Hujiang Technology

Jan 15, 2018 · Operations

Improving Automated Test Execution Efficiency with Parallel Runners (hjRunner)

The article describes how a Python‑based nosetests framework was extended with a Master‑Runner architecture and pyzmq messaging to run test cases in parallel across multiple runners, reducing execution time from over ten minutes to just a few minutes and enabling fast feedback in CI/CD pipelines.