src/main.py

#!/usr/bin/env python3
"""
Codette Web Application Entry Point
Imports and orchestrates all Codette AI framework modules
"""

import asyncio
import logging
from pathlib import Path
import sys
import os

# Add project root to Python path
project_root = Path(__file__).parent.parent
sys.path.insert(0, str(project_root))

# Core Codette imports
from ai_core import AICore
from ai_core_system import AICore as AISystem
from codette import Codette
from codette2 import CodetteCQURE
from cognitive_processor import CognitiveProcessor
from defense_system import DefenseSystem
from health_monitor import HealthMonitor
from config_manager import EnhancedAIConfig
from fractal import analyze_identity

# Quantum and simulation imports
from quantum_harmonic_framework import quantum_harmonic_dynamics
from codette_quantum_multicore import codette_experiment_task
from codette_meta_3d import *
from codette_timeline_animation import *

# Component imports
from Codette_final.components.adaptive_learning import AdaptiveLearningEnvironment
from Codette_final.components.ai_driven_creativity import AIDrivenCreativity
from Codette_final.components.ethical_governance import EthicalAIGovernance
from Codette_final.components.sentiment_analysis import EnhancedSentimentAnalyzer
from Codette_final.components.real_time_data import RealTimeDataIntegrator

# Authentication and security
from cognitive_auth import CognitiveAuthManager

# Utilities
import numpy as np
import matplotlib.pyplot as plt
from typing import Dict, List, Any, Optional

# Configure logging
logging.basicConfig(
    level=logging.INFO,
    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
)
logger = logging.getLogger(__name__)

class CodetteWebApplication:
    """Main Codette Web Application Class"""
    
    def __init__(self):
        logger.info("Initializing Codette Web Application...")
        
        # Core AI systems
        self.ai_core = None
        self.ai_system = None
        self.codette_classic = None
        self.codette_cqure = None
        
        # Processing engines
        self.cognitive_processor = None
        self.defense_system = None
        self.health_monitor = None
        
        # Component systems
        self.learning_env = None
        self.creativity_engine = None
        self.ethical_gov = None
        self.sentiment_analyzer = None
        self.data_integrator = None
        
        # Authentication
        self.auth_manager = CognitiveAuthManager()
        
        # Configuration
        self.config = None
        
        self._initialize_systems()
    
    def _initialize_systems(self):
        """Initialize all Codette subsystems"""
        try:
            # Load configuration
            self.config = EnhancedAIConfig("config.json")
            logger.info("Configuration loaded successfully")
            
            # Initialize core AI systems
            self.ai_core = AICore()
            logger.info("AI Core initialized")
            
            # Initialize classic Codette
            self.codette_classic = Codette(user_name="WebUser")
            logger.info("Classic Codette initialized")
            
            # Initialize CQURE system
            self.codette_cqure = CodetteCQURE(
                perspectives=["Newton", "DaVinci", "Ethical", "Quantum", "Memory"],
                ethical_considerations="Codette Manifesto: kindness, inclusion, safety, hope.",
                spiderweb_dim=5,
                memory_path="quantum_cocoon.json",
                recursion_depth=4,
                quantum_fluctuation=0.07
            )
            logger.info("Codette CQURE initialized")
            
            # Initialize processing engines
            self.cognitive_processor = CognitiveProcessor(["scientific", "creative", "emotional"])
            self.defense_system = DefenseSystem(["evasion", "adaptability", "barrier"])
            self.health_monitor = HealthMonitor()
            logger.info("Processing engines initialized")
            
            # Initialize components
            self.learning_env = AdaptiveLearningEnvironment()
            self.creativity_engine = AIDrivenCreativity()
            self.ethical_gov = EthicalAIGovernance()
            self.sentiment_analyzer = EnhancedSentimentAnalyzer()
            self.data_integrator = RealTimeDataIntegrator()
            logger.info("Component systems initialized")
            
        except Exception as e:
            logger.error(f"System initialization failed: {e}")
            raise
    
    async def process_query(self, query: str, user_id: str = "web_user") -> Dict[str, Any]:
        """Process a query through all Codette systems"""
        try:
            logger.info(f"Processing query: {query}")
            
            # Health check first
            health_status = await self.health_monitor.check_status()
            
            # Sentiment analysis
            sentiment = self.sentiment_analyzer.analyze(query)
            
            # Cognitive processing
            insights = self.cognitive_processor.generate_insights(query)
            
            # Classic Codette response
            classic_response = self.codette_classic.respond(query)
            
            # CQURE response
            cqure_response = self.codette_cqure.answer(query)
            
            # Apply defense filters
            filtered_response = self.defense_system.apply_defenses(cqure_response)
            
            # Ethical governance
            ethical_decision = self.ethical_gov.enforce_policies(filtered_response)
            
            # Compile comprehensive response
            response = {
                "query": query,
                "insights": insights,
                "classic_response": classic_response,
                "cqure_response": filtered_response,
                "ethical_decision": ethical_decision,
                "sentiment": sentiment,
                "health_status": health_status,
                "timestamp": asyncio.get_event_loop().time()
            }
            
            logger.info("Query processed successfully")
            return response
            
        except Exception as e:
            logger.error(f"Query processing failed: {e}")
            return {
                "error": f"Processing failed: {str(e)}",
                "query": query,
                "timestamp": asyncio.get_event_loop().time()
            }
    
    def run_quantum_simulation(self, cores: int = 4) -> List[str]:
        """Run quantum simulation experiment"""
        try:
            logger.info(f"Running quantum simulation on {cores} cores")
            from multiprocessing import Pool
            
            with Pool(cores) as pool:
                jobs = list(range(cores))
                results = pool.map(codette_experiment_task, jobs)
            
            logger.info("Quantum simulation completed")
            return results
            
        except Exception as e:
            logger.error(f"Quantum simulation failed: {e}")
            return []
    
    def analyze_identity_fractal(self, micro_generations: List[Dict], 
                               informational_states: List[Dict],
                               perspectives: List[str]) -> Dict[str, Any]:
        """Perform fractal identity analysis"""
        try:
            quantum_analogies = {"entanglement": True, "limits": "Theoretical reasoning only"}
            philosophical_context = {"continuity": True, "emergent": True}
            
            results = analyze_identity(
                micro_generations,
                informational_states, 
                perspectives,
                quantum_analogies,
                philosophical_context
            )
            
            logger.info("Fractal identity analysis completed")
            return results
            
        except Exception as e:
            logger.error(f"Identity analysis failed: {e}")
            return {"error": str(e)}

# Global application instance
app = None

def get_app() -> CodetteWebApplication:
    """Get the global application instance"""
    global app
    if app is None:
        app = CodetteWebApplication()
    return app

async def main():
    """Main application entry point"""
    try:
        # Initialize application
        application = get_app()
        
        # Test query
        test_query = "What is the meaning of consciousness in AI?"
        response = await application.process_query(test_query)
        
        print("\n" + "="*50)
        print("CODETTE WEB APPLICATION INITIALIZED")
        print("="*50)
        print(f"Test Query: {test_query}")
        print(f"Response: {response}")
        print("="*50)
        
        return application
        
    except Exception as e:
        logger.error(f"Application startup failed: {e}")
        raise

if __name__ == "__main__":
    # Run the application
    asyncio.run(main())