Kubeflow
- Kubeflow Charmers | bundle
- Cloud
| Channel | Revision | Published |
|---|---|---|
| latest/candidate | 294 | 24 Jan 2022 |
| latest/beta | 430 | 30 Aug 2024 |
| latest/edge | 423 | 26 Jul 2024 |
| 1.9/stable | 426 | 31 Jul 2024 |
| 1.9/beta | 420 | 19 Jul 2024 |
| 1.9/edge | 425 | 31 Jul 2024 |
| 1.8/stable | 414 | 22 Nov 2023 |
| 1.8/beta | 411 | 22 Nov 2023 |
| 1.8/edge | 413 | 22 Nov 2023 |
| 1.7/stable | 409 | 27 Oct 2023 |
| 1.7/beta | 408 | 27 Oct 2023 |
| 1.7/edge | 407 | 27 Oct 2023 |
juju deploy kubeflow --channel 1.9/stable
Deploy Kubernetes operators easily with Juju, the Universal Operator Lifecycle Manager. Need a Kubernetes cluster? Install MicroK8s to create a full CNCF-certified Kubernetes system in under 60 seconds.
Platform:
The Kubeflow bundle is the collection of charms that make up Charmed Kubeflow (CKF). See Charmhub | kubeflow for more details.
Past releases of CKF have included a lighter version of this bundle called kubeflow-lite. However, as of v1.7, this is deprecated.
The following charms are included when installing the Kubeflow bundle:
| 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 CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kfp-db | Part of CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kfp-persistence | Part of CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kfp-profile-controller | Part of CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kfp-schedwf | Part of CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kfp-ui | Part of CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kfp-viewer | Part of CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kfp-viz | Part of CKF Pipelines - platform for building and deploying portable, scalable ML workflows. |
| kubeflow-dashboard | Part of CKF -the central user interface in Kubeflow. |
| kubeflow-profiles | Part of CKF - user profile control in Kubeflow. |
| kubeflow-roles | Part of CKF - roles profile control in Kubeflow. |
| kubeflow-volumes | Part of CKF - 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. |