Releases: kubeflow/manifests
Kubeflow 1.9.1
The release includes the following platform/manifests/security changes:
- Kubernetes 1.31 support
- The Documentation has been overhauled
- The automatic CVE scanning with Trivy on the master branch workflow now lets you download the scanning results
- Rootless efforts in contrib/security continue
- Spark operator in /contrib
- Revised authentication and further fixes for oauth2-proxy #2895
We also updated the following components:
- Kubeflow Pipelines 2.3.0, which includes Argo Workflows 3.4
- Training Operator v1.8.1
- KServe 0.13.1
- model registry v0.2.9 alpha
v1.9.1-rc.3
The release includes the following platform/manifests/security changes:
- Kubernetes 1.31 support
- The Documentation has been overhauled
- The automatic CVE scanning with Trivy on the master branch workflow now lets you download the scanning results
- Rootless efforts in contrib/security continue
- Spark operator in /contrib
- Revised authentication and further fixes for oauth2-proxy #2895
We also updated the following components:
- Kubeflow Pipelines 2.3.0, which includes Argo Workflows 3.4
- Training Operator v1.8.1
- KServe 0.13.1
- model registry v0.2.5 alpha
Kubeflow 1.9.1 Release Candidate 2
The release includes the following platform/manifests/security changes:
- Kubernetes 1.31 support
- The Documentation has been overhauled
- The automatic CVE scanning with Trivy on the master branch workflow now lets you download the scanning results
- Rootless efforts in contrib/security continue
- Revised authentication
We also updated the following components:
- Kubeflow Pipelines 2.3.0, which includes Argo Workflows 3.4
- Training Operator v1.8.1
- KServe 0.13.1
- model registry v0.2.5 alpha
Known issues / TODO :
Kubeflow 1.9.1 Release Candidate 1
The release includes the following platform/manifests/security changes:
- Kubernetes 1.31 support
- The Documentation has been overhauled
- The automatic CVE scanning with Trivy on the master branch workflow now lets you download the scanning results
- Rootless efforts in contrib/security continue
We also updated the following components:
- Kubeflow Pipelines 2.3.0, which includes Argo Workflows 3.4
- Training Operator v1.8.1
- KServe 0.13.1
TODO for RC 2:
Kubeflow 1.9.0
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:
- Model Registry
- Pipelines
- Katib
- Training Operator
- KServe
- Manifests/Platform
- Security
- Workspaces(Notebooks) + Centraldashboard
Known issues:
Kubeflow 1.9.0-rc.2
Third RC of the KF 1.9 release 🎉
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-rc.1
- Training Operator v1.8.0-rc.1
- KServe 0.13.0
- Notebooks and platform / multi-tenancy components 1.9.0-rc.0
- New component: Model Registry v0.2.1-alpha
You can see each component release notes in the following URLs:
- Model Registry
- Pipelines
- Katib
- Training Operator
- KServe
- Manifests/Platform
- Security
- TODO 1.9.0-rc.0 kubeflow/kubeflow does not have a change log yet
TODO rebuild kserve models web application, kserve/models-web-app#81, kubeflow/kubeflow 1.9.0-rc.1
Kubeflow 1.9.0-rc.1
Second RC of the KF 1.9 release 🎉
The release includes the following manifests and security changes:
- Kubernetes 1.27 - 1.29 support
- Kustomize 5.2.1+ support with way less warnings
- Oauth2-proxy replaces oidc-authservice
- Networkpolicies enabled by default
- Dex 2.39.1, cert-manager 1.14.5 , knative 1.12.4
- Bentoml 1.2.28 and 1.1.21, Seldon 1.18.1, Ray 2.23 and Kuberay 1.1.1
- Istio 1.18.7 TODO for 1.9.0-rc.2 Istio 1.22
- Documentation for upgrading and extending the Kubeflow Platform #2717
We also updated the following components:
- Kubeflow Pipelines 2.2.0, which includes Argo Workflows and Tekton integration
- Katib v0.17.0-rc.0
- Training Operator v1.8.0-rc.0
- KServe 0.12.1 TODO 1.9.0-rc.2 rebuild kserve models web application
- Notebooks and platform / multi-tenancy components 1.9.0-rc.0
- New component: Model Registry v0.2.1-alpha
You can see each component release notes in the following URLs:
- Model Registry
- Pipelines
- Katib
- Training Operator
- KServe
- Manifests/Platform
- Security
- TODO 1.9.0-rc.0 Notebooks /platform / multi-tenancy does not have a change log yet
Kubeflow 1.9.0-rc.0
First RC of the KF 1.9 release 🎉
The release includes the following manifests and security changes:
- Kubernetes 1.27 - 1.29 support
- Kustomize 5.2.1+ support
- Oauth2-proxy replaces oidc-authservice
- Networkpolicies
- 1.9.0-rc.1: Dex 2.39.1, cert-manager 1.14.5 , knative 1.12.4, bentoml 1.2.28 and 1.1.21, seldon 1.18.1, ray 2.23 and kuberay 1.1.1,
- TODO 1.9.0-rc.1: Istio
- 1.9.0-rc.1: Documentation for upgrading and extending the Kubeflow Platform #2717
We also updated the following components:
- Kubeflow Pipelines 2.2.0, which includes Argo Workflows and Tekton integration
- Katib v0.17.0-rc.0
- Training Operator v1.8.0-rc.0
- KServe 0.12.1
- TODO 1.9.0-rc.1 Notebooks and platform components
- New component: Model Registry
You can see each component release notes in the following URLs:
- Model Registry
- Pipelines
- Katib
- Training Operator
- KServe
- Manifests/Platform
- Security
- TODO 1.9.0-rc.1 Notebooks
We are planning another release candidate (1.9.0-rc.1) to update the remaining components
v1.8.1
Kubeflow v1.8.1
This is the official release of Kubeflow 1.8.1. It supports Kubernetes 1.27 which provides a clear migration path to Kubeflow 1.9.
The specific versions of each component can be found in the README.
1.8.1 include the following updates from Serving and Pipelines WGs:
Fixes:
pipelines/backend: Parameterizing v2 Launcher and Driver Images
pipelines/backend: Pipeline and PipelineVersion Description column value should be optional.
pipelines/frontend: Support running old v1 pipeline.
v1.8.1-rc0
What's Changed
- Update kserve manifests from v0.11.2 by @rimolive @juliusvonkohout in #2627
- Update kubeflow/kfp-tekton manifests from 2.0.5 by @rimolive in #2626
- Update kubeflow/pipelines manifests from 2.0.5 by @rimolive @juliusvonkohout in #2623 #2625
- Update to Kind 1.27 and fix the integration tests (#2637) by @juliusvonkohout in #2639
Full Changelog: v1.8.0...v1.8.1-rc0
