I know how to get information(limit, request, usage) of cpu and memory from metrics-server.
But I don't know how to get network information(Memory Distribution, Network Traffic(KBps), Network Utilization) from metrics-server.
Essentially, metrics-server don't provide network information? Is there another way?
I should develop with python.
Metrics server does not export these kind of metrics but Prometheus Node Exporter does. Node exporter run as a systemd service that will periodically (every 1 second) gather all the metrics of your system.
You can check all the list of the collectors here. You may also want to check this article about monitoring network with prometheus.