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
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