Generate DataSurface Yellow Bootstrap Artifacts

To generate Kubernetes manifests and Airflow DAGs for a bootstrap deployment, run the platform generation command targeting Ring 0 and Ring 1 levels. This process outputs kubernetes-bootstrap.yaml files and infrastructure DAGs directly into a designated generated_output directory for deployment.

A ring-based bootstrap workflow is a phased initialization process where Ring 0 artifacts handle Kubernetes startup and Ring 1 artifacts execute initialization tasks inside Kubernetes, such as creating schemas and tables using Airflow DAGs and init jobs.

To apply generated Ring 0 bootstrap artifacts to a Kubernetes cluster, use kubectl apply with the kubernetes-bootstrap.yaml file located in the generated_output directory after running the platform bootstrap generation command.

Yes, you need a configured Docker image to generate Kubernetes manifests and init jobs. The generation process relies on running a specific Docker container, along with model configuration files like eco.py and rte_demo.py, to render the required environment artifacts.

Ring 1 initialization inside Kubernetes requires executing specific Airflow DAGs and init jobs to create database schemas and tables, ensuring the infrastructure is fully prepared after the initial Ring 0 Kubernetes startup artifacts are applied.