import subprocess
import sys
import os

def install_dependencies():
    print("Installing dependencies...")
    # Use -v for verbose output so user sees progress
    subprocess.check_call([sys.executable, "-m", "pip", "install", "-v", "-r", "requirements_train.txt"])

def main():
    install_dependencies()
    print("Dependencies installed. Starting training...")
    # Import train only after dependencies are installed
    import train
    train.main()

if __name__ == "__main__":
    main()