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How can you combine a converter chain with a transform chain to handle JSON data with schema evolution in Kafka Connect?

hard🚀 Application Q9 of Q15
Kafka - Connect
How can you combine a converter chain with a transform chain to handle JSON data with schema evolution in Kafka Connect?
AUse String converter and apply transforms before conversion
BUse JSON converter without transforms for schema evolution
CApply transforms only on raw bytes before any conversion
DUse Avro converter with schema registry and apply transforms after conversion
Step-by-Step Solution
Solution:
  1. Step 1: Understand converter role with schema

    Avro converter with schema registry manages schema evolution properly.
  2. Step 2: Apply transforms after conversion

    Transforms operate on structured data after conversion, enabling schema-aware changes.
  3. Final Answer:

    Use Avro converter with schema registry and apply transforms after conversion -> Option D
  4. Quick Check:

    Converters handle schema; transforms modify structured data [OK]
Quick Trick: Use schema-aware converters before transforms for schema evolution [OK]
Common Mistakes:
MISTAKES
  • Applying transforms on raw bytes
  • Using String converter without schema support
  • Skipping transforms for schema changes

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