Integrate with Charmed Kubeflow on Charmed Kubernetes¶
Component |
Version |
MLflow |
2 |
In this guide, we will guide you through the process of integrating Charmed MLflow with Charmed Kubeflow on Charmed Kubernetes.
Requirements¶
You have access to a Charmed Kubernetes cluster using
kubectl
. If you don’t have a cluster set up, see this guide to deploy one on AWS.You have deployed the Charmed Kubeflow bundle. See this guide for more details.
You have deployed Charmed MLflow.
Deploy resource dispatcher¶
Deploy the resource dispatcher:
juju deploy resource-dispatcher --channel 1.0/stable --trust
Relate Resource dispatcher to MLflow¶
Relate the Resource dispatcher to MLflow:
juju relate mlflow-server:secrets resource-dispatcher:secrets
juju relate mlflow-server:pod-defaults resource-dispatcher:pod-defaults
Integrate MLflow with Kubeflow notebook¶
Please refer to this doc: Get started with Charmed MLflow and Kubeflow.