Discriminator‑Based Schema Consolidation Tames Kafka‑Flink Pipeline Sprawl
When each Kafka event type gets its own schema, pipelines quickly become hard to query and evolve. A discriminator‑based approach merges related event schemas into a few tables, simplifying queries, reducing coordination for schema changes, and cutting operational cost in Flink streaming jobs.