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Handling Schema Evolution and Complex Scenarios - itversity - Medium
A comprehensive guide to managing schema evolution in CDC pipelines, covering solutions for different types of schema changes and the implementation of schema registries for maintaining compatibility.
The article provides practical solutions and best practices for ensuring robust schema management in real-time data pipelines.

Reasons to Read -- Learn:

  • how to effectively handle different types of schema changes in CDC pipelines, including specific solutions for column additions, deletions, and data type modifications that can prevent pipeline disruptions
  • how to implement and leverage schema registries like Confluent Schema Registry and AWS Glue Schema Registry for centralized schema management and automated compatibility validation
  • six concrete best practices for schema management, including how to implement forward and backward compatibility, automate validation, and monitor pipeline health
    • 3 min readauthor: Sarath Varma
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