In a scenario where schema evolution is frequent and critical, which data serialization format would best suit the needs?

  • Avro
  • JSON
  • Parquet
  • Protocol Buffers
Avro is an ideal choice when schema evolution is frequent and critical. Its schema is stored along with the data, allowing for flexible changes over time without requiring all consumers to be updated simultaneously.
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