~/talk

Flinkspector: Taming the squirrel

Talkat Flink Forward Berlin 2016 · 2016-09-12..09-14· [testing, developer-experience]
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Flinkspector is a small testing framework for Apache Flink that builds reproducible event traces, synthesizes watermarks and timestamps, and runs jobs in a local cluster so non‑terminating and parallelized pipelines with windowing become testable. It provides an event-time input builder, incremental verifiers with triggers to stop tests, and Hamcrest-based matchers for fine-grained assertions, integrates with JUnit, ships on Maven, and aims to enable fast integration tests for CI/CD so streaming logic bugs surface during development rather than production.

AI-written summary · about

  1. 0:00Introduction and context
  2. 2:16Challenges in testing Flink
  3. 5:55Initial testing approaches
  4. 9:40Introduction to Flink Spector
  5. 16:20Framework design and syntax
  6. 24:28Advanced assertions and execution
  7. 29:39Practical demonstration
  8. 32:12Conclusion and Q&A
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