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Apache Kafka & Stream Processing Fundamentals · Lesson

Interactive Queries & State Stores

Learn how Kafka Streams exposes its local state stores for direct querying, turning a stream app into a low-latency materialized view.

State Stores Recap

Stateful operations like aggregations and joins keep their data in state stores — local key-value stores backed by changelog topics for fault tolerance.

Normally results flow out to a topic, but they also live right inside your app.

What Are Interactive Queries?

Interactive Queries (IQ) let your application read those local state stores directly — no extra database, no re-consuming a topic.

Your streaming app effectively becomes a queryable materialized view.

All lessons in this course

  1. Windowing Operations in Kafka Streams
  2. Joins & Aggregations in Streams
  3. Introduction to KSQL for Stream Analytics
  4. Interactive Queries & State Stores
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