update kubeflow dip-catalog
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### Manifests
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This folder contains manifests for installing `notebook-controller`. The structure is the following:
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```
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.
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├── crd
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├── default
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├── manager
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├── rbac
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├── samples
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├── base
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├── overlays
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│ ├── kubeflow
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│ └── standalone
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```
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The breakdown is the following:
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- `crd`, `default`, `manager`, `rbac`, `samples`: Kubebuilder-generated structure. We keep this in order to be compatible with kubebuilder workflows. This is not meant for the consumer of the manifests.
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- `base`, `overlays`: Kustomizations meant for consumption by the user:
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- `overlays/kubeflow`: Installs `notebook-controller` as part of Kubeflow. The resulting manifests should be the same as the result of the [deprecated `base_v3` from kubeflow/manifests](https://github.com/kubeflow/manifests/tree/306d02979124bc29e48152272ddd60a59be9306c/profiles/base_v3). At a glance, it makes the following changes:
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- Use namespace `kubeflow`.
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- Remove namespace resource.
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- Add KFAM container.
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- Add KFAM Service and VirtualService.
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- `overlays/standalone`: Install `notebook-controller` in its own namespace. Useful for testing or for users that prefer to install just the controller.
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### CRD Issue
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We patch the kubebuilder-generated CRD with an older version. That's because the validation was more relaxed in a previous version and now we ended up with some clients and resources in a state that fails more detailed validation, but works correctly. For more information, see: https://github.com/kubeflow/kubeflow/issues/5722
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