from services.classifier import classify_garment
import requests
import os

def test_real():
    print("Downloading sample Jeans image...")
    # Get a real image of jeans
    img_url = "https://upload.wikimedia.org/wikipedia/commons/thumb/5/5a/Jeans.jpg/440px-Jeans.jpg"
    with open("temp_jeans.jpg", "wb") as f:
        f.write(requests.get(img_url).content)
        
    print("Calling Classifier Service...")
    
    # Check token visibility
    if os.path.exists("hf_token.txt"):
        print("hf_token.txt found.")
        with open("hf_token.txt", "r") as f:
            print(f"Token start: {f.read().strip()[:5]}...")
    else:
        print("❌ hf_token.txt NOT FOUND in cwd")

    cat, desc, tags = classify_garment("temp_jeans.jpg")
    
    print("\n--- RESULTS ---")
    print(f"Category: {cat}")
    print(f"Description: {desc}")
    print(f"Tags: {tags}")
    
    if cat == "bottom":
        print("✅ SUCCESS: Detected matching bottom")
    else:
        print("❌ FAILURE: Did not detect bottom")

if __name__ == "__main__":
    test_real()