from sqlalchemy import Column, Integer, String, Float, DateTime, Text, JSON from sqlalchemy.ext.declarative import declarative_base from datetime import datetime Base = declarative_base() class AIAnalysis(Base): __tablename__ = 'ai_analysis' id = Column(Integer, primary_key=True) message_id = Column(Integer, nullable=False) sentiment = Column(String(10), nullable=False) sentiment_score = Column(Float, nullable=False) keywords = Column(JSON, nullable=False) key_points = Column(Text, nullable=False) influence_analysis = Column(Text, nullable=False) risk_level = Column(String(10), nullable=False) created_at = Column(DateTime, default=datetime.now) def to_dict(self): return { 'id': self.id, 'message_id': self.message_id, 'sentiment': self.sentiment, 'sentiment_score': f"{self.sentiment_score:.2%}", 'keywords': self.keywords, 'key_points': self.key_points, 'influence': self.influence_analysis, 'risk_level': self.risk_level, 'analysis_time': self.created_at.strftime('%Y-%m-%d %H:%M:%S') }