Script to forecast Jetstream usage - Githubissues

zonca / jupyterhub-deploy-kubernetes-jetstream

Configuration files for my tutorials on deploying JupyterHub on top of Kubernetes on XSEDE Jetstream (Openstack)

https://zonca.dev/categories/#jetstream

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Script to forecast Jetstream usage #85

Open zonca opened 1 month ago

zonca commented 1 month ago

@ana-v-espinoza I'm interested in this script!

ana-v-espinoza commented 1 month ago

Hey Andrea,

It's a hastily written python script that could likely use a lot of improvements. Find it below.

A quick run down is:

Generate an Openstack token
Use this token to query the JS2 Accounting API
Parse the output to get your current amount of used SUs
Save to a csv file

An "analysis" of the data (a very simple linear model) is then done to determine the usage rate and make any predictions about future SU usage.

https://github.com/Unidata/science-gateway/blob/master/openstack/bin/usage-monitoring/usage_monitoring.py