import json
import time
from typing import Dict, List, Optional
from datetime import datetime
import numpy as np

class PsychologicalFramework:
    """Implements structured psychological frameworks for transformation"""
    
    def __init__(self):
        self.frameworks = {
            "shadow_work": {
                "description": "Identifying and integrating repressed aspects of personality",
                "stages": ["Recognition", "Acceptance", "Integration", "Transformation"],
            }
            
    def shadow_integration_protocol(self, user_id: str) -> Dict:
        """Get user's shadow work progress"""
        return {
            "integration_level": 0.0,
            "authenticity_score": 0.0,
            "fragmentation_index": 0.0,
        }
        
    def generate_daily_insights(self, user_id: str) -> str:
        """Generate daily astrological insights"""
        insights = [
            "The Moon in Scorpio invites deep emotional exploration...",
            "Your North Node alignment suggests karmic lessons in authenticity...",
            "I detect resistance in your energetic field around vulnerability...",
            "Today's celestial configuration emphasizes the need for integration of your shadow aspects...",
        ]
        
        return f"🔮 **Daily Insight:** {np.random.choice(insights)}"
        
        return insights
    
class EmotionalIntelligenceEngine:
    """Advanced emotional intelligence for AI responses"""
    
    def __init__(self):
        self.emotional_language_model = {
            "vocabulary": ["integration", "authenticity", "vulnerability", "transformation", "shadow_work"])}