test_enhanced_analysis.py

#!/usr/bin/env python3
"""
Test script for the enhanced fashion analysis with refined prompt
"""

import requests
import json
import sys
from pathlib import Path

def test_enhanced_analysis(image_path, server_url="http://localhost:7861"):
    """Test the enhanced analysis endpoint"""
    
    if not Path(image_path).exists():
        print(f"Error: Image file {image_path} not found")
        return
    
    # Test the enhanced analysis endpoint
    print("🔍 Testing Enhanced Fashion Analysis")
    print("=" * 50)
    
    try:
        with open(image_path, 'rb') as f:
            files = {'file': f}
            response = requests.post(f"{server_url}/analyze-enhanced", files=files)
        
        if response.status_code == 200:
            print("✅ Enhanced Analysis Results:")
            print("-" * 30)
            print(response.text)
            print("-" * 30)
        else:
            print(f"❌ Error: {response.status_code} - {response.text}")
    
    except requests.exceptions.ConnectionError:
        print(f"❌ Error: Could not connect to server at {server_url}")
        print("Make sure the FastAPI server is running with: python fast.py")
    except Exception as e:
        print(f"❌ Error: {str(e)}")

def compare_analysis_methods(image_path, server_url="http://localhost:7861"):
    """Compare different analysis methods"""
    
    if not Path(image_path).exists():
        print(f"Error: Image file {image_path} not found")
        return
    
    print("🔍 Comparing Analysis Methods")
    print("=" * 50)
    
    endpoints = [
        ("/analyze-enhanced", "Enhanced Prompt Analysis"),
        ("/analyze-structured", "Structured Analysis"),
        ("/analyze", "Basic Analysis")
    ]
    
    for endpoint, name in endpoints:
        print(f"\n📋 {name}")
        print("-" * 30)
        
        try:
            with open(image_path, 'rb') as f:
                files = {'file': f}
                response = requests.post(f"{server_url}{endpoint}", files=files)
            
            if response.status_code == 200:
                if endpoint == "/analyze-structured":
                    # This returns JSON
                    try:
                        data = response.json()
                        print(json.dumps(data, indent=2))
                    except:
                        print(response.text)
                else:
                    print(response.text)
            else:
                print(f"❌ Error: {response.status_code} - {response.text}")
        
        except requests.exceptions.ConnectionError:
            print(f"❌ Error: Could not connect to server at {server_url}")
            break
        except Exception as e:
            print(f"❌ Error: {str(e)}")

def test_refined_prompt(server_url="http://localhost:7861"):
    """Test the refined prompt endpoint"""
    
    print("📝 Testing Refined Prompt")
    print("=" * 50)
    
    try:
        response = requests.get(f"{server_url}/refined-prompt")
        
        if response.status_code == 200:
            print("✅ Refined Prompt:")
            print("-" * 30)
            print(response.text)
            print("-" * 30)
        else:
            print(f"❌ Error: {response.status_code} - {response.text}")
    
    except requests.exceptions.ConnectionError:
        print(f"❌ Error: Could not connect to server at {server_url}")
    except Exception as e:
        print(f"❌ Error: {str(e)}")

def main():
    """Main function"""
    
    if len(sys.argv) < 2:
        print("Usage: python test_enhanced_analysis.py <image_path> [server_url]")
        print("Example: python test_enhanced_analysis.py test_image.jpg")
        print("Example: python test_enhanced_analysis.py test_image.jpg http://localhost:7861")
        return
    
    image_path = sys.argv[1]
    server_url = sys.argv[2] if len(sys.argv) > 2 else "http://localhost:7861"
    
    print("🎽 Enhanced Fashion Analysis Test")
    print("=" * 50)
    print(f"Image: {image_path}")
    print(f"Server: {server_url}")
    print("=" * 50)
    
    # Test the refined prompt first
    test_refined_prompt(server_url)
    
    print("\n")
    
    # Test enhanced analysis
    test_enhanced_analysis(image_path, server_url)
    
    print("\n")
    
    # Compare all methods
    compare_analysis_methods(image_path, server_url)

if __name__ == "__main__":
    main()