====== 第三十四章:ORM与SQLAlchemy ======
===== 本章目标 =====
完成本章学习后,你将能够:
* 理解ORM概念
* 使用SQLAlchemy定义模型
* 执行CRUD操作
* 处理关系映射
===== SQLAlchemy基础 =====
from sqlalchemy import create_engine, Column, Integer, String
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
Base = declarative_base()
# 定义模型
class User(Base):
__tablename__ = 'users'
id = Column(Integer, primary_key=True)
name = Column(String(50))
email = Column(String(100))
def __repr__(self):
return f""
# 创建引擎和会话
engine = create_engine('sqlite:///example.db')
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()
===== CRUD操作 =====
# 创建
new_user = User(name='Alice', email='alice@example.com')
session.add(new_user)
session.commit()
# 查询
user = session.query(User).filter_by(name='Alice').first()
users = session.query(User).filter(User.age > 18).all()
# 更新
user.email = 'new@example.com'
session.commit()
# 删除
session.delete(user)
session.commit()
===== 关系映射 =====
from sqlalchemy import ForeignKey
from sqlalchemy.orm import relationship
class Post(Base):
__tablename__ = 'posts'
id = Column(Integer, primary_key=True)
title = Column(String(100))
user_id = Column(Integer, ForeignKey('users.id'))
user = relationship("User", back_populates="posts")
User.posts = relationship("Post", back_populates="user")
===== 本章练习 =====
1. 定义多表关系模型
2. 实现复杂查询
3. 使用Alembic迁移数据库
下一章:[[python_course:chapter35|第三十五章:Flask Web开发]]