docker-compose.yml

version: "3.9"

services:
  api:
    build: .
    container_name: credit-risk-api
    command: uvicorn api.main:app --host 0.0.0.0 --port 8000
    ports:
      - "8000:8000"
    volumes:
      - ./data:/app/data
      - ./models:/app/models
      - ./reports:/app/reports
      - ./mlruns:/app/mlruns
    environment:
      - PYTHONUNBUFFERED=1

  dashboard:
    build: .
    container_name: credit-risk-dashboard
    command: streamlit run dashboard/app.py --server.port 8501 --server.address 0.0.0.0
    ports:
      - "8501:8501"
    volumes:
      - ./data:/app/data
      - ./models:/app/models
      - ./reports:/app/reports
      - ./mlruns:/app/mlruns
    depends_on:
      - api

  mlflow:
    build: .
    container_name: credit-risk-mlflow
    command: mlflow ui --backend-store-uri /app/mlruns --host 0.0.0.0 --port 5000
    ports:
      - "5000:5000"
    volumes:
      - ./mlruns:/app/mlruns