Kubeflow bundle Components

The kubeflow bundle is the collection of charms that make up Charmed Kubeflow.

See more: Charmhub | kubeflow

Past releases of Charmed Kubeflow have included a lighter version of this bundle called kubeflow-lite. However, as of v.1.7, this is deprecated.

Components

When you install kubeflow bundle, you automatically install all of the following charms:

Charm Description
admission-webhook Charmed Admission Webhook - Kubeflow’s admission webhook.
argo-controller Part of Charmed Argo Workflows - an open source container-native workflow engine for orchestrating parallel jobs on Kubernetes.
argo-server Part of Charmed Argo Workflows - an open source container-native workflow engine for orchestrating parallel jobs on Kubernetes.
dex-auth Charmed Dex - a federated OpenID Connect provider.
istio-ingressgateway Part of Charmed Istio - service mesh for applications.
istio-pilot Part of Charmed Istio - service mesh for applications.
jupyter-controller Part of Charmed Jupyter - a web application for creating and sharing computational documents.
jupyter-ui Part of Charmed Jupyter - a web application for creating and sharing computational documents.
katib-controller Part of Charmed Katib - ML framework agnostic AutoML solution
katib-db Part of Charmed Katib - ML framework agnostic AutoML solution
katib-db-manager Part of Charmed Katib - ML framework agnostic AutoML solution
katib-ui Part of Charmed Katib - ML framework agnostic AutoML solution
kfp-api Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kfp-db Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kfp-persistence Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kfp-profile-controller Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kfp-schedwf Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kfp-ui Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kfp-viewer Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kfp-viz Part of Charmed Kubeflow Pipelines - platform for building and deploying portable, scalable ML workflows.
kubeflow-dashboard Part Charmed Kubeflow -the central user interface in Kubeflow.
kubeflow-profiles Part Charmed Kubeflow - user profile control in Kubeflow.
kubeflow-roles Part Charmed Kubeflow - roles profile control in Kubeflow.
kubeflow-volumes Part Charmed Kubeflow - storage configuration in Kubeflow.
metacontroller-operator Charmed Metacontroller - an add-on for Kubernetes that makes it easy to write and deploy custom controllers.
minio Charmed Minio - cloud native storage solution.
oidc-gatekeeper Charmed OIDC Auth Service - OpenID Connect authentication service.
seldon-controller-manager Charmed Seldon Core - platform for deploying of ML models.
tensorboard-controller Part of Charmed TensorBoard - toolkit for ML experimentation.
tensorboards-web-app Part of Charmed TensorBoard - toolkit for ML experimentation.
training-operator Charmed Kubeflow Training Operator - ML model training via operators.

Last updated 9 months ago.