Alauda AI

Upgrade Kubeflow Plugins

This page describes the manual actions that may be required after upgrading the kfbase plugin.

For installation steps, see Kubeflow Chart Plugins.

TOC

Upgrade Notes for kfbaseUpgrading from v1.10.13 or earlierUpgrading from v1.10.9 or earlier

Upgrade Notes for kfbase

Upgrading from v1.10.13 or earlier

Versions up to v1.10.13 expose the Kubeflow dashboard through NodePort. After the upgrade, the recommended access method is through the gateway endpoint instead.

After the upgrade:

  • Check the kubeflowDomain field in the kfbase plugin configuration to get <your-kubeflow-domain>.
  • Run kubectl -n istio-system get gateway kubeflow-external-gateway to get the gateway IP address.
  • Update DNS resolution, or your local hosts file, so that <your-kubeflow-domain> resolves to the gateway IP address.

If you still need to use NodePort, manually change the istio-system/kubeflow-istio-ingressgateway service to type NodePort, then get the assigned port for 443 by running:

kubectl -n istio-system get service kubeflow-istio-ingressgateway

You can then access the dashboard through:

https://<ip-of-master-node-of-the-cluster>:<NodePort>/

Upgrading from v1.10.9 or earlier

Before the upgrade, set a default storage class in your cluster, which will be used for the pgStorageClass parameter in the kfbase plugin configuration. If no default storage class is set, the upgrade may fail due to missing required parameters. These parameters were introduced in version v1.10.10.