Sqlalchemy中relationship的理解
“指向”
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即定义一张表中的数据条目指向另一张表中的条目,建立这种有向的“指向”可以让表以字段的方式查询到被指向的条目(们),所以,如果要双向查询,就需要双向指向。
One To Many
在“多”方表中添加“一”方的id作为ForeignKey约束,为查询方便双方均需要定义relationship()字段;
class Parent(Base): __tablename__ = 'parent' id = Column(Integer, primary_key=True) children = relationship("Child", back_populates="parent") class Child(Base): __tablename__ = 'child' id = Column(Integer, primary_key=True) parent_id = Column(Integer, ForeignKey('parent.id')) parent = relationship("Parent", back_populates="children")
One To One
与One To Many区别不大,只要“一”方的relationship方法中添加一个"uselist=False"参数即可,uselist是一个标量属性(a scalar attribute),其含义是“一”方对应另一张表的条目不使用列表。
class Parent(Base): __tablename__ = 'parent' id = Column(Integer, primary_key=True) child = relationship("Child", uselist=False, back_populates="parent") class Child(Base): __tablename__ = 'child' id = Column(Integer, primary_key=True) parent_id = Column(Integer, ForeignKey('parent.id')) # 多方才有这个字段 parent = relationship("parent", back_populates="child") # 通常也会把backref用函数表示天机uselist=False参数,用以显示指出。 # parent = rlationship("parent", backref=backref("child", uselist=False))
Many To Many
借助中间表完成,利用relationship支持的secondary参数,
association_table = Table('association', Base.metadata, Column('left_id', Integer, ForeignKey('left.id')), Column('right_id', Integer, ForeignKey('right.id')) ) class Parent(Base): __tablename__ = 'left' id = Column(Integer, primary_key=True) children = relationship("Child", secondary=association_table, back_populates="parents") class Child(Base): __tablename__ = 'right' id = Column(Integer, primary_key=True) parents = relationship("Parent", secondary=association_table, back_populates="children")
注意,secondary可以接受'a callable that returns the ultimate argument,which is evaluated only when mappers are first used."即接受可执行参数,可以让association_table 在稍晚的时候定义,甚至可以在所有模块都初始化完成后,直到它可调用为止。
class parent(Base): __tablename__ = "left" id = Column(Integer, primary_key=True) children = relationship("Child", secondary=lambda: assciation_table, backref="parents")
以上relationship参数的表明均可以用类名字符串代替。
删除Mang To Many记录,不必手动删除secondary的中间表数据,数据库会根据“cascade rule”级联规则自动删除。
如果中间表对象需要被调用
class Association(Base): __tablename__ = 'association' left_id = Column(Integer, ForeignKey('left.id'), primary_key=True) right_id = Column(Integer, ForeignKey('right.id'), primary_key=True) extra_data = Column(String(50)) child = relationship("Child", back_populates="parents") parent = relationship("Parent", back_populates="children") class Parent(Base): __tablename__ = 'left' id = Column(Integer, primary_key=True) children = relationship("Association", back_populates="parent") class Child(Base): __tablename__ = 'right' id = Column(Integer, primary_key=True) parents = relationship("Association", back_populates="child") # create parent, append a child via association p = Parent() a = Association(extra_data="some data") a.child = Child() p.children.append(a) # iterate through child objects via association, including association # attributes for assoc in p.children: print(assoc.extra_data) print(assoc.child)
# 寻找答案的路途上要保持耐心和专心!
需要注意:back_populates参数赋值参数一定不能是relationship第一个参数的字段,那样相当于被对应关系表中有了重复字段。
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