SystemMonitoring

FastAPI-based project integrating Prometheus and Grafana for monitoring and enhanced with AI-driven recommendation capabilities.

FastAPI + promethues + Grafana

Installation

There are only two prerequisites:

• Docker
• Docker-compose

git clone https://github.com/AryanSharma9917/SystemMonitoring.git

Usage

Start

docker-compose up -d

If you make any changes you can add --build.

docker-compose up --build -d

Stopping containers

docker-compose down

Container Logs

When running containers with detached mode (-d) they work in the background thus you can't see the flowing logs. If you want to check compose logs with cli you can use logs.

docker-compose logs --tail 50

• FastAPI: http://localhost:8000
• Prometheus: http://localhost:9090
• Grafana: http://localhost:3000

Changelogs

• Docker Image (Python to Python Slim)
• requirements.txt
  • scikit-learn & pandas
• docker-compose.yaml
  • Changed folder structure for Grafana provisioning
  • Change dashboard metrics & graphs
• Added data folder and data_create.py
• Added a touch of AI
  • Created user similarity and item similarity matrices

Docker Image

https://hub.docker.com/r/aryansharma04/systemmonitoring

Screenshots :

API

Grafana