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Check if the cluster is a managed cluster like EKS by fetching nodes and looking at their labels.
If so, tell the user this is likely a known false positive in the kube-prometheus-stack alert because Prometheus can't scrape the scheduler which is managed by the cloud provider.
On the other hand, if this is a self-managed Kubernetes, either the scheduler is really down (unlikely) or it is running but Prometheus can't scrape it.