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Update kubeflow/kubeflow manifests from v1.6.0 (#2281)
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README.md

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| Component | Local Manifests Path | Upstream Revision |
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| - | - | - |
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| Training Operator | apps/training-operator/upstream | [v1.5.0](https://github.com/kubeflow/training-operator/tree/v1.5.0/manifests) |
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| Notebook Controller | apps/jupyter/notebook-controller/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/notebook-controller/config) |
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| Tensorboard Controller | apps/tensorboard/tensorboard-controller/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/tensorboard-controller/config) |
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| Central Dashboard | apps/centraldashboard/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/centraldashboard/manifests) |
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| Profiles + KFAM | apps/profiles/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/profile-controller/config) |
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| PodDefaults Webhook | apps/admission-webhook/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/admission-webhook/manifests) |
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| Jupyter Web App | apps/jupyter/jupyter-web-app/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/crud-web-apps/jupyter/manifests) |
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| Tensorboards Web App | apps/tensorboard/tensorboards-web-app/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/crud-web-apps/tensorboards/manifests) |
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| Volumes Web App | apps/volumes-web-app/upstream | [v1.6.0-rc.3](https://github.com/kubeflow/kubeflow/tree/v1.6.0-rc.3/components/crud-web-apps/volumes/manifests) |
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| Notebook Controller | apps/jupyter/notebook-controller/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/notebook-controller/config) |
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| Tensorboard Controller | apps/tensorboard/tensorboard-controller/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/tensorboard-controller/config) |
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| Central Dashboard | apps/centraldashboard/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/centraldashboard/manifests) |
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| Profiles + KFAM | apps/profiles/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/profile-controller/config) |
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| PodDefaults Webhook | apps/admission-webhook/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/admission-webhook/manifests) |
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| Jupyter Web App | apps/jupyter/jupyter-web-app/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/crud-web-apps/jupyter/manifests) |
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| Tensorboards Web App | apps/tensorboard/tensorboards-web-app/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/crud-web-apps/tensorboards/manifests) |
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| Volumes Web App | apps/volumes-web-app/upstream | [v1.6.0](https://github.com/kubeflow/kubeflow/tree/v1.6.0/components/crud-web-apps/volumes/manifests) |
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| Katib | apps/katib/upstream | [v0.14.0-rc.0](https://github.com/kubeflow/katib/tree/v0.14.0-rc.0/manifests/v1beta1) |
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| KServe | contrib/kserve/kserve | [release-0.8](https://github.com/kserve/kserve/tree/8079f375cbcedc4d45a1b4aade2e2308ea6f9ae8/install/v0.8.0) |
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| KServe Models Web App | contrib/kserve/models-web-app | [v0.8.1](https://github.com/kserve/models-web-app/tree/v0.8.1/config) |

apps/admission-webhook/upstream/base/kustomization.yaml

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app.kubernetes.io/name: poddefaults
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images:
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- name: docker.io/kubeflownotebookswg/poddefaults-webhook
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newTag: v1.6.0-rc.2
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newTag: v1.6.0
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namespace: kubeflow
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generatorOptions:
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disableNameSuffixHash: true

apps/centraldashboard/upstream/base/kustomization.yaml

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app.kubernetes.io/name: centraldashboard
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images:
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- name: docker.io/kubeflownotebookswg/centraldashboard
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newTag: v1.6.0-rc.2
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newTag: v1.6.0
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configMapGenerator:
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- envs:
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- params.env

apps/jupyter/jupyter-web-app/upstream/base/configs/spawner_ui_config.yaml

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spawnerFormDefaults:
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image:
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# The container Image for the user's Jupyter Notebook
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value: kubeflownotebookswg/jupyter-scipy:v1.6.0-rc.2
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value: kubeflownotebookswg/jupyter-scipy:v1.6.0
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# The list of available standard container Images
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options:
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- kubeflownotebookswg/jupyter-scipy:v1.6.0-rc.2
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- kubeflownotebookswg/jupyter-pytorch-full:v1.6.0-rc.2
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- kubeflownotebookswg/jupyter-pytorch-cuda-full:v1.6.0-rc.2
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- kubeflownotebookswg/jupyter-tensorflow-full:v1.6.0-rc.2
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- kubeflownotebookswg/jupyter-tensorflow-cuda-full:v1.6.0-rc.2
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- kubeflownotebookswg/jupyter-scipy:v1.6.0
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- kubeflownotebookswg/jupyter-pytorch-full:v1.6.0
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- kubeflownotebookswg/jupyter-pytorch-cuda-full:v1.6.0
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- kubeflownotebookswg/jupyter-tensorflow-full:v1.6.0
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- kubeflownotebookswg/jupyter-tensorflow-cuda-full:v1.6.0
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imageGroupOne:
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# The container Image for the user's Group One Server
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# The annotation `notebooks.kubeflow.org/http-rewrite-uri: /`
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# is applied to notebook in this group, configuring
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# the Istio rewrite for containers that host their web UI at `/`
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value: kubeflownotebookswg/codeserver-python:v1.6.0-rc.2
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value: kubeflownotebookswg/codeserver-python:v1.6.0
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# The list of available standard container Images
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options:
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- kubeflownotebookswg/codeserver-python:v1.6.0-rc.2
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- kubeflownotebookswg/codeserver-python:v1.6.0
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imageGroupTwo:
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# The container Image for the user's Group Two Server
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# The annotation `notebooks.kubeflow.org/http-rewrite-uri: /`
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# The annotation `notebooks.kubeflow.org/http-headers-request-set`
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# is applied to notebook in this group, configuring Istio
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# to add the `X-RStudio-Root-Path` header to requests
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value: kubeflownotebookswg/rstudio-tidyverse:v1.6.0-rc.2
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value: kubeflownotebookswg/rstudio-tidyverse:v1.6.0
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# The list of available standard container Images
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options:
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- kubeflownotebookswg/rstudio-tidyverse:v1.6.0-rc.2
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- kubeflownotebookswg/rstudio-tidyverse:v1.6.0
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# If true, hide registry and/or tag name in the image selection dropdown
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hideRegistry: true
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hideTag: false

apps/jupyter/jupyter-web-app/upstream/base/kustomization.yaml

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kustomize.component: jupyter-web-app
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images:
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- name: docker.io/kubeflownotebookswg/jupyter-web-app
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newTag: v1.6.0-rc.2
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newTag: v1.6.0
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# We need the name to be unique without the suffix because the original name is what
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# gets used with patches
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configMapGenerator:

apps/jupyter/notebook-controller/upstream/base/kustomization.yaml

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- ../default
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images:
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- name: docker.io/kubeflownotebookswg/notebook-controller
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newTag: v1.6.0-rc.2
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newTag: v1.6.0

apps/profiles/upstream/base/kustomization.yaml

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images:
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- name: docker.io/kubeflownotebookswg/profile-controller
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newTag: v1.6.0-rc.2
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newTag: v1.6.0
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configMapGenerator:
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- name: namespace-labels-data

apps/profiles/upstream/overlays/kubeflow/kustomization.yaml

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images:
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- name: docker.io/kubeflownotebookswg/kfam
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newTag: v1.6.0-rc.2
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newTag: v1.6.0

apps/tensorboard/tensorboard-controller/upstream/base/kustomization.yaml

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- patches/add_controller_config.yaml
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images:
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- name: docker.io/kubeflownotebookswg/tensorboard-controller
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newTag: v1.6.0-rc.2
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newTag: v1.6.0

apps/tensorboard/tensorboards-web-app/upstream/base/kustomization.yaml

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kustomize.component: tensorboards-web-app
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images:
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- name: docker.io/kubeflownotebookswg/tensorboards-web-app
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newTag: v1.6.0-rc.2
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newTag: v1.6.0
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# We need the name to be unique without the suffix because the original name is what
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# gets used with patches
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configMapGenerator:

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