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@ -337,9 +337,9 @@ APIs, cluster administrators must ensure that:
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* For external metrics, this is the `external.metrics.k8s.io` API. It may be provided by the custom metrics adapters provided above.
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For more information on these different metrics paths and how they differ please see the relevant design proposals for
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[the HPA V2](https://github.com/kubernetes/community/blob/master/contributors/design-proposals/autoscaling/hpa-v2.md),
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[custom.metrics.k8s.io](https://github.com/kubernetes/community/blob/master/contributors/design-proposals/instrumentation/custom-metrics-api.md)
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and [external.metrics.k8s.io](https://github.com/kubernetes/community/blob/master/contributors/design-proposals/instrumentation/external-metrics-api.md).
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[the HPA V2](https://github.com/kubernetes/design-proposals-archive/blob/main/autoscaling/hpa-v2.md),
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[custom.metrics.k8s.io](https://github.com/kubernetes/design-proposals-archive/blob/main/instrumentation/custom-metrics-api.md)
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and [external.metrics.k8s.io](https://github.com/kubernetes/design-proposals-archive/blob/main/instrumentation/external-metrics-api.md).
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For examples of how to use them see [the walkthrough for using custom metrics](/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics)
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and [the walkthrough for using external metrics](/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-metrics-not-related-to-kubernetes-objects).
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