test_server.py

#!/usr/bin/env python3
"""
Test script for Devam Jersey Server
"""

import requests
import json
from PIL import Image
import numpy as np
import io

def create_test_image():
    """Create a simple test image"""
    # Create a 224x224 RGB test image
    img_array = np.random.randint(0, 255, (224, 224, 3), dtype=np.uint8)
    img = Image.fromarray(img_array)
    
    # Convert to bytes
    img_byte_arr = io.BytesIO()
    img.save(img_byte_arr, format='PNG')
    img_byte_arr = img_byte_arr.getvalue()
    
    return img_byte_arr

def test_endpoints(base_url="http://localhost:7860"):
    """Test all endpoints of the server"""
    print(f"🧪 Testing server at {base_url}")
    print("=" * 50)
    
    # Test root endpoint
    try:
        response = requests.get(f"{base_url}/")
        if response.status_code == 200:
            print("✅ Root endpoint working")
            data = response.json()
            print(f"   Status: {data.get('status')}")
            print(f"   Models loaded: {data.get('models_loaded')}")
        else:
            print(f"❌ Root endpoint failed: {response.status_code}")
    except Exception as e:
        print(f"❌ Root endpoint error: {e}")
    
    # Test DINO endpoint
    try:
        test_image = create_test_image()
        files = {'file': ('test.png', test_image, 'image/png')}
        response = requests.post(f"{base_url}/dino", files=files)
        if response.status_code == 200:
            print("✅ DINO endpoint working")
            data = response.json()
            print(f"   Features length: {len(data.get('features', []))}")
        else:
            print(f"❌ DINO endpoint failed: {response.status_code}")
            print(f"   Response: {response.text}")
    except Exception as e:
        print(f"❌ DINO endpoint error: {e}")
    
    # Test FAISS endpoint
    try:
        # Create dummy features (768-dimensional for DINOv2 base)
        dummy_features = np.random.random(768).tolist()
        payload = {"features": dummy_features}
        response = requests.post(f"{base_url}/faiss", json=payload)
        if response.status_code == 200:
            print("✅ FAISS endpoint working")
            data = response.json()
            results = data.get('results', [])
            print(f"   Results count: {len(results)}")
        else:
            print(f"❌ FAISS endpoint failed: {response.status_code}")
            print(f"   Response: {response.text}")
    except Exception as e:
        print(f"❌ FAISS endpoint error: {e}")
    
    # Test YOLO endpoint
    try:
        test_image = create_test_image()
        files = {'file': ('test.png', test_image, 'image/png')}
        response = requests.post(f"{base_url}/yolo", files=files)
        if response.status_code == 200:
            print("✅ YOLO endpoint working")
            data = response.json()
            polygons = data.get('polygons', [])
            print(f"   Polygons found: {len(polygons)}")
        else:
            print(f"❌ YOLO endpoint failed: {response.status_code}")
            print(f"   Response: {response.text}")
    except Exception as e:
        print(f"❌ YOLO endpoint error: {e}")

def main():
    print("🚀 Devam Jersey Server - Local Test")
    print("=" * 50)
    
    # Check if server is running
    try:
        response = requests.get("http://localhost:7860/", timeout=5)
        print("✅ Server is running locally")
        test_endpoints()
    except requests.exceptions.ConnectionError:
        print("❌ Server is not running locally")
        print("\n📋 To start the server locally:")
        print("1. Install dependencies: pip install -r requirements.txt")
        print("2. Start server: python inference_server.py")
        print("3. Run this test again")
    except Exception as e:
        print(f"❌ Error testing server: {e}")

if __name__ == "__main__":
    main()