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Kubeflow 1.9.0

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@juliusvonkohout juliusvonkohout released this 22 Jul 11:39
v1.9.0
a38c2be
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Learn about vigilant mode.

The release includes the following platform/manifests/security changes:

  • Kubernetes 1.27 - 1.29 support, but 1.30+ should work as well. So administrators can run it on supported and secure Kubernetes clusters.
  • Kustomize 5.2.1+ support with way less warnings, since we modernized most manifests. So platform engineers have a modern and supported installation tool chain.
  • Oauth2-proxy replaces oidc-authservice, which brings improved token based authentication. ML engineers can now use tokens instead of insecure passwords for automation of Kubeflow from e.g. GitHub actions.
  • Network policies are enabled for the Kubeflow core services as a second layer of defense before Istio authorization policies. This gives administrators a better network overview and segmentation while also enforcing common enterprise security guidelines.
  • The Documentation has been overhauled. It now contains guidelines for upgrading and extending the Kubeflow Platform for administrators and enables new users to have a basic installation in a few minutes on their Laptop.
  • Automatic CVE scanning with Trivy on the master branch is relevant for DevSecOps and enterprise security guidelines
  • We have updated the third-party components to provide integration with the larger ML ecosystem. E.g. ray is heavily used to train LLMs
    • Bentoml 1.2.28 and 1.1.21
    • Seldon 1.18.1
    • Ray 2.23 and Kuberay 1.1.1
  • Update of the common components such that we support the latest Kubernetes versions and security patches for platform engineers.
    • Istio 1.22.1
    • Dex 2.39.1
    • Cert-manager 1.14.5
    • Knative 1.12.4

We also updated the following components:

  • Kubeflow Pipelines 2.2.0, which includes Argo Workflows and Tekton integration
  • Katib v0.17.0
  • Training Operator v1.8.0
  • KServe 0.13.0
  • Workspaces(Notebooks) + Centraldashboard 1.9.0
  • New component: Model Registry v0.2.1-alpha

You can find each components release notes here:

Known issues:

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