GCP

The GCP Modular recipe is available in the mlstacks repository and you can view the raw Terraform files here.

A full list of supported components and flavors can be found in the Supported Components and Flavors section, as can a list of components that are coming soon.

Important Notes for GCP Deployments

All GCP deployments require the inclusion of a GCP Project ID in the metadata's config for each component. This is because GCP resources are tied to a project and cannot be created without one.

Supported components and flavors

Component	Flavor(s)
Artifact Store	gcp
Container Registry	gcp
Experiment Tracker	mlflow
Orchestrator	kubeflow, kubernetes, skypilot, tekton, vertex
MLOps Platform	zenml
Model Deployer	seldon
Step Operator	vertex

Coming Soon!

• Airflow Orchestrator on GCP

• Feast Feature Store on GCP

• Label Studio Annotator on GCP

• Model Registry components on GCP

• Image Builder components on GCP