This feature is still in Beta and requires v1.9.2 or higher!

Overview

Polyaxon provides a build section on the component/operation level to automatically trigger a per-run build process and create containers for dynamic environments.

Use cases

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.