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docker-compose.yml
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80 lines (75 loc) · 2.38 KB
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# Docker Compose configuration for Heart Disease Prediction Application
# Defines services for API and Streamlit web app
version: '3.8'
services:
# ==========================================================================
# FastAPI Backend Service
# ==========================================================================
api:
build:
context: .
dockerfile: Dockerfile
target: runtime
container_name: heart-disease-api
ports:
- "${API_PORT:-8000}:8000"
environment:
- API_HOST=0.0.0.0
- API_PORT=8000
- PYTHONPATH=/app
volumes:
# Mount models directory for easy model updates without rebuild
- ./models:/app/models:ro
- ./data:/app/data:ro
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
interval: 30s
timeout: 10s
retries: 3
start_period: 10s
restart: unless-stopped
networks:
- heart-disease-network
# ==========================================================================
# Streamlit Frontend Service
# ==========================================================================
streamlit:
build:
context: .
dockerfile: Dockerfile
target: runtime
container_name: heart-disease-streamlit
ports:
- "${STREAMLIT_PORT:-8501}:8501"
environment:
- STREAMLIT_SERVER_PORT=8501
- STREAMLIT_SERVER_ADDRESS=0.0.0.0
- STREAMLIT_SERVER_HEADLESS=true
- STREAMLIT_BROWSER_GATHER_USAGE_STATS=false
# API URL points to the api service within Docker network
- API_URL=http://api:8000
command: >
streamlit run app/streamlit_app.py
--server.port=8501
--server.address=0.0.0.0
--server.headless=true
--browser.gatherUsageStats=false
depends_on:
api:
condition: service_healthy
restart: unless-stopped
networks:
- heart-disease-network
# =============================================================================
# Networks
# =============================================================================
networks:
heart-disease-network:
driver: bridge
name: heart-disease-network
# =============================================================================
# Volumes (optional - for persistent data)
# =============================================================================
volumes:
model-data:
driver: local