run.py

import os
import sys
import subprocess
import time
import webbrowser
import urllib.request

def install_dependencies():
    print("[*] Verifying system dependencies...")
    try:
        # Check and install requirements
        subprocess.check_call([sys.executable, "-m", "pip", "install", "-r", "requirements.txt"])
        print("[+] Dependency checks passed successfully!")
    except Exception as e:
        print(f"[-] Error installing dependencies: {e}")
        sys.exit(1)

def verify_models():
    models_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), "backend", "models")
    os.makedirs(models_dir, exist_ok=True)
    
    yunet_path = os.path.join(models_dir, "face_detection_yunet_2023mar.onnx")
    sface_path = os.path.join(models_dir, "face_recognition_sface_2021dec.onnx")
    
    yunet_url = "https://huggingface.co/opencv/face_detection_yunet/resolve/main/face_detection_yunet_2023mar.onnx"
    sface_url = "https://huggingface.co/opencv/face_recognition_sface/resolve/main/face_recognition_sface_2021dec.onnx"
    
    # Download helper
    def check_and_download(url, path, name):
        if os.path.exists(path) and os.path.getsize(path) > 10000:
            print(f"[+] Model '{name}' is already present and validated.")
            return
            
        print(f"[*] Downloading {name} ONNX model...")
        try:
            req = urllib.request.Request(url, headers={'User-Agent': 'Mozilla/5.0'})
            with urllib.request.urlopen(req) as response, open(path, 'wb') as out_file:
                out_file.write(response.read())
            print(f"[+] Successfully downloaded {name} ({os.path.getsize(path)} bytes)!")
        except Exception as e:
            print(f"[-] Failed to download {name}: {e}")
            sys.exit(1)
            
    check_and_download(yunet_url, yunet_path, "YuNet Face Detector")
    check_and_download(sface_url, sface_path, "SFace Vectorizer")

def launch_server():
    print("\n" + "="*60)
    print("      SECUREATTEND AI FACIAL ATTENDANCE CONTROL CENTER      ")
    print("="*60 + "\n")
    print("[*] Launching localized FastAPI server on Uvicorn...")
    
    # Open browser after a slight delay to let the server bind first
    def open_browser():
        time.sleep(2.0)
        print("[+] Opening UI dashboard in web browser: http://127.0.0.1:8000")
        webbrowser.open("http://127.0.0.1:8000")

    import threading
    threading.Thread(target=open_browser, daemon=True).start()

    try:
        import uvicorn
        # Run Uvicorn directly
        uvicorn.run("backend.main:app", host="127.0.0.1", port=8000, reload=False)
    except KeyboardInterrupt:
        print("\n[+] SecureAttend server shut down successfully.")
    except Exception as e:
        print(f"\n[-] Server execution failed: {e}")

if __name__ == "__main__":
    # 1. Install pip requirements
    install_dependencies()
    
    # 2. Check/download YuNet and SFace ONNX binaries
    verify_models()
    
    # 3. Fire up Uvicorn and browser UI
    launch_server()