import requests
import os

url = "http://127.0.0.1:8000/detect"
# Use a dummy small image or any file
# Since I don't have a real image handy that I'm sure of, I'll try to find one or create a dummy 
# Actually, I'll just check if there are any images in the directory
files = [f for f in os.listdir('.') if f.endswith(('.jpg', '.png'))]
if not files:
    print("No images found for testing.")
else:
    img_path = files[0]
    with open(img_path, 'rb') as f:
        r = requests.post(url, files={'file': f}, data={'model': 'yolo'})
        print(f"Status Code: {r.status_code}")
        if r.status_code == 200:
            data = r.json()
            print("Comparison Keys:", data.get('comparison', {}).keys())
            print("Full Comparison:", data.get('comparison'))
        else:
            print(f"Error: {r.text}")