#!/usr/bin/env python3
"""
Codette Framework Imports Module
Centralized import management for all Codette AI components
"""

import sys
import logging
from pathlib import Path
from typing import Dict, Any, List, Optional

# Setup logging
logger = logging.getLogger(__name__)

# Core Framework Imports
try:
    from ai_core import AICore
    from ai_core_system import AICore as AISystemCore
    from ai_core_identityscan import AICore as AIIdentityCore
except ImportError as e:
    logger.warning(f"Core AI imports failed: {e}")
    AICore = AISystemCore = AIIdentityCore = None

# Codette Variants
try:
    from codette import Codette
    from codette2 import CodetteCQURE
except ImportError as e:
    logger.warning(f"Codette variant imports failed: {e}")
    Codette = CodetteCQURE = None

# Cognitive Systems
try:
    from cognitive_processor import CognitiveProcessor
    from cognitive_auth import CognitiveAuthManager
    from defense_system import DefenseSystem
    from health_monitor import HealthMonitor
    from config_manager import EnhancedAIConfig
except ImportError as e:
    logger.warning(f"Cognitive system imports failed: {e}")
    CognitiveProcessor = CognitiveAuthManager = DefenseSystem = None
    HealthMonitor = EnhancedAIConfig = None

# Quantum and Scientific Computing
try:
    from quantum import *
    from quantum_harmonic_framework import quantum_harmonic_dynamics
    from codette_quantum_multicore import codette_experiment_task, CognitionCocooner, PerspectiveAgent
    from codette_quantum_multicore2 import analyse_cocoons, load_cocoon
    from codette_meta_3d import *
    from codette_timeline_animation import *
except ImportError as e:
    logger.warning(f"Quantum module imports failed: {e}")

# Fractal and Advanced Analysis
try:
    from fractal import analyze_identity
    from agireasoning import AgileAGIFunctionality, UniversalReasoning
except ImportError as e:
    logger.warning(f"Advanced analysis imports failed: {e}")
    analyze_identity = AgileAGIFunctionality = UniversalReasoning = None

# Component Framework
try:
    from Codette_final.components.adaptive_learning import AdaptiveLearningEnvironment
    from Codette_final.components.ai_driven_creativity import AIDrivenCreativity
    from Codette_final.components.collaborative_ai import CollaborativeAI
    from Codette_final.components.cultural_sensitivity import CulturalSensitivityEngine
    from Codette_final.components.data_processing import AdvancedDataProcessor
    from Codette_final.components.ethical_governance import EthicalAIGovernance
    from Codette_final.components.explainable_ai import ExplainableAI
    from Codette_final.components.multimodal_analyzer import MultimodalAnalyzer
    from Codette_final.components.neuro_symbolic import NeuroSymbolicEngine
    from Codette_final.components.quantum_optimizer import QuantumInspiredOptimizer
    from Codette_final.components.real_time_data import RealTimeDataIntegrator
    from Codette_final.components.sentiment_analysis import EnhancedSentimentAnalyzer
    from Codette_final.components.self_improving_ai import SelfImprovingAI
    from Codette_final.components.user_personalization import UserPersonalizer
except ImportError as e:
    logger.warning(f"Component framework imports failed: {e}")

# Bot Framework
try:
    from app import APP as BotApp
    from bot import MyBot
except ImportError as e:
    logger.warning(f"Bot framework imports failed: {e}")
    BotApp = MyBot = None

# API and CLI Tools
try:
    from codette_api import app as api_app
    from codette_cli import main as cli_main
    from codette_test_runner import *
except ImportError as e:
    logger.warning(f"API/CLI imports failed: {e}")

# GUI Components
try:
    from gui import AIApplication
except ImportError as e:
    logger.warning(f"GUI imports failed: {e}")
    AIApplication = None

# Scientific Libraries
import numpy as np
import matplotlib.pyplot as plt
try:
    from scipy.integrate import solve_ivp
    from scipy.fft import fft, fftfreq
    from sklearn.cluster import KMeans
    from sklearn.ensemble import IsolationForest
except ImportError as e:
    logger.warning(f"Scientific library imports failed: {e}")

# Utility Libraries
import json
import os
import asyncio
import aiohttp
from datetime import datetime
from typing import Dict, List, Any, Optional, Union
from collections import defaultdict, deque
import hashlib
import random
import time

class CodetteImportManager:
    """Manages all Codette framework imports and provides utilities"""
    
    def __init__(self):
        self.available_modules = self._check_available_modules()
        self._log_import_status()
    
    def _check_available_modules(self) -> Dict[str, bool]:
        """Check which modules are available"""
        modules = {
            "ai_core": AICore is not None,
            "codette_classic": Codette is not None,
            "codette_cqure": CodetteCQURE is not None,
            "cognitive_processor": CognitiveProcessor is not None,
            "defense_system": DefenseSystem is not None,
            "health_monitor": HealthMonitor is not None,
            "quantum_systems": 'quantum_harmonic_dynamics' in globals(),
            "fractal_analysis": analyze_identity is not None,
            "component_framework": 'AdaptiveLearningEnvironment' in globals(),
            "bot_framework": BotApp is not None,
            "gui_framework": AIApplication is not None
        }
        return modules
    
    def _log_import_status(self):
        """Log the status of all imports"""
        logger.info("Codette Import Status:")
        for module, available in self.available_modules.items():
            status = "✅ Available" if available else "❌ Missing"
            logger.info(f"  {module}: {status}")
    
    def get_available_systems(self) -> List[str]:
        """Get list of available systems"""
        return [module for module, available in self.available_modules.items() if available]
    
    def create_integrated_system(self) -> Optional[Any]:
        """Create an integrated system using available modules"""
        try:
            if self.available_modules["codette_cqure"]:
                return CodetteCQURE(
                    perspectives=["Newton", "DaVinci", "Ethical", "Quantum", "Memory"],
                    ethical_considerations="Transparency, kindness, and recursive wisdom",
                    spiderweb_dim=5,
                    memory_path="web_quantum_cocoon.json",
                    recursion_depth=3,
                    quantum_fluctuation=0.05
                )
            elif self.available_modules["codette_classic"]:
                return Codette("WebUser")
            else:
                logger.warning("No Codette systems available")
                return None
                
        except Exception as e:
            logger.error(f"Failed to create integrated system: {e}")
            return None

# Create global import manager
import_manager = CodetteImportManager()

# Export key functions and classes for easy access
__all__ = [
    'CodetteImportManager',
    'import_manager',
    'AICore',
    'Codette', 
    'CodetteCQURE',
    'CognitiveProcessor',
    'DefenseSystem',
    'HealthMonitor',
    'analyze_identity',
    'quantum_harmonic_dynamics',
    'codette_experiment_task'
]