Chainguard Container for REPO_NAME

Kubeflow is a Machine Learning Toolkit for Kubernetes with FIPS

Chainguard Containers are regularly-updated, secure-by-default container images.

Download this Container Image

For those with access, this container image is available on cgr.dev:

docker pull cgr.dev/ORGANIZATION/REPO_NAME:latest

Be sure to replace the ORGANIZATION placeholder with the name used for your organization's private repository within the Chainguard Registry.

Compatibility Notes

Chainguard kubeflow-fips images are compatible with kubeflow project images. Switching to Chainguard image should not require any changes to your existing setup.

FIPS support

Chainguard's kubeflow-fips image ships with a validated redistribution of the OpenSSL FIPS provider module. For more on FIPS support in Chainguard container images, consult the guide on FIPS-enabled Chainguard Containers on Chainguard Academy.

Getting Started

There are kustomize files available for deploying these images to a Kubernetes cluster using the official Kubeflow GitHub repository.

For each component, follow these steps:

1. Create a kustomization.yaml as shown.
2. Run:

kubectl apply -k .

Notebook Controller

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/blob/master/applications/jupyter/notebook-controller/upstream/base
images:
  - name: ghcr.io/kubeflow/kubeflow/notebook-controller
    newName: cgr.dev/ORGANIZATION/kubeflow-notebook-controller-fips
    newTag: latest
namespace: kubeflow

Profile Controller

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/tree/master/applications/profiles/upstream/base
images:
  - name: ghcr.io/kubeflow/kubeflow/profile-controller
    newName: cgr.dev/ORGANIZATION/kubeflow-profile-controller-fips
    newTag: latest
namespace: kubeflow

PVCViewer Controller

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/blob/master/applications/pvcviewer-controller/upstream/base/kustomization.yaml
images:
  - name: ghcr.io/kubeflow/pvcviewer-controller
    newName: cgr.dev/ORGANIZATION/kubeflow-pvcviewer-controller-fips
    newTag: latest
namespace: kubeflow

Tensorboard Controller

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/blob/master/applications/tensorboard/tensorboard-controller/upstream/base/kustomization.yaml
images:
  - name: ghcr.io/kubeflow/kubeflow/tensorboard-controller
    newName: cgr.dev/ORGANIZATION/kubeflow-tensorboard-controller-fips
    newTag: latest
namespace: kubeflow

Access Management

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/blob/master/applications/profiles/upstream/overlays/kubeflow/kustomization.yaml
images:
  - name: ghcr.io/kubeflow/kubeflow/kfam
    newName: cgr.dev/ORGANIZATION/kubeflow-access-management-fips
    newTag: latest
namespace: kubeflow

Admission Webhook

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/blob/master/applications/admission-webhook/upstream/base
images:
  - name: ghcr.io/kubeflow/kubeflow/poddefaults-webhook
    newName: cgr.dev/ORGANIZATION/kubeflow-admission-webhook-fips
    newTag: latest
namespace: kubeflow

Jupyter Web App

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/tree/master/applications/jupyter/jupyter-web-app/upstream/base
images:
  - name: ghcr.io/kubeflow/kubeflow-jupyter-web-app
    newName: cgr.dev/ORGANIZATION/kubeflow-jupyter-web-app-fips
    newTag: latest
namespace: kubeflow

Volumes Web App

apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
  - https://github.com/kubeflow/manifests/blob/master/applications/volumes-web-app/upstream/base
images:
  - name: ghcr.io/kubeflow/kubeflow/volumes-web-app
    newName: cgr.dev/ORGANIZATION/kubeflow-volumes-web-app-fips
    newTag: latest
namespace: kubeflow

---

Final Step

After defining the kustomization for each component:

kubectl apply -k .

Documentation & Resources

Please refer to the upstream documentation for a getting started guide.

What are Chainguard Containers?

Chainguard's free tier of Starter container images are built with Wolfi, our minimal Linux undistro.

All other Chainguard Containers are built with Chainguard OS, Chainguard's minimal Linux operating system designed to produce container images that meet the requirements of a more secure software supply chain.

The main features of Chainguard Containers include:

• Minimal design, without unnecessary software bloat
• Daily builds to ensure container images are up-to-date with available security patches
• High quality build-time SBOMs attesting to the provenance of all artifacts within the image
• Verifiable signatures provided by Sigstore
• Reproducible builds with Cosign and apko (read more about reproducibility)

For cases where you need container images with shells and package managers to build or debug, most Chainguard Containers come paired with a development, or -dev, variant.

In all other cases, including Chainguard Containers tagged as :latest or with a specific version number, the container images include only an open-source application and its runtime dependencies. These minimal container images typically do not contain a shell or package manager.

Although the -dev container image variants have similar security features as their more minimal versions, they include additional software that is typically not necessary in production environments. We recommend using multi-stage builds to copy artifacts from the -dev variant into a more minimal production image.

Need additional packages?

To improve security, Chainguard Containers include only essential dependencies. Need more packages? Chainguard customers can use Custom Assembly to add packages, either through the Console, chainctl, or API.

To use Custom Assembly in the Chainguard Console: navigate to the image you'd like to customize in your Organization's list of images, and click on the Customize image button at the top of the page.

Learn More

Refer to our Chainguard Containers documentation on Chainguard Academy. Chainguard also offers VMs and Libraries — contact us for access.

Trademarks

This software listing is packaged by Chainguard. The trademarks set forth in this offering are owned by their respective companies, and use of them does not imply any affiliation, sponsorship, or endorsement by such companies.