This feature is still in Beta and requires v1.9.2 or higher!
Polyaxon provides a build section on the component/operation level to automatically trigger a per-run build process and create containers for dynamic environments.
Users can define a build process or attach a build preset:
- To dynamically create new containers before starting the main operation or the hyperparameter tuning process.
- To automate the process of building fast changing and dynamic environments.
- To package different requirements, artifacts, and code in a single container.
- To quickly test new configurations before building a stable image.