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Kubeflow

26.10.0AI & ML
2026年11月6日

ACTION 2CHECK 5OTHER 84

Workspacesを既定で有効にし、Helm対応の拡充や同梱コンポーネントの更新を含む機能・統合リリースです。アップグレード時の移行手順と修正も含まれるため、Workspaces、Helm、または該当する既存リソースを利用している環境では変更内容の確認が必要です。

要対応 (2)

  • securityKubeflow Dashboard 2.0.1 の更新

    Kubeflow Dashboard 2.0.1 に依存関係とセキュリティの更新、ナビゲーションの修正、閲覧者を自身で管理する機能が含まれます。

  • breakingKubeflow Workspaces 2.0.0 の既定有効化

    Kubeflow Workspaces 2.0.0（Notebooks v2）が既定で有効になり、Central Dashboard に Workspaces の項目が追加されます。

影響確認 (5)

  • breakingKServe リソースと Models Web Application の namespace 移動

    KServe control-plane resources または Models Web Application を利用している場合に適用されます。

    KServe control-plane resources と Models Web Application が kserve namespace に移動し、計画的な control-plane の停止が必要になります。

  • breakingWorkspaces への移行とレガシー構成の削除条件

    いずれかの namespace で Notebook、Tensorboard、PVCViewer オブジェクトを利用している場合に適用されます。

    既定のインストールでは Workspaces が Notebooks v1 に置き換わります。レガシー構成の削除を任意で行う場合は、すべての namespace から Notebook、Tensorboard、PVCViewer オブジェクトがなくなるまで実施できません。

  • breakingml-pipeline-ui Deployment の更新戦略

    既存の ml-pipeline-ui Deployment がある場合に適用されます。

    既存の ml-pipeline-ui Deployment には、新しいマニフェストを適用する前に、文書化された Recreate 戦略のパッチが必要です。

  • breakingNotebooks v2 のメニュー追加と Notebooks v1 の既定無効化

    Notebooks v1 を利用している場合に適用されます。

    Notebooks v2 のメニュー項目が追加され、Notebooks v1 は既定で無効になります。

    community-distribution#3657

  • breakingml-pipeline-ui 更新戦略手順の追加

    26.03.1 から 26.10.0 にアップグレードする場合に適用されます。

    26.03.1 から 26.10.0 へのアップグレードでは、ml-pipeline-ui の更新戦略に関する手順が追加されます。

    community-distribution#3665

その他の記録済み変更 84 件すべてvalue changes 51 · additions 25 · fixes 6 · constraints 1 · removals 1

value changes (51)

  • Update kubeflow/hub manifests from v0.3.10 by @pboyd in https://github.com/kubeflow/community-distribution/pull/3504
  • Update kubeflow/spark-operator manifests from v2.5.1 by @juliusvonkohout in https://github.com/kubeflow/community-distribution/pull/3506
  • Update kserve/kserve manifests to version v0.19.0 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3505
  • Update kubeflow/trainer manifests from v2.2.1 by @juliusvonkohout in https://github.com/kubeflow/community-distribution/pull/3511
  • Update istio to 1.30.2 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3513
  • Synchronize kserve UI manifests v1.0.0 by @juliusvonkohout in https://github.com/kubeflow/community-distribution/pull/3529
  • Restore defaultProviders.metrics in oauth2-proxy istio mesh config by @noisonnoiton in https://github.com/kubeflow/community-distribution/pull/3532
  • Synchronize kubeflow pipelines manifests release 2.17 by @juliusvonkohout in https://github.com/kubeflow/community-distribution/pull/3537
  • Update kubeflow/pipelines manifests from release-2.17 by @juliusvonkohout in https://github.com/kubeflow/community-distribution/pull/3538
  • proper build version by @juliusvonkohout in https://github.com/kubeflow/community-distribution/pull/3539
  • Update Kubeflow Pipelines synchronization and test SDK to 2.17.0 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3542
  • Update kserve-ui manifests to v1.0.1 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3546
  • helm: update cert-manager chart metadata by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3531
  • Update kubeflow/hub manifests from v0.3.12 by @pboyd in https://github.com/kubeflow/community-distribution/pull/3548
  • ray: update KubeRay and Ray versions by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3528
  • helm: align Hub chart with v0.3.12 manifests by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3553
  • Update Istio manifests to 1.30.3 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3554
  • Update kubeflow/hub manifests from v0.3.14 by @pboyd in https://github.com/kubeflow/community-distribution/pull/3555
  • helm: restore Hub v0.3.14 parity by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3556
  • Update Spark Operator to v2.5.2 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3571
  • Update OAuth2-Proxy to v7.15.3, Cert Manager to v1.21.1 and Trainer to v2.3.0-rc.3 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3572
  • Update Kubeflow Trainer to v2.3.0 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3578
  • Update kserve/kserve manifests to version v0.20.0 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3576
  • spark: regenerate resources.yaml with Helm v4 and pin the toolchain by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3587
  • Update kubeflow/notebooks manifests to v2.0.0-beta.0 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3584
  • Update kubeflow/pipelines manifests to 2.17.1 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3591
  • Update kubeflow/hub manifests from v0.3.16 by @adysenrothman in https://github.com/kubeflow/community-distribution/pull/3593
  • Update Istio manifests to 1.31.0 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3596
  • Update Kind to 0.33.0 and Kubernetes to 1.37.0 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3597
  • Update kubeflow/notebooks manifests to v2.0.0-beta.1 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3598
  • Update Kubeflow Pipelines to 2.17.2 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3599
  • Update kubeflow/notebooks manifests to v2.0.0-beta.2 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3608
  • Update kubeflow/hub manifests from v0.3.17 by @pboyd in https://github.com/kubeflow/community-distribution/pull/3620
  • Update Istio to 1.31.1 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3621
  • Synchronize KServe UI to v1.0.5 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3625
  • Update kserve/kserve manifests to version v0.21.0 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3627
  • Update kubeflow/notebooks manifests to v2.0.0-beta.3 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3629
  • Update istio/istio manifests from 1.31.2 by @vikas-saxena02 in https://github.com/kubeflow/community-distribution/pull/3643
  • Update cert-manager/cert-manager manifests from v1.21.2 by @vikas-saxena02 in https://github.com/kubeflow/community-distribution/pull/3645
  • Synchronize oauth2 proxy v7.15.5 and dex v2.46.0 by @vikas-saxena02 in https://github.com/kubeflow/community-distribution/pull/3646
  • Synchronize KubeRay 1.7.1 manifests and Helm wrapper by @vikas-saxena02 in https://github.com/kubeflow/community-distribution/pull/3647
  • Update kubeflow/hub manifests from v0.3.18 by @pboyd in https://github.com/kubeflow/community-distribution/pull/3652
  • Update Kubeflow Pipelines and Istio versions by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3653
  • Synchronize kubeflow/notebooks manifests to v2.0.0-rc.0 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3649
  • Update KServe UI, Knative, and Dex by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3654
  • Update Kubeflow Pipelines and SDK to 2.18.0 by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3658
  • Update kubeflow/notebooks manifests to v2.0.0-rc.1 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3670
  • Update kubeflow/dashboard manifests to v2.0.1 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3672
  • Update kubeflow/notebooks manifests to v1.11.1 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3673
  • Update kubeflow/notebooks manifests to v2.0.0 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3675
  • Update kubeflow/trainer manifests to v2.4.0 by @christian-heusel in https://github.com/kubeflow/community-distribution/pull/3676

additions (25)

  • Experimental [Helm charts](https://medium.com/@danishsiddiqui040/why-kubeflow-helm-charts-took-more-than-writing-yaml-ad7ef203222e) providing a 1:1 equivalent of the Kustomize manifests, with [full Helm installation and end-to-end integration tests](https://github.com/kubeflow/community-distribution/actions/workflows/helm_kubeflow_integration_test.yaml) and Helm/Kustomize comparison tests.
  • Pipelines now supports [garbage collection for both S3 artifacts and the database](https://medium.com/@siddhantjainofficial26/gsoc-2026-platform-scalability-and-security-df71812c2563).
  • helm: align hub image tags with kustomize by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3514
  • helm: add cert-manager wrapper chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3470
  • helm: add Kubeflow foundation charts by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3468
  • helm: add Dex wrapper chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3480
  • helm: add oauth2-proxy wrapper chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3479
  • helm: add Istio wrapper chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3478
  • helm: add Kubeflow Dashboard chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3524
  • helm: add Kubeflow Notebooks chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3525
  • istio: add namespace ownership guards and machine-to-machine gateway authentication payload by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3567
  • dex: configure connectors through values by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3568
  • dex: render the authcodes CustomResourceDefinition from templates by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3594
  • helm: add generated Knative Serving chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3615
  • helm: add generated Models UI platform chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3614
  • helm: wrap the upstream KubeRay operator chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3618
  • workspaces: add the Kubeflow Workspaces Helm chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3611
  • helm: add generated Hub registry and catalog charts by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3616
  • helm: add Kubeflow Pipelines chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3552
  • helm: add Spark Operator chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3575
  • helm: add generated Knative Eventing chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3617
  • katib: add the generated Katib Helm chart by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3610
  • trainer: add the Kubeflow Trainer Helm charts by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3612
  • Enable Workspaces and validate Spark Connect in full integrations by @juliusvonkohout with @Copilot in https://github.com/kubeflow/community-distribution/pull/3603
  • documentation: connect OAuth2 Proxy directly to Keycloak without Dex by @ezejiofor in https://github.com/kubeflow/community-distribution/pull/3655

fixes (6)

  • Kubeflow Notebooks v1.11.1 fixes the [infinite status reconciliation loop in the notebook controller](https://github.com/kubeflow/notebooks/pull/1343), improving scalability for existing Notebooks v1 installations.
  • There is a small bug which leads to the old version number being displayed in the Dashboard. Please use the latest [26.10 branch for a fix](https://github.com/kubeflow/community-distribution/tree/release-26.10).
  • fix(pipeline): allow kube-apiserver to reach the PipelineVersion admission webhook by @tyetladd in https://github.com/kubeflow/community-distribution/pull/3581
  • fix(spark): add sparkconnects to the aggregated Spark ClusterRoles by @vikas-saxena02 in https://github.com/kubeflow/community-distribution/pull/3586
  • fix(spark): correct sidecar injection label key on the SparkApplication by @vikas-saxena02 in https://github.com/kubeflow/community-distribution/pull/3588
  • helm: apply aggregated role ownership repair to Istio by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3622

constraints (1)

  • dex, oauth2-proxy: refuse to render placeholder credentials by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3569

removals (1)

  • Remove legacy Training Operator by @danish9039 in https://github.com/kubeflow/community-distribution/pull/3540
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