Ask or search…
K
Links

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