Update: Remove database dependency and optimize code

app.py

@@ -12,7 +12,6 @@ import logging
 from dotenv import load_dotenv
 from mo_optimizer import MOPrintOptimizer
 from core.analysis import DefectDetector, ImageProcessor
-from core.database import PrintJob
 from datetime import datetime
 import requests
 from PIL import Image
@@ -106,19 +105,6 @@ def on_message(client, userdata, message):
                 })
                 # update interface display
                 s3_image.update(value=image_url)
-                
-                # record to database
-                if hasattr(demo, 'db_manager'):
-                    job = demo.db_manager.session.query(PrintJob).filter_by(
-                        square_id=data.get("square_id"),
-                        status="printing"
-                    ).first()
-                    if job:
-                        job.match_image(
-                            image_url,
-                            datetime.strptime(data.get("timestamp"), "%Y-%m-%d %H:%M:%S")
-                        )
-                        demo.db_manager.session.commit()
         
         elif "status" in message.topic:
             # update status

requirements.txt

@@ -2,25 +2,26 @@
 gradio>=4.0.0
 
 # Core Data Processing
-numpy>=1.20.0
+numpy>=1.24.0
 pandas>=1.3.0
 scipy>=1.7.0
 
 # Image Processing
-opencv-python-headless>=4.5.0
-scikit-image>=0.19.0
-Pillow>=8.0.0
+opencv-python>=4.8.0
+scikit-image>=0.21.0
+Pillow>=10.0.0
 
 # Machine Learning
-scikit-learn>=0.24.0
+scikit-learn>=1.3.0
 hdbscan>=0.8.29
 
 # Communication
 paho-mqtt>=1.6.1
 
 # Configuration
-python-dotenv>=0.19.0
+python-dotenv>=1.0.0
 
 # Utilities
 tqdm>=4.62.0
-matplotlib>=3.4.0 
+matplotlib>=3.4.0
+requests>=2.31.0