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# Vertical Pod Autoscaler Migration | ||
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### Notice on switching to v1beta2 version (0.3.X to >=0.4.0) | ||
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In 0.4.0 we introduced a new version of the API - `autoscaling.k8s.io/v1beta2`. | ||
Full API is accessible [here](https://github.com/kubernetes/autoscaler/blob/master/vertical-pod-autoscaler/pkg/apis/autoscaling.k8s.io/v1beta2/types.go). | ||
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The change introduced is in the way you express which pods should be scaled by a | ||
given Vertical Pod Autoscaler. In short we are moving from label selectors to | ||
controller references. This change is introduced due to two main reasons: | ||
* Use of selectors is prone to misconfigurations - e.g. VPA objects targeting | ||
all pods, overlapping VPA objects | ||
* This change aligns VPA with [Horizontal Pod Autoscaler | ||
API](https://github.com/kubernetes/api/blob/master/autoscaling/v1/types.go) | ||
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Let's see an example ilustrating the change: | ||
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**[DEPRECATED]** In `v1beta1` pods to scale by VPA are specified by a | ||
[kubernetes label selector](https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/#label-selectors). | ||
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```yaml | ||
apiVersion: "autoscaling.k8s.io/v1beta1" | ||
kind: VerticalPodAutoscaler | ||
metadata: | ||
name: hamster-vpa-deprecated | ||
spec: | ||
selector: # selector is the deprecated way | ||
matchLabels: | ||
app: hamster | ||
``` | ||
**[RECOMMENDED]** In `v1beta2` pods to scale by VPA are specified by a | ||
target reference. This target will usually be a Deployment, as configured in the | ||
example below. | ||
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```yaml | ||
apiVersion: "autoscaling.k8s.io/v1beta2" | ||
kind: VerticalPodAutoscaler | ||
metadata: | ||
name: hamster-vpa | ||
spec: | ||
targetRef: | ||
apiVersion: "extensions/v1beta1" | ||
kind: Deployment | ||
name: hamster | ||
``` | ||
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The target object can be a well known controller (Deployment, ReplicaSet, DaemonSet, StatefulSet etc.) | ||
or any object that implements the scale subresource. VPA uses ScaleStatus to | ||
retrieve the pod set controlled by this object. | ||
If VerticalPodAutoscaler cannot use specified target it will report | ||
ConfigUnsupported condition. | ||
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Note that VerticalPodAutoscaler does not require full implementation | ||
of scale subresource - it will not use it to modify the replica count. | ||
The only thing retrieved is a label selector matching pods grouped by this controller. | ||
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See complete examples: | ||
* [v1beta2](./examples/hamster.yaml) | ||
* [v1beta1](./examples/hamster-deprecated.yaml) | ||
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You can perform a 0.3 to 0.4 upgrade without losing your VPA objects. | ||
The recommended way is as follows: | ||
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1. Run `./hack/vpa-apply-upgrade.sh` - this will restart your VPA installation with | ||
a new version, add the new API and keep all your VPA objects. | ||
1. Your `v1beta1` objects will be marked as deprecated but still work | ||
1. Switch your VPA definition to | ||
`apiVersion: "autoscaling.k8s.io/v1beta2"` | ||
1. Modify the VPA spec to: | ||
```yaml | ||
spec: | ||
# Note the empty selector field - this is needed to remove previously defined selector | ||
selector: | ||
targetRef: | ||
apiVersion: "extensions/v1beta1" | ||
kind: "Deployment" | ||
name: "<deployment_name>" # This matches the deployment name | ||
``` | ||
5. Kubectl apply -f the above | ||
You can also first try the new API in the `"Off"` mode. | ||
### Notice on switching from alpha to beta (<0.3.0 to 0.4.0+) | ||
**NOTE:** We highly recommend switching to the 0.4.X version. However, | ||
for instructions on switching to 0.3.X see the [0.3 version README](https://github.com/kubernetes/autoscaler/blob/vpa-release-0.3/vertical-pod-autoscaler/README.md) | ||
Between versions 0.2.x and 0.4.x there is an alpha to beta switch which includes | ||
a change of VPA apiVersion. The safest way to switch is to use `vpa-down.sh` | ||
script to tear down the old installation of VPA first. This will delete your old | ||
VPA objects that have been defined with `poc.autoscaling.k8s.io/v1alpha1` | ||
apiVersion. Then use `vpa-up.sh` to bring up the new version of VPA and create | ||
your VPA objects from the scratch, passing apiVersion | ||
`autoscaling.k8s.io/v1beta2` and switching from selector to targetRef, as | ||
described in the prevous section. |
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