from services.classifier import classify_garment
import requests
import os

def test_local_classifier():
    print("Testing Local Classifier with Real Image...")
    
    # Download Jeans
    if not os.path.exists("temp_jeans.jpg"):
        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)

    # Classify
    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_local_classifier()