~/talk

Flink acceptance testing and state compatibility checking

Talkat Flink Forward Virtual 2020 · 2020-04-22..04-24· [testing, data-engineering]
slides:none on file

Yelp builds a docker-compose based Flink compose sandbox that spins up a standalone Flink cluster, Kafka, Schema Registry and test fixtures to run end-to-end acceptance tests; tests create topics, push tailored input, submit jobs, tail output and assert results. CI/CD adds a state-compatibility step that takes a job, cancels to a savepoint, and resumes a new version to catch breaking state restores (Flink 1.6 behavior); one March 17 change blocked nightly deploys until a manual fix. Future work targets test templates, automated message generation and Flink State API migration.

AI-written summary · about

  1. 0:00Intro
  2. 5:20Lessons
  3. 13:40State restoration
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