Docker & Deployment

Services

Container	Image	Port	Purpose
airsafenet_frontend	Nginx + React	5173	Web dashboard
airsafenet_backend	ASP.NET Core 8	7276	REST API
airsafenet_ai	Python 3.11 + FastAPI	8000	AI inference
airsafenet_db	PostgreSQL 16	Internal	Database
airsafenet_nginx	Nginx Alpine	80/443	Reverse proxy (prod)

Commands

# Development (hot reload)
docker compose up -d

# Development with logs
docker compose up

# Production (with Nginx reverse proxy)
docker compose --profile prod up -d

# Production with registry images
docker compose -f docker-compose.yml -f docker-compose.prod.yml up -d

# Rebuild after code changes
docker compose up -d --build frontend

# View logs
docker compose logs -f ai_server

# Stop + remove containers
docker compose down

# Stop + remove volumes (full reset)
docker compose down -v

Persistent Volumes

Volume	Mount	Contents
postgres_data	/var/lib/postgresql/data	Database
ai_data	/app/data	Forecast/history CSV cache
ai_models	/app/models	Trained model .pkl files
backend_data	/app/data	Backend file storage

Development Override

docker-compose.override.yml is automatically loaded in development:

• Frontend: Vite dev server with hot reload on port 5173
• Backend: dotnet watch auto-restart
• AI Server: uvicorn --reload auto-restart
• Database: port 5432 exposed for pgAdmin/DBeaver

Production Deploy

# Tag and push images
git tag v1.0.0
git push origin v1.0.0
# → GitHub Actions auto-builds and pushes to ghcr.io

# Pull and run on server
export TAG=v1.0.0
docker compose -f docker-compose.yml -f docker-compose.prod.yml up -d