Use it when
- You want to create interactive dashboards, graphs, and alerts to improve your system monitoring.
- You want integration with several popular data sources such as Prometheus, Postgres, MySQL, etc.
Watch out
- Grafana is a general-purpose tool for creating dashboards and alerts and should be used next to tools that calculate and log information about your models and data.
Example stacks
Airflow + MLflow stack
Installation
sudo apt-get install -y adduser libfontconfig1
wget https://dl.grafana.com/oss/release/grafana_8.5.5_amd64.deb
sudo dpkg -i grafana_8.5.5_amd64.deb