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Deployment

This step assumes that you have already completed the two prior steps. You are now ready to deploy the environment.

Note

Rafay Environment Manager will automatically create the infrastructure resources and deploy the applications.

  • Navigate to Environments -> Environments
  • Click Launch on the kubeflow-mlops card

Deploy

  • Enter a name for the environment
  • Customize any of the default variable values if needed
  • Update the following variable values
cluster_name
GCP Project
GCP SQL User Password
GCP SQL Root Password
Kubeflow Host Name (Only if Ingress Domain is set to Custom)
Kubeflow Host Cert(Only if Ingress Domain is set to Custom)
Kubeflow Host Key Only if Ingress Domain is set to Custom)
Okta Client ID
Okta Client Secret
Okta Domain
API Key
gcp-credentials.json
  • Click Save & Deploy

Deploy

The environment will begin to deploy.

Note

This step can take ~30 minutes to complete. It can take ~25 minutes for the infrastructure to be provisioned and ~15 minutes for the application layer to be deployed.

Once complete, you will see the the URL for the MLOps instance in the Results section of the page

Deploy

Create DNS Record

If you used a Custom Ingress Domain you will update your DNS records with the IP address of your cluster and the hostname of your MLOps instance provided in the environment output in the previous step. Once your DNS records are updated, you can now access your MLOps Platform on the user friendly URL.

Access MLOps Platform

You can now access the MLOps interface via a web browser by entering the URL provided in the output of the prior step. You can login using your OKTA credentials or the local username and password provided during deployment.

Access

Access