Version v0.3 of the documentation is no longer actively maintained. The site that you are currently viewing is an archived snapshot. For up-to-date documentation, see the latest version.
Until 1.0 Kubeflow makes no promises of backwards compatibility or upgradeability. Nonetheless, here are some instructions for updating your deployments.
Updating your deployments is a two step process
Updating your ksonnet application
Updating the actual deployment
kubectl delete crd tfjobs.kubeflow.org
ks apply ${ENVIRONMENT} -c ${COMPONENT}