I have a two node kubernetes cluster on a linux server and I use the kubernetes api to pull stats about them using a http api through kubeproxy. However I haven't found any good documentation on how to use https. I am kinda new to setting up environments so a lot of the high level documentation goes over me.
How to use https to call the kubernetes api server
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You need to configure https on kubernetes api server. You can check Kelseys's https://github.com/kelseyhightower/kubernetes-the-hard-way
Also look at this doc https://kubernetes.io/docs/admin/accessing-the-api/
Configuring kubernetes SSL manualy may be hard. If you have troubles try to use kubeadm utility - https://kubernetes.io/docs/setup/independent/create-cluster-kubeadm/