study_generators.py

import json
from datetime import datetime, timedelta
from typing import Dict, List, Optional
import logging

logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)

class StudyMaterialGenerator:
    def __init__(self, db_connection):
        self.db_connection = db_connection
    
    def generate_daily_questions(self, user_id: str, num_questions: int = 10) -> List[Dict]:
        """Gera questões diárias baseadas no perfil do usuário"""
        try:
            conn = self.db.get_connection()
            cursor = conn.cursor()
            
            # Busca áreas fracas do usuário
            user_profile = self.db.get_user_profile(user_id)
            weak_areas = user_profile.get('weak_areas', []) if user_profile else []
            
            # Prioriza questões das áreas fracas
            query = '''
            SELECT * FROM previous_questions 
            WHERE area IN (?) 
            ORDER BY RANDOM() 
            LIMIT ?
            '''
            
            cursor.execute(query, (','.join(weak_areas), num_questions))
            questions = cursor.fetchall()
            
            return [dict(q) for q in questions]
            
        except Exception as e:
            logger.error(f"Erro ao gerar questões: {e}")
            return []
    
    def generate_materials(self, user_id, topic, hours) -> Dict:
        """Gera material de estudo para um tópico específico"""
        try:
            conn = self.db.get_connection()
            cursor = conn.cursor()
            
            # Busca casos clínicos relacionados
            cursor.execute('''
            SELECT * FROM clinical_cases 
            WHERE area = ? 
            ORDER BY RANDOM() 
            LIMIT 3
            ''', (topic,))
            
            cases = cursor.fetchall()
            
            return {
                'topic': topic,
                'clinical_cases': [dict(case) for case in cases],
                'key_points': self._generate_key_points(topic),
                'references': self._get_references(topic)
            }
            
        except Exception as e:
            logger.error(f"Erro ao gerar material: {e}")
            return {}

    def _generate_key_points(self, topic: str) -> List[str]:
        """Gera pontos-chave para um tópico"""
        # Implementar lógica para extrair pontos-chave
        return []

    def _get_references(self, topic: str) -> List[str]:
        """Busca referências para um tópico"""
        # Implementar lógica para buscar referências
        return []

class StudyPlanGenerator:
    def __init__(self, db):
        self.db = db
    
    def generate_plan(self, user_id: str, duration_days: int = 30) -> Dict:
        """Gera um plano de estudos personalizado"""
        try:
            # Busca perfil do usuário
            user_profile = self.db.get_user_profile(user_id)
            if not user_profile:
                return {}
            
            # Calcula distribuição de tempo
            weak_areas = user_profile.get('weak_areas', [])
            study_hours = user_profile.get('study_hours', 4)
            
            plan = {
                'user_id': user_id,
                'duration_days': duration_days,
                'daily_schedule': self._create_daily_schedule(study_hours, weak_areas),
                'weekly_goals': self._create_weekly_goals(weak_areas),
                'start_date': datetime.now().date(),
                'end_date': (datetime.now() + timedelta(days=duration_days)).date()
            }
            
            # Salva o plano no banco
            self._save_plan(user_id, plan)
            
            return plan
            
        except Exception as e:
            logger.error(f"Erro ao gerar plano: {e}")
            return {}
    
    def _create_daily_schedule(self, hours: int, areas: List[str]) -> Dict:
        """Cria cronograma diário"""
        schedule = {}
        hours_per_area = hours / len(areas) if areas else hours
        
        for area in areas:
            schedule[area] = {
                'hours': hours_per_area,
                'questions_goal': int(hours_per_area * 10),  # 10 questões por hora
                'review_time': hours_per_area * 0.2  # 20% do tempo para revisão
            }
        
        return schedule
    
    def _create_weekly_goals(self, areas: List[str]) -> List[Dict]:
        """Cria metas semanais"""
        goals = []
        for area in areas:
            goals.append({
                'area': area,
                'questions_target': 70,  # 10 questões por dia
                'mock_exam_target': 1,   # 1 simulado por semana
                'review_sessions': 2      # 2 sessões de revisão
            })
        return goals
    
    def _save_plan(self, user_id: str, plan: Dict) -> None:
        """Salva o plano no banco de dados"""
        try:
            conn = self.db.get_connection()
            cursor = conn.cursor()
            
            cursor.execute('''
            INSERT INTO study_sessions 
            (user_id, start_time, end_time, topic, activity_type, notes)
            VALUES (?, ?, ?, ?, ?, ?)
            ''', (
                user_id,
                datetime.now(),
                datetime.now() + timedelta(days=plan['duration_days']),
                'multiple',
                'study_plan',
                json.dumps(plan)
            ))
            
            conn.commit()
            
        except Exception as e:
            logger.error(f"Erro ao salvar plano: {e}")