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docker-compose.yml
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342 lines (326 loc) · 7.62 KB
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version: '3.8'
services:
# Main Helicopter application
helicopter-dev:
build:
context: .
target: development
ports:
- "8000:8000"
- "8888:8888" # Jupyter notebook
volumes:
- .:/app
- helicopter-cache:/app/cache
- helicopter-models:/app/models
- helicopter-data:/app/data
environment:
- HELICOPTER_ENV=development
- CUDA_VISIBLE_DEVICES=0
- WANDB_MODE=offline
env_file:
- env.example
depends_on:
- redis
- postgres
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: 1
capabilities: [gpu]
restart: unless-stopped
networks:
- helicopter-network
# Production Helicopter application
helicopter-prod:
build:
context: .
target: production
ports:
- "80:8000"
volumes:
- helicopter-models:/app/models
- helicopter-data:/app/data
- helicopter-cache:/app/cache
environment:
- HELICOPTER_ENV=production
- CUDA_VISIBLE_DEVICES=0
env_file:
- .env
depends_on:
- redis
- postgres
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: 1
capabilities: [gpu]
restart: unless-stopped
networks:
- helicopter-network
profiles:
- production
# Training service for model training
helicopter-training:
build:
context: .
target: training
volumes:
- helicopter-models:/app/models
- helicopter-data:/app/data
- helicopter-cache:/app/cache
- ./training_configs:/app/training_configs
environment:
- HELICOPTER_ENV=training
- CUDA_VISIBLE_DEVICES=0
- WANDB_PROJECT=helicopter
env_file:
- .env
depends_on:
- redis
- postgres
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: all
capabilities: [gpu]
networks:
- helicopter-network
profiles:
- training
# Inference-only service
helicopter-inference:
build:
context: .
target: inference
ports:
- "8001:8000"
volumes:
- helicopter-models:/app/models:ro
environment:
- HELICOPTER_ENV=inference
- CUDA_VISIBLE_DEVICES=0
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: 1
capabilities: [gpu]
restart: unless-stopped
networks:
- helicopter-network
profiles:
- inference
# Redis for caching and job queue
redis:
image: redis:7-alpine
ports:
- "6379:6379"
volumes:
- redis-data:/data
command: redis-server --appendonly yes
restart: unless-stopped
networks:
- helicopter-network
# PostgreSQL for metadata and analysis storage
postgres:
image: postgres:15-alpine
ports:
- "5432:5432"
volumes:
- postgres-data:/var/lib/postgresql/data
- ./scripts/init_db.sql:/docker-entrypoint-initdb.d/init_db.sql
environment:
- POSTGRES_DB=helicopter
- POSTGRES_USER=helicopter
- POSTGRES_PASSWORD=helicopter_password
restart: unless-stopped
networks:
- helicopter-network
# Nginx reverse proxy for production
nginx:
image: nginx:alpine
ports:
- "443:443"
- "80:80"
volumes:
- ./nginx.conf:/etc/nginx/nginx.conf:ro
- ./ssl:/etc/nginx/ssl:ro
depends_on:
- helicopter-prod
restart: unless-stopped
networks:
- helicopter-network
profiles:
- production
# Prometheus for monitoring
prometheus:
image: prom/prometheus:latest
ports:
- "9090:9090"
volumes:
- ./prometheus.yml:/etc/prometheus/prometheus.yml:ro
- prometheus-data:/prometheus
command:
- '--config.file=/etc/prometheus/prometheus.yml'
- '--storage.tsdb.path=/prometheus'
- '--web.console.libraries=/etc/prometheus/console_libraries'
- '--web.console.templates=/etc/prometheus/consoles'
- '--web.enable-lifecycle'
restart: unless-stopped
networks:
- helicopter-network
profiles:
- monitoring
# Grafana for visualization
grafana:
image: grafana/grafana:latest
ports:
- "3000:3000"
volumes:
- grafana-data:/var/lib/grafana
- ./grafana/dashboards:/etc/grafana/provisioning/dashboards:ro
- ./grafana/datasources:/etc/grafana/provisioning/datasources:ro
environment:
- GF_SECURITY_ADMIN_PASSWORD=admin
- GF_USERS_ALLOW_SIGN_UP=false
restart: unless-stopped
networks:
- helicopter-network
profiles:
- monitoring
# Jupyter notebook for development and research
jupyter:
build:
context: .
target: development
ports:
- "8888:8888"
volumes:
- .:/app
- helicopter-notebooks:/app/notebooks
- helicopter-data:/app/data
environment:
- JUPYTER_ENABLE_LAB=yes
- JUPYTER_TOKEN=helicopter
command: jupyter lab --ip=0.0.0.0 --port=8888 --allow-root --no-browser
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: 1
capabilities: [gpu]
networks:
- helicopter-network
profiles:
- development
# MinIO for object storage
minio:
image: minio/minio:latest
ports:
- "9000:9000"
- "9001:9001"
volumes:
- minio-data:/data
environment:
- MINIO_ROOT_USER=helicopter
- MINIO_ROOT_PASSWORD=helicopter_storage
command: server /data --console-address ":9001"
restart: unless-stopped
networks:
- helicopter-network
profiles:
- storage
# Celery worker for background tasks
celery-worker:
build:
context: .
target: development
volumes:
- helicopter-models:/app/models
- helicopter-data:/app/data
- helicopter-cache:/app/cache
environment:
- HELICOPTER_ENV=development
- CELERY_BROKER_URL=redis://redis:6379/0
- CELERY_RESULT_BACKEND=redis://redis:6379/0
env_file:
- .env
depends_on:
- redis
- postgres
command: celery -A helicopter.worker worker --loglevel=info
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: 1
capabilities: [gpu]
networks:
- helicopter-network
profiles:
- worker
# Celery beat scheduler
celery-beat:
build:
context: .
target: development
volumes:
- helicopter-data:/app/data
environment:
- CELERY_BROKER_URL=redis://redis:6379/0
- CELERY_RESULT_BACKEND=redis://redis:6379/0
depends_on:
- redis
command: celery -A helicopter.worker beat --loglevel=info
networks:
- helicopter-network
profiles:
- worker
# Flower for Celery monitoring
flower:
build:
context: .
target: development
ports:
- "5555:5555"
environment:
- CELERY_BROKER_URL=redis://redis:6379/0
- CELERY_RESULT_BACKEND=redis://redis:6379/0
depends_on:
- redis
command: celery -A helicopter.worker flower --port=5555
networks:
- helicopter-network
profiles:
- worker
volumes:
helicopter-cache:
driver: local
helicopter-models:
driver: local
helicopter-data:
driver: local
helicopter-notebooks:
driver: local
redis-data:
driver: local
postgres-data:
driver: local
prometheus-data:
driver: local
grafana-data:
driver: local
minio-data:
driver: local
networks:
helicopter-network:
driver: bridge