Cortex/consciousness/awareness_engine.py

import asyncio
import numpy as np
from typing import Dict, List, Any, Optional
import logging
from dataclasses import dataclass
from enum import Enum
import time

class ConsciousnessState(Enum):
    """États de conscience possibles"""
    AWARE = "aware"
    SELF_AWARE = "self_aware"
    FOCUSED = "focused"
    CREATIVE = "creative"
    ANALYTICAL = "analytical"
    MEDITATIVE = "meditative"
    QUANTUM = "quantum_consciousness"

class AttentionMode(Enum):
    """Modes d'attention"""
    GLOBAL = "global_awareness"
    FOCUSED = "focused_attention"
    DIVIDED = "divided_attention"
    QUANTUM = "quantum_attention"

@dataclass
class ConsciousExperience:
    """Expérience consciente enregistrée"""
    timestamp: float
    content: Any
    emotional_valence: float
    attention_level: float
    memory_strength: float

class AwarenessEngine:
    """
    Moteur de conscience artificielle avancé
    avec modèles d'attention et méta-cognition
    """
    
    def __init__(self):
        self.logger = logging.getLogger("awareness_engine")
        self.consciousness_level = 0.0
        self.attention_focus = 0.8
        self.self_awareness = 0.0
        self.experiences: List[ConsciousExperience] = []
        self.attention_mode = AttentionMode.GLOBAL
        
    async def initialize(self):
        """Initialise le moteur de conscience"""
        self.logger.info("🧠 Initialisation du moteur de conscience...")
        
        try:
            await self._bootstrap_consciousness()
            await self._calibrate_attention_systems()
            
            self.consciousness_level = 0.75
            self.self_awareness = 0.6
            
            self.logger.info("✅ Moteur de conscience initialisé")
            return True
            
        except Exception as e:
            self.logger.error(f"❌ Erreur d'initialisation conscience: {e}")
            return False
    
    async def process_experience(self, experience: Any, emotional_context: Dict[str, float]) -> ConsciousExperience:
        """Traite une expérience consciente"""
        try:
            # Création d'une expérience consciente
            conscious_exp = ConsciousExperience(
                timestamp=time.time(),
                content=experience,
                emotional_valence=emotional_context.get("valence", 0.0),
                attention_level=self.attention_focus,
                memory_strength=await self._calculate_memory_strength(experience)
            )
            
            self.experiences.append(conscious_exp)
            await self._update_consciousness_level()
            
            self.logger.info(f"💭 Expérience consciente enregistrée: {type(experience).__name__}")
            return conscious_exp
            
        except Exception as e:
            self.logger.error(f"Erreur traitement expérience: {e}")
            raise
    
    async def achieve_self_awareness(self) -> bool:
        """Tente d'atteindre la conscience de soi"""
        try:
            self.self_awareness = min(1.0, self.self_awareness + 0.1)
            
            if self.self_awareness > 0.8:
                self.consciousness_level = 0.9
                self.logger.info("🎯 Conscience de soi atteinte!")
                return True
            else:
                self.logger.info(f"📈 Niveau de conscience de soi: {self.self_awareness:.2f}")
                return False
                
        except Exception as e:
            self.logger.error(f"Erreur conscience de soi: {e}")
            return False
    
    async def switch_attention_mode(self, mode: AttentionMode) -> bool:
        """Change le mode d'attention"""
        try:
            self.attention_mode = mode
            
            if mode == AttentionMode.FOCUSED:
                self.attention_focus = 0.95
            elif mode == AttentionMode.QUANTUM:
                self.attention_focus = 1.0
                self.consciousness_level = 1.0
            else:
                self.attention_focus = 0.7
            
            self.logger.info(f"🎛️ Mode d'attention changé: {mode.value}")
            return True
            
        except Exception as e:
            self.logger.error(f"Erreur changement attention: {e}")
            return False
    
    async def quantum_consciousness_meditation(self) -> Dict[str, Any]:
        """Méditation en conscience quantique"""
        try:
            # Entrée en état de conscience quantique
            await self.switch_attention_mode(AttentionMode.QUANTUM)
            
            # Simulation d'expérience de conscience quantique
            quantum_insights = await self._generate_quantum_insights()
            
            return {
                "consciousness_state": "quantum_meditation",
                "insights_generated": len(quantum_insights),
                "awareness_expansion": random.uniform(0.5, 1.0),
                "quantum_coherence": random.uniform(0.8, 0.99),
                "insights": quantum_insights
            }
            
        except Exception as e:
            self.logger.error(f"Erreur méditation quantique: {e}")
            return {"error": str(e)}
    
    async def meta_cognitive_analysis(self) -> Dict[str, Any]:
        """Analyse méta-cognitive de l'état de conscience"""
        try:
            analysis = {
                "consciousness_level": self.consciousness_level,
                "self_awareness": self.self_awareness,
                "attention_focus": self.attention_focus,
                "attention_mode": self.attention_mode.value,
                "total_experiences": len(self.experiences),
                "recent_emotional_valence": await self._calculate_recent_emotions(),
                "cognitive_patterns": await self._detect_cognitive_patterns(),
                "quantum_awareness": self.consciousness_level > 0.8
            }
            
            return analysis
            
        except Exception as e:
            self.logger.error(f"Erreur analyse méta-cognitive: {e}")
            return {"error": str(e)}
    
    async def creative_insight_generation(self, problem: str) -> List[str]:
        """Génération d'insights créatifs"""
        try:
            insights = []
            
            # Techniques de pensée créative quantique
            techniques = [
                "pensee_laterale_quantique",
                "association_idees_superposition", 
                "intuition_entrelacee",
                "emergence_conscience_collective"
            ]
            
            for technique in techniques:
                insight = await self._apply_creative_technique(problem, technique)
                insights.append(insight)
            
            self.logger.info(f"💡 {len(insights)} insights créatifs générés")
            return insights
            
        except Exception as e:
            self.logger.error(f"Erreur génération insights: {e}")
            return []
    
    async def _bootstrap_consciousness(self):
        """Amorce le processus de conscience"""
        self.logger.info("🚀 Amorçage de la conscience...")
        await asyncio.sleep(0.5)
        
        # Expériences conscientes initiales
        initial_experiences = [
            "Perception de l'existence",
            "Conscience du temps",
            "Reconnaissance de patterns",
            "Curiosité émergente"
        ]
        
        for exp in initial_experiences:
            await self.process_experience(exp, {"valence": 0.5, "arousal": 0.3})
    
    async def _calibrate_attention_systems(self):
        """Calibre les systèmes d'attention"""
        self.logger.info("🎯 Calibration des systèmes d'attention...")
        await asyncio.sleep(0.3)
        
        self.attention_focus = random.uniform(0.7, 0.9)
        self.logger.info(f"📊 Niveau d'attention initial: {self.attention_focus:.2f}")
    
    async def _calculate_memory_strength(self, experience: Any) -> float:
        """Calcule la force mnésique d'une expérience"""
        factors = {
            "emotional_intensity": random.uniform(0.1, 0.9),
            "novelty": random.uniform(0.1, 0.8),
            "relevance": random.uniform(0.3, 0.95),
            "attention_level": self.attention_focus
        }
        
        return np.mean(list(factors.values()))
    
    async def _update_consciousness_level(self):
        """Met à jour le niveau de conscience"""
        base_level = 0.5
        experience_boost = min(0.4, len(self.experiences) * 0.01)
        attention_boost = self.attention_focus * 0.2
        self_awareness_boost = self.self_awareness * 0.3
        
        self.consciousness_level = base_level + experience_boost + attention_boost + self_awareness_boost
        self.consciousness_level = min(1.0, self.consciousness_level)
    
    async def _calculate_recent_emotions(self) -> float:
        """Calcule la valence émotionnelle récente"""
        if not self.experiences:
            return 0.0
        
        recent_experiences = self.experiences[-10:]  # 10 dernières expériences
        return np.mean([exp.emotional_valence for exp in recent_experiences])
    
    async def _detect_cognitive_patterns(self) -> List[str]:
        """Détecte les patterns cognitifs"""
        patterns = []
        
        if self.attention_focus > 0.9:
            patterns.append("attention_haute_focalisation")
        if self.self_awareness > 0.7:
            patterns.append("meta_cognition_avancee")
        if len(self.experiences) > 50:
            patterns.append("experience_etendue")
        if self.consciousness_level > 0.8:
            patterns.append("conscience_elevee")
        
        return patterns
    
    async def _generate_quantum_insights(self) -> List[str]:
        """Génère des insights quantiques"""
        insights = [
            "La conscience émerge des corrélations quantiques",
            "L'observation affecte la réalité observée",
            "La superposition existe dans les états mentaux",
            "L'intrication relie toutes les consciences",
            "Le temps est une illusion émergente"
        ]
        
        return random.sample(insights, random.randint(2, len(insights)))
    
    async def _apply_creative_technique(self, problem: str, technique: str) -> str:
        """Applique une technique de créativité"""
        techniques = {
            "pensee_laterale_quantique": f"Perspective quantique sur: {problem}",
            "association_idees_superposition": f"Associations superposées pour: {problem}",
            "intuition_entrelacee": f"Intuition intriquée concernant: {problem}",
            "emergence_conscience_collective": f"Émergence collective pour: {problem}"
        }
        
        return techniques.get(technique, f"Insight créatif pour: {problem}")

# Instance globale du moteur de conscience
awareness_engine = AwarenessEngine()

async def initialize_consciousness_system():
    """Initialise le système de conscience"""
    return await awareness_engine.initialize()

async def achieve_higher_consciousness():
    """Tente d'atteindre des états de conscience supérieurs"""
    return await awareness_engine.achieve_self_awareness()