~/talk

Understanding stream table duality using Kafka, Flink SQL and Debezium format

Talkat Community Over Code EU 2024 · 2024-06-03..06-05· [data-engineering]
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Shows how to get real-time Postgres CDC into Flink SQL via Kafka using Debezium JSON/Avro format, builds a Docker testbed and proves continuous queries update as changes arrive, including insert update_before update_after and delete events, and a Group By sum that moves Bob’s total 10 → 30 → 10 in the demo. Explains change-log modes: +I, update_before, update_after, -D and how watermarks/windows or Flink CDC connectors trigger table-to-stream and stream-to-table conversions.

AI-written summary · about

  1. 0:00Introduction to stream table duality
  2. 3:49Stream table transformations explained
  3. 11:40Streaming SQL with Apache Flink
  4. 15:19Change data capture with Debezium
  5. 16:43Live demo setup and execution
  6. 25:11Flink CDC and conclusion
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