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Kubeflow

26.10.0AI & ML
2026년 11월 6일

ACTION 2CHECK 5OTHER 84

Workspaces가 기본 활성화되고 Helm 지원 범위가 넓어지는 기능 및 통합 릴리스입니다. 번들 구성 요소 업데이트와 업그레이드 과정의 마이그레이션, 결함 수정도 포함됩니다.

조치 필요 (2)

  • securityKubeflow Dashboard 업데이트

    Kubeflow Dashboard 2.0.1에 여러 의존성 및 보안 업데이트가 반영되고, 탐색 문제가 수정되며, 뷰어를 직접 관리하는 기능이 추가됩니다.

  • breakingWorkspaces 기본 활성화

    Kubeflow Workspaces 2.0.0(Notebooks v2)이 기본으로 활성화되고, Central Dashboard에 Workspaces 항목이 추가됩니다.

영향 확인 (5)

  • breakingKServe 리소스의 네임스페이스 이동

    KServe control-plane resources 또는 Models Web Application을 사용하는 경우에 적용됩니다.

    KServe 제어 평면 리소스와 Models Web Application이 kserve 네임스페이스로 이동하며, 계획된 제어 평면 중단이 필요합니다.

  • breakingNotebooks v1 정리 조건 변경

    어떤 네임스페이스에서든 Notebook, Tensorboard, PVCViewer 객체를 사용하는 경우에 적용됩니다.

    기본 설치에서 Workspaces가 Notebooks v1을 대체합니다. 기존 리소스를 정리하려면 모든 네임스페이스에 Notebook, Tensorboard, PVCViewer 객체가 남아 있지 않아야 합니다.

  • breakingml-pipeline-ui 배포 전략 패치

    기존 ml-pipeline-ui Deployment가 있는 경우에 적용됩니다.

    기존 ml-pipeline-ui Deployment에는 새 매니페스트를 적용하기 전에 문서에 안내된 Recreate 전략 패치를 적용해야 합니다.

  • breakingNotebooks v1 기본 비활성화

    Notebooks v1을 사용하는 경우에 적용됩니다.

    Notebooks v2 메뉴 항목이 추가되고 사전 정식 출시 경고가 정리되며, Notebooks v1은 기본적으로 비활성화됩니다.

    community-distribution#3657

  • breakingml-pipeline-ui 업그레이드 절차 추가

    26.03.1에서 26.10.0으로 업그레이드하는 경우에 적용됩니다.

    26.03.1에서 26.10.0으로 업그레이드할 때 ml-pipeline-ui 업데이트 전략 단계를 따라야 합니다.

    community-distribution#3665

그 외 기록된 변경 84건 전체value 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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