts
  • Understanding of schema management

Outline

  • Introduction to Data Versioning
  • Implementing Rollback Mechanisms
  • Handling Schema Changes
  • Ensuring Data Consistency
  • Versioned Data Querying
  • Managing Backward and Forward Compatibility
  • Integrating with Schema Registries
  • Schema Evolution Best Practices
  • Testing and Validating Schema Changes
  • Case Studies in Data Versioning with Hudi
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