Site icon R-bloggers

Complete monitoring stack for ShinyProxy on Kubernetes

[This article was first published on Open Analytics, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.

Introduction

For some time now, ShinyProxy is able to export metrics using Prometheus. After releasing this feature, we provided a dashboard for Grafana to visualize these metrics. Although this provides a good basis to build a monitoring setup around ShinyProxy, it does not provide insights in logs or resource usage of individual apps. To fill this gap, we are publishing a GitHub repository containing a comprehensive monitoring set up for ShinyProxy on Kubernetes. The repository contains all Kubernetes manifests required to set up and integrate Prometheus, Loki and Grafana.

Dashboards

The stack allows you to view

We fine-tuned the six Grafana dashboards to be fast, even if retrieving data for a long period and a large amount of apps.

Check out the repository for the complete explanation. We are looking forward to any feedback on the issue tracker of the repository. Have fun!

To leave a comment for the author, please follow the link and comment on their blog: Open Analytics.

R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.