sqlalchemy 的 ORM 方式使用示例

知乎： 使用 sqlalchemy 的 orm 方式操作数据库是一种怎样的体验？

答： 酸爽！

本文基于：win10 + python3.4 + sqlAlchemy 1.0.13

先看一个图（来源）：

这是 sqlalchemy 的层级图。不难发现，其中 orm 是最顶级的封装。

ORM 基本操作步骤如下：

1. 建立连接

from sqlalchemy import create_engine

engine = create_engine('sqlite:///:memory:', echo=True)

2. 建立会话

from sqlalchemy.orm import Session

session = Session(engine)

3. 声明基类

from sqlalchemy.ext.declarative import declarative_base

Base = declarative_base()

4. 定义表（继承基类）

from sqlalchemy import Column, Integer, ForeignKey
from sqlalchemy.orm import relationship

class Parent(Base):
    __tablename__ = 'parent'
    
    id = Column(Integer, primary_key=True)
    
    children = relationship("Child")
    
    def __repr__(self):
        return "<Parent(id='{}', children='{}')>".format(self.id, self.children)

class Child(Base):
    __tablename__ = 'child'
    
    id = Column(Integer, primary_key=True)
    parent_id = Column(Integer, ForeignKey('parent.id'))
    
    def __repr__(self):
        return "<Child(id='{}', parent_id='{}')>".format(self.id, self.parent_id)

5. 生成表

Base.metadata.drop_all(engine)
Base.metadata.create_all(engine) # 生产环境只需运行一次！！！！

6. 添加记录

session.add_all([Parent(children=[Child() for j in range(5)]) for i in range(2)])
session.commit()

7. 查询

# 懒加载 (lazyload)
# load everything, no eager loading.
for parent in session.query(Parent):
    print(parent.children)

# 联合加载 (joinedload)
# load everything, joined eager loading.
for parent in session.query(Parent).options(joinedload("children")):
    parent.children

# 子查询加载 (subqueryload)
# load everything, subquery eager loading.
for parent in session.query(Parent).options(subqueryload("children")):
    parent.children

8. 完整代码

from sqlalchemy import create_engine
from sqlalchemy.orm import Session
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column, Integer, ForeignKey
from sqlalchemy.orm import relationship
from sqlalchemy.orm import joinedload, subqueryload


# 建立连接
engine = create_engine('sqlite:///:memory:', echo=True)


# 建立会话
session = Session(engine)


# 声明基类
Base = declarative_base()


# 定义表（继承基类）
class Parent(Base):
    __tablename__ = 'parent'
    
    id = Column(Integer, primary_key=True)
    
    children = relationship("Child")
    
    def __repr__(self):
        return "<Parent(id='{}', children='{}')>".format(self.id, self.children)

class Child(Base):
    __tablename__ = 'child'
    
    id = Column(Integer, primary_key=True)
    parent_id = Column(Integer, ForeignKey('parent.id'))
    
    def __repr__(self):
        return "<Child(id='{}', parent_id='{}')>".format(self.id, self.parent_id)
        

# 生成表
Base.metadata.drop_all(engine)
Base.metadata.create_all(engine) # 生产环境只需运行一次！！！！


# 添加记录
session.add_all([Parent(children=[Child() for j in range(5)]) for i in range(2)])
session.commit()


# 查询
# lazyload
# load everything, no eager loading.
for parent in session.query(Parent):
    print(parent.children)

# joinedload
# load everything, joined eager loading.
for parent in session.query(Parent).options(joinedload("children")):
    parent.children

# subqueryload
# load everything, subquery eager loading.
for parent in session.query(Parent).options(subqueryload("children")):
    parent.children