A guide on how to implement Data Contracts in a Kafka-based system An analysis of the "Data Quality Fundamentals" by O'Reilly
: Data generators (the people who know the data best) have the freedom to manage their data while adhering to a shared standard. Accountability A guide on how to implement Data Contracts
Explicit declaration of field names, exact data types, nesting structures, and nullability constraints using formats like JSON Schema, Protocol Buffers (Protobuf), or Avro. exact data types
She walked to the sales team’s pod. “Tom,” she said to the senior sales engineer. “You want to change ‘customer_status’ from ‘active/inactive’ to a five-tier loyalty score? Fine. But sign here.” Protocol Buffers (Protobuf)
To overcome resistance and ensure a successful rollout, apply these strategies: