CI/CD

While Anyscale Jobs and Services are useful atomic concepts that help you productionize workloads, they’re also useful for nodes in a larger ML DAG or CI/CD workflow. You can chain Jobs together, store results and then serve your application with those artifacts. From there, you can trigger updates to your service and retrigger the Jobs based on events, time, etc. While you can simply use the Anyscale CLI to integrate with any orchestration platform, Anyscale does support some purpose-built integrations like Airflow and Prefect.

🚨 Note: Reset this notebook using the “🔄 Restart” button location at the notebook’s menu bar. This way we can free up all the variables, utils, etc. used in this notebook.