关联同一张表的两个字段
Customer表有2个字段都关联了Address表
创建表结构
orm_many_fk.py 只创建表结构
from sqlalchemy import Integer, ForeignKey, String, Column from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import relationship from sqlalchemy import create_engine Base = declarative_base() class Customer(Base): __tablename__ = 'customer' id = Column(Integer, primary_key=True) name = Column(String(64)) billing_address_id = Column(Integer, ForeignKey("address.id")) shipping_address_id = Column(Integer, ForeignKey("address.id")) billing_address = relationship("Address",foreign_keys=[billing_address_id]) #foreign_keys 为了区分哪个外键对应哪个字段 shipping_address = relationship("Address",foreign_keys=[shipping_address_id])# class Address(Base): __tablename__ = 'address' id = Column(Integer, primary_key=True) street = Column(String(64)) city = Column(String(64)) state = Column(String(64)) def __repr__(self): return self.street engine = create_engine("mysql+pymysql://root:@localhost/test",encoding='utf-8') Base.metadata.create_all(engine) # 创建表结构
orm_api.py 添加数据。查询
from day11 import orm_many_fk from sqlalchemy.orm import sessionmaker Session_class = sessionmaker(bind=orm_many_fk.engine) # 创建与数据库的会话session class ,注意,这里返回给session的是个class,不是实例 Session = Session_class() # 生成session实例 cursor ''' addr1 = orm_many_fk.Address(street="Tiantongyuan",city="ChangPing",state="BeiJing") addr2 = orm_many_fk.Address(street="Youryuan",city="ChaoYang",state="BeiJing") addr3 = orm_many_fk.Address(street="baozipu",city="Haidian",state="BeiJing") addr4 = orm_many_fk.Address(street="qingfeng",city="Haidian",state="BeiJing") Session.add_all([addr1,addr2,addr3,addr4]) c1 = orm_many_fk.Customer(name="Alex",billing_address=addr1,shipping_address=addr2) c2 = orm_many_fk.Customer(name="Jack",billing_address=addr3,shipping_address=addr3) Session.add_all([c1,c2]) ''' obj = Session.query(orm_many_fk.Customer).filter(orm_many_fk.Customer.name=='alex').first() print(obj.name,obj.billing_address,obj.shipping_address) Session.commit()
查询结果
多对多关系
现在来设计一个能描述“图书”与“作者”的关系的表结构,需求是
- 一本书可以有好几个作者一起出版
- 一个作者可以写好几本书
此时你会发现,用之前学的外键好像没办法实现上面的需求了,因为
当然你更不可以像下面这样干,因为这样就你就相当于有多条书的记录了,太low b了,改书名还得都改。。。
那怎么办呢? 此时,我们可以再搞出一张中间表,就可以了
这样就相当于通过book_m2m_author表完成了book表和author表之前的多对多关联。
创建表结构
from sqlalchemy import Table, Column, Integer,String,DATE, ForeignKey from sqlalchemy.orm import relationship from sqlalchemy.ext.declarative import declarative_base from sqlalchemy import create_engine from sqlalchemy.orm import sessionmaker Base = declarative_base() book_m2m_author = Table('book_m2m_author', Base.metadata, Column('book_id',Integer,ForeignKey('books.id')), Column('author_id',Integer,ForeignKey('authors.id')), ) class Book(Base): __tablename__ = 'books' id = Column(Integer,primary_key=True) name = Column(String(64)) pub_date = Column(DATE) #正向查询 通过 Book.authors 查book_m2m_author 关联到Author 反向 Author.books 查book_m2m_author 关联到Book authors = relationship('Author',secondary=book_m2m_author,backref='books') #secondary 声明第三张表 book_m2m_author def __repr__(self): return self.name class Author(Base): __tablename__ = 'authors' id = Column(Integer, primary_key=True) name = Column(String(32)) def __repr__(self): return self.name engine = create_engine("mysql+pymysql://root:@localhost/test",encoding='utf-8') Base.metadata.create_all(engine) # 创建表结构
添加数据
from day11 import orm_m2m from sqlalchemy.orm import sessionmaker Session_class = sessionmaker(bind=orm_m2m.engine) # 创建与数据库的会话session class ,注意,这里返回给session的是个class,不是实例 Session = Session_class() # 生成session实例 cursor b1 = orm_m2m.Book(name="lenarn python with Alex",pub_date="2014-01-02") b2 = orm_m2m.Book(name="lenarn ZB with Alex",pub_date="2015-01-02") b3 = orm_m2m.Book(name="lenarn paolu with Alex",pub_date="2016-01-02") a1 = orm_m2m.Author(name="Alex") a2 = orm_m2m.Author(name="Jack") a3 = orm_m2m.Author(name="Rain") b1.authors = [a1,a3] b2.authors = [a2] b3.authors = [a1,a2,a3] Session.add_all([b1,b2,b3,a1,a2,a3]) Session.commit()
查询某个作者下的书
根据作者查书
author_obj = Session.query(orm_m2m.Author).filter(orm_m2m.Author.name =='alex').first() print(author_obj.books) print(author_obj.books[1].pub_date) Session.commit()
运行结果
[lenarn python with Alex, lenarn paolu with Alex] 2016-01-02
根据书查作者
book_obj = Session.query(orm_m2m.Book).filter(orm_m2m.Book.id ==2).first() print(book_obj.authors) Session.commit()
运行结果
[Rain, Jack, Alex]
来源:https://www.cnblogs.com/qing-chen/p/7727177.html