Fix some layout issues in 12-15 blog
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Michael
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@ -5,7 +5,7 @@ date: 2022-12-15
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slug: dynamic-resource-allocation
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---
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**Authors:** Patrick Ohly (Intel), Kevin Klues (NVIDIA)
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**Authors:** Patrick Ohly (Intel), Kevin Klues (NVIDIA)
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Dynamic resource allocation is a new API for requesting resources. It is a
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generalization of the persistent volumes API for generic resources, making it possible to:
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@ -19,11 +19,11 @@ Third-party resource drivers are responsible for interpreting these parameters
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as well as tracking and allocating resources as requests come in.
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Dynamic resource allocation is an *alpha feature* and only enabled when the
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`DynamicResourceAllocation` [feature
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gate](/docs/reference/command-line-tools-reference/feature-gates/) and the
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`resource.k8s.io/v1alpha1` {{< glossary_tooltip text="API group"
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term_id="api-group" >}} are enabled. For details, see the
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`--feature-gates` and `--runtime-config` [kube-apiserver
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`DynamicResourceAllocation`
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[feature gate](/docs/reference/command-line-tools-reference/feature-gates/) and the
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`resource.k8s.io/v1alpha1`
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{{< glossary_tooltip text="API group" term_id="api-group" >}} are enabled. For details,
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see the `--feature-gates` and `--runtime-config` [kube-apiserver
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parameters](/docs/reference/command-line-tools-reference/kube-apiserver/).
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The kube-scheduler, kube-controller-manager and kubelet components all need
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the feature gate enabled as well.
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@ -39,8 +39,8 @@ for end-to-end testing, but also can be run manually. See
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## API
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The new `resource.k8s.io/v1alpha1` {{< glossary_tooltip text="API group"
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term_id="api-group" >}} provides four new types:
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The new `resource.k8s.io/v1alpha1` {{< glossary_tooltip text="API group" term_id="api-group" >}}
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provides four new types:
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ResourceClass
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: Defines which resource driver handles a certain kind of
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@ -89,7 +89,7 @@ will get created for this Pod and each container gets access to one of them.
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Assuming a resource driver called `resource-driver.example.com` was installed
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together with the following resource class:
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```
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```yaml
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apiVersion: resource.k8s.io/v1alpha1
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kind: ResourceClass
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name: resource.example.com
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@ -151,8 +151,7 @@ spec:
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In contrast to native resources (such as CPU or RAM) and
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[extended resources](/docs/concepts/configuration/manage-resources-containers/#extended-resources)
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(managed by a
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device plugin, advertised by kubelet), the scheduler has no knowledge of what
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(managed by a device plugin, advertised by kubelet), the scheduler has no knowledge of what
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dynamic resources are available in a cluster or how they could be split up to
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satisfy the requirements of a specific ResourceClaim. Resource drivers are
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responsible for that. Drivers mark ResourceClaims as _allocated_ once resources
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@ -227,8 +226,8 @@ It is up to the driver developer to decide how these two components
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communicate. The [KEP](https://github.com/kubernetes/enhancements/blob/master/keps/sig-node/3063-dynamic-resource-allocation/README.md) outlines an [approach using
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CRDs](https://github.com/kubernetes/enhancements/tree/master/keps/sig-node/3063-dynamic-resource-allocation#implementing-a-plugin-for-node-resources).
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Within SIG Node, we also plan to provide a complete [example
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driver](https://github.com/kubernetes-sigs/dra-example-driver) that can serve
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Within SIG Node, we also plan to provide a complete
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[example driver](https://github.com/kubernetes-sigs/dra-example-driver) that can serve
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as a template for other drivers.
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## Running the test driver
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@ -259,15 +258,16 @@ $ RUNTIME_CONFIG=resource.k8s.io/v1alpha1 \
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PATH=$(pwd)/third_party/etcd:$PATH \
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./hack/local-up-cluster.sh -O
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...
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To start using your cluster, you can open up another terminal/tab and run:
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export KUBECONFIG=/var/run/kubernetes/admin.kubeconfig
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...
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```
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Once the cluster is up, in another
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terminal run the test driver controller. `KUBECONFIG` must be set for all of
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the following commands.
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To start using your cluster, you can open up another terminal/tab and run:
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```console
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$ export KUBECONFIG=/var/run/kubernetes/admin.kubeconfig
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```
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Once the cluster is up, in another terminal run the test driver controller.
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`KUBECONFIG` must be set for all of the following commands.
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```console
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$ go run ./test/e2e/dra/test-driver --feature-gates ContextualLogging=true -v=5 controller
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@ -319,7 +319,7 @@ user_a='b'
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## Next steps
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- See the
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[Dynamic Resource Allocation](https://github.com/kubernetes/enhancements/blob/master/keps/sig-node/3063-dynamic-resource-allocation/README.md)
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[Dynamic Resource Allocation](https://github.com/kubernetes/enhancements/blob/master/keps/sig-node/3063-dynamic-resource-allocation/README.md)
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KEP for more information on the design.
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- Read [Dynamic Resource Allocation](/docs/concepts/scheduling-eviction/dynamic-resource-allocation/)
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in the official Kubernetes documentation.
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@ -328,6 +328,6 @@ user_a='b'
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and / or the [CNCF Container Orchestrated Device Working Group](https://github.com/cncf/tag-runtime/blob/master/wg/COD.md).
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- You can view or comment on the [project board](https://github.com/orgs/kubernetes/projects/95/views/1)
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for dynamic resource allocation.
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- In order to move this feature towards beta, we need feedback from hardware
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- In order to move this feature towards beta, we need feedback from hardware
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vendors, so here's a call to action: try out this feature, consider how it can help
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with problems that your users are having, and write resource drivers…
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