Python(SQLAlchemy-ORM)模块之mysql操作
一、SQLAlchemy简单介绍
SQLAlchemy是Python编程语言下的一款ORM框架,该框架建立在数据库API之上,使用关系对象映射进行数据库操作,简言之便是:将对象转换成SQL,然后使用数据API执行SQL并获取执行结果。
SQLAlchemy“采用简单的Python语言,为高效和高性能的数据库访问设计,实现了完整的企业级持久模型”。SQLAlchemy的理念是,SQL数据库的量级和性能重要于对象集合;而对象集合的抽象又重要于表和行。因此,SQLAlchmey采用了类似于Java里Hibernate的数据映射模型,而不是其他ORM框架采用的Active Record模型。不过,Elixir和declarative等可选插件可以让用户使用声明语法。
什么是ORM框架?
对象关系映射(英语:Object Relation Mapping,简称ORM,或O/RM,或O/R mapping),是一种程序技术,用于实现面向对象编程语言里不同类型系统的数据之间的转换。从效果上说,它其实是创建了一个可在编程语言里使用的“虚拟对象数据库”。
ORM方法论基于三个核心原则:
简单:以最基本的形式建模数据。
传达性:数据库结构被任何人都能理解的语言文档化。
精确性:基于数据模型创建正确标准化的结构。
典型地,建模者通过收集来自那些熟悉应用程序但不熟练的数据建模者的人的信息开发信息模型
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" 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SQLAlchemy本身无法操作数据库,其必须以来pymsql等第三方插件,Dialect用于和数据API进行交流,根据配置文件的不同调用不同的数据库API,从而实现对数据库的操作,如:
Dialect:用于和数据API进行交互,根据配置文件的不同调用不同的数据库API,从而实现对数据库的操作,如:
数据库类型+数据库驱动名称://用户名:口令(密码)@机器IP地址:端口(即数据库端口)/数据库名
MySQL-Python
mysql+mysqldb://<user>:<password>@<host>[:<port>]/<dbname> pymysql
mysql+pymysql://<username>:<password>@<host>/<dbname>[?<options>] MySQL-Connector
mysql+mysqlconnector://<user>:<password>@<host>[:<port>]/<dbname> cx_Oracle
oracle+cx_oracle://user:pass@host:port/dbname[?key=value&key=value...] 更多详见:http://docs.sqlalchemy.org/en/latest/dialects/index.html
注意【2.7版本使用mysqldb,3.5版本使用pymysql,安装可选择源码安装或则pip】
二、底层处理
使用 Engine/ConnectionPooling/Dialect 进行数据库操作,Engine使用ConnectionPooling连接数据库,然后再通过Dialect执行SQL语句。
from sqlalchemy import create_engine engine = create_engine("mysql+pymysql://root:123@127.0.0.1:3306/t1", max_overflow=5) # 执行SQL
# cur = engine.execute(
# "INSERT INTO hosts (host, color_id) VALUES ('1.1.1.22', 3)"
# ) # 新插入行自增ID
# cur.lastrowid # 执行SQL
# cur = engine.execute(
# "INSERT INTO hosts (host, color_id) VALUES(%s, %s)",[('1.1.1.22', 3),('1.1.1.221', 3),]
# ) # 执行SQL
# cur = engine.execute(
# "INSERT INTO hosts (host, color_id) VALUES (%(host)s, %(color_id)s)",
# host='1.1.1.99', color_id=3
# ) # 执行SQL
# cur = engine.execute('select * from hosts')
# 获取第一行数据
# cur.fetchone()
# 获取第n行数据
# cur.fetchmany(3)
# 获取所有数据
# cur.fetchall()
三、ORM功能使用
使用 ORM/Schema Type/SQL Expression Language/Engine/ConnectionPooling/Dialect 所有组件对数据进行操作。根据类创建对象,对象转换成SQL,执行SQL。
1)创建单表
#!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:lcj
#导入sqlalchemy模块
from sqlalchemy import create_engine
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column, Integer, String, ForeignKey, UniqueConstraint, Index,Table
from sqlalchemy.orm import sessionmaker, relationship
#链接数据库:用户名密码:/root:123123,库名:LCJ
engine = create_engine("mysql+pymysql://root:123123@192.168.1.152:3306/LCJ", max_overflow=5)
#生成sqlORM基类
Base = declarative_base()
# 单表
class Lcj(Base): #继承基类中所有子类方法
__tablename__ = 'xiaoluo' #创建表名:test
#设置nid为主键ID,并且设置id为自增就加,Column:表示列
nid = Column(Integer, primary_key=True,autoincrement=True)
#设置name列,字符类型为字符串,长度为32字节
name = Column(String(32)) #创建单表只能通过基类中所有子类按照数据库中对应的数据创建表信息
# def init_db():
Base.metadata.create_all(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 = sessionmaker(engine)
session = Session
#获取session,然后把对象添加到session,最厚提交并关闭,Session对象可视为当前数据库连接
注意:
create_engine() ---->创建一个数据库引擎
mysql+mysqldb:指定了使用Mysql-Python来链接,格式:用户名+密码@数据库IP地址+端口/库名,max_verflow:设置链接数
chatrset:设置数据连接时使用的字符集(可省约)=utf-8
字段:Column
索引:Index
表:Table
2)创建一对多
!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:lcj
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column, Integer, String, ForeignKey, UniqueConstraint, Index
from sqlalchemy.orm import sessionmaker, relationship
from sqlalchemy import create_engine
#sqlalchemy 功能:要么创建表结果或删除,不能修改表结构
#创建引擎
engine = create_engine("mysql+pymysql://root:123123@192.168.1.152:3306/test", max_overflow=5) #root:123123mysql用户名和密码test:库名
#默认写法,创建一个基类
Base = declarative_base()
# 创建一对多表
class ff(Base): __tablename__ = 'alex'
#创建表名:
alex nid = Column(Integer, primary_key=True)#创建整型的主键ID
caption = Column(String(32),default='red',unique=True) #String类型,默认红色,唯一值
class Person(Base): __tablename__ = 'jack'#创建表名:
jack nid = Column(Integer,primary_key=True) #设置主键
name = Column(String(32),index=True, nullable=True) #设置索引
favor_id = Column(Integer,ForeignKey("alex.nid")) #alex.nid:需要与alex关联 # 与生成表结构无关,仅用于查询方便
favor = relationship('alex',backref='pers') #执行此句,默认找Base所有子类,根据类的结构在数据库中生成对应的数据表信息
Base.metadata.create_all(engine)
isouter:左链接
join关联默认表示 inner join :内链接
#!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:lcj
from sqlalchemy import create_engine
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column, Integer, String, ForeignKey, UniqueConstraint, Index
from sqlalchemy.orm import sessionmaker, relationship
engine = create_engine("mysql+pymysql://root:123123@192.168.1.152:3306/test", max_overflow=5) Base = declarative_base()
# 单表
class Test(Base):
__tablename__ = 'test'
nid = Column(Integer, primary_key=True,autoincrement=True)
name = Column(String(32))
# 一对多
class Group(Base):
__tablename__ = 'group'
nid = Column(Integer, primary_key=True,autoincrement=True)
caption = Column(String(32))
class User(Base):
__tablename__ = 'user'
nid = Column(Integer, primary_key=True,autoincrement=True)
username = Column(String(32))
group_id = Column(Integer, ForeignKey('group.nid'))
#__repr__方法表示:__repr__返回什么数据,则在对象输出中也显示响应的数据,否则只是输出对象地址,对象输出:111行
def __repr__(self):
temp = "%s - %s: %s" %(self.nid, self.username, self.group_id)
return temp def init_db():
Base.metadata.create_all(engine) # def drop_db():
# Base.metadata.drop_all(engine)
init_db() #通过函数调用Base中所有子类生成表
#Seesion:创建于数据库会话连接
Seesion =sessionmaker(bind=engine)
session = Seesion()
#向group表中插入多条数据
# session.add(Group(caption='dba'))
# session.add(Group(caption='ddd'))
# #向user同时插入多条数据
# session.add_all([
# User(username='lcj1',group_id=1),
# User(username='lcj2',group_id=2),
# User(username='lcj3',group_id=2)
# ])
# session.commit()
#获取用户:User表中username==lcj1所有的数据/
ret = session.query(User).filter(User.username=='lcj1').all()
print(ret)
# user表中没有rper方法:则ret对象输出[<__main__.User object at 0x000000000370AEF0>]
# [1 - lcj1: 1]
print("----------------------------------")
#获取User表中所有数据
# ret = session.query(User).all()
# print(ret)
# [1 - lcj1: 1, 2 - lcj2: 2, 3 - lcj3: 2]
# print(ret[0]) #获取第一个数据
# 1 - lcj1: 1
print("----------------------------")
#获取user表中nid=1的元素
# obj = ret[0]
# print(obj.nid)
# print(obj.username)
# print(obj.group_id)
# 1
# lcj1
# 1
#输出执行sql语句
sql = session.query(User,Group).join(Group)
print(sql)
# SELECT "user".nid AS user_nid, "user".username AS user_username, "user".group_id AS user_group_id, "group".nid AS group_nid, "group".caption AS group_caption
# FROM "user" JOIN "group" ON "group".nid = "user".group_id
print("----------------------------------------------")
sql = session.query(User,Group).join(Group,isouter=True) #isouter:左链接
print(sql)
# SELECT "user".nid AS user_nid, "user".username AS user_username, "user".group_id AS user_group_id, "group".nid AS group_nid, "group".caption AS group_caption
# FROM "user" LEFT OUTER JOIN "group" ON "group".nid = "user".group_id
#输出User表和Group表关联的所有数据,默认join关联表示 inner join :内链接
ret =session.query(User).join(Group).all()
print(ret)
print("--------------------------------------")
ret =session.query(User).join(Group,isouter=True).all()
print(ret)
注意:
1.left join(左联接):
eft join是以A表的记录为基础的,A[主表]可以看成左表,B[副表]可以看成右表,left join是以左表为准的.
换句话说,左表(A)的记录将会全部表示出来,而右表(B)只会显示符合搜索条件的记录(例子中为: a.id = b.id).
B表记录不足的地方均为NULL.
2.right join(右联接):
和left join的结果刚好相反,这次是以右表(B) [主表]为基础的,A[主表]表不足的地方用NULL填充.
3.inner join(相等联接或内联接):
inner join并不以谁为基础,它只显示符合条件的记录.
在创建多表联合查询时,此两句同时存在,才会创建两表之间的关系列
group_id = Column(Integer, ForeignKey('group.nid'))
group = relationship("Group", backref='uuu')#此时uuu表示USER表中所有的用户,uuu虚拟存在内存
#!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:lcj
from sqlalchemy import create_engine
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column, Integer, String, ForeignKey, UniqueConstraint, Index
from sqlalchemy.orm import sessionmaker, relationship
engine = create_engine("mysql+pymysql://root:123123@192.168.1.152:3306/test", max_overflow=5)
#创建Base基类
Base = declarative_base()
# 单表
class Test(Base):
__tablename__ = 'test'
nid = Column(Integer, primary_key=True,autoincrement=True)
name = Column(String(32))
# 一对多
class Group(Base):
__tablename__ = 'group'
nid = Column(Integer, primary_key=True,autoincrement=True)
caption = Column(String(32))
class User(Base):
__tablename__ = 'user'
nid = Column(Integer, primary_key=True, autoincrement=True)
username = Column(String(32))
group_id = Column(Integer, ForeignKey('group.nid'))
#relationship:建立表与表之间的关系方法,此时:建立User表和Group表之间关系,并建立两表关系映射关系uuu
group = relationship("Group", backref='uuu')#此时uuu表示USER表中所有的用户,uuu虚拟存在内存 #__repr__方法表示:__repr__返回什么数据,则在对象输出中也显示响应的数据,否则只是输出对象地址,对象输出:111行
def __repr__(self):
temp = "%s - %s: %s" % (self.nid, self.username, self.group_id)
return temp def init_db():
Base.metadata.create_all(engine) # def drop_db():
# Base.metadata.drop_all(engine)
init_db() #通过函数调用Base中所有子类生成表
#Seesion:创建于数据库会话连接
Seesion =sessionmaker(bind=engine)
session = Seesion()
#打印链表操作默认链接方式:
sql = session.query(User,Group).join(Group)
print(sql)
print("-----------------------------------------------------------") ret = session.query(User.username,Group.caption).join(Group,).all()
print(ret) #打印链表操作默认链接方式:isouter左链接
sql = session.query(User,Group).join(Group,isouter=True) #isouter:左链接
print(sql)
print("-----------------------------------------------------------") #原始方式查询 ret = session.query(User.username,Group.caption).join(Group,isouter=True).all()
print(ret)
#正向查询:即表示通过已存在的列查找其他表中存在数据
ret = session.query(User).all()
for obj in ret:
# obj代指user表的没一行数据
# obj.group代指group对象,
#
print(obj.nid, obj.username, obj.group_id, obj.group, obj.group.nid, obj.group.caption)
print("-------------------------------------------------------")
#原始方式:
obj = session.query(Group).filter(Group.caption=='dba').first()
print(obj)
print("==================================================")
#新方式:反向查询,即通过两表所建立的uuu关系列,获取两表用外键关联的所有数据
obj = session.query(Group).filter(Group.caption=='ddd').first()
print(obj.nid) # 2 #循环获取Group表中caption=='ddd'对应的nid,并且只取第一个
print(obj.caption) #ddd
# group_id为group表的外键,并通过在user表建立【group = relationship("Group", backref='uuu')】关系列uuu,
# 此时uuu表示USER表中所有的用户,通过uuu列可获取Group表中caption==ddd对应在user表中关联的username数据
print(obj.uuu)
#[2 - lcj2: 2, 3 - lcj3: 2] sql= session.query(Group).filter(Group.caption=='dba')
print(sql)
# SELECT "group".nid AS group_nid, "group".caption AS group_caption
# FROM "group"
# WHERE "group".caption = :caption_1
sql = session.query(Group).get(1)
print(sql)
# < __main__.Group object at 0x0000000003F886A0 >
关系图表:
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" alt="" />
3)创建多对多
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column, Integer, String, ForeignKey, UniqueConstraint, Index
from sqlalchemy.orm import sessionmaker, relationship
from sqlalchemy import create_engine
#sqlalchemy 功能:要么创建表结果或删除,不能修改表结构
#创建引擎
engine = create_engine("mysql+pymysql://root:123123@192.168.1.152:3306/test", max_overflow=5) #root:123123mysql用户名和密码test:库名
#默认写法,创建一个基类
Base = declarative_base()
# 创建多对多表
class ServerToGroup(Base):
__tablename__ = 'servertogroup' #servertogroup:此表是关系表,表示group表和server表关联
nid = Column(Integer, primary_key=True, autoincrement=True)
server_id = Column(Integer, ForeignKey('server.id'))
group_id = Column(Integer, ForeignKey('group.id'))
group = relationship("Group", backref='s2g')
server = relationship("Server", backref='s2g') class Group(Base):
__tablename__ = 'group'
id = Column(Integer, primary_key=True)
name = Column(String(64), unique=True, nullable=False)
port = Column(Integer, default=22)
# group = relationship('Group',secondary=ServerToGroup,backref='host_list') class Server(Base):
__tablename__ = 'server'
id = Column(Integer, primary_key=True, autoincrement=True)
hostname = Column(String(64), unique=True, nullable=False)
#执行此句,默认找Base所有子类,根据类的结构在数据库中生成对应的数据表信息
Base.metadata.create_all(engine)
Base.metadata.drop_all(engine) #删除所有表
增加数据:
#链接
Session = sessionmaker(bind=engine)
session= Session() #对数据库进行操作
# obj= Users(id = 2,name='lcj',extra=2) #创建对象
# session.add(obj)#对通过对象对server表进行插入数据
# session.add_all(obj) #对表中所有字段进行添加多条数据
session.add_all([ #对通过对象对server表进行插入数据
Users(id =3, name='lcj1',extra=3),
Users(id =4, name='lcj2',extra=4),
])
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接。
mysql> select * from xiaoluo;
+----+------+-------+
| id | name | extra |
+----+------+-------+
| 1 | lcj | NULL |
| 2 | lcj | 2 |
| 3 | lcj1 | 3 |
| 4 | lcj2 | 4 |
+----+------+-------+
删除数据:
#删除ID》2的数据
session.query(Users).filter(Users.id>2).delete()
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接。 mysql> select * from xiaoluo;
+----+------+-------+
| id | name | extra |
+----+------+-------+
| 1 | lcj | NULL |
| 2 | lcj | 2 |
+----+------+-------+
2 rows in set (0.00 sec)
修改数据:
session.query(Users).filter(Users.id > 2).update({"name" : "099"})
session.query(Users).filter(Users.id > 2).update({Users.name: Users.name + "099"}, synchronize_session=False)
session.query(Users).filter(Users.id > 2).update({"num": Users.num + 1}, synchronize_session="evaluate")
session.commit()
链接
Session = sessionmaker(bind=engine)
session= Session() #对数据库进行操作
# obj= Users(id = 2,name='lcj',extra=2) #创建对象
# session.add(obj)#对通过对象对server表进行插入数据
# session.add_all(obj) #对表中所有字段进行添加多条数据
session.add_all([ #对通过对象对server表进行插入数据
Users(id =3, name='lcj1',extra=3),
Users(id =4, name='lcj2',extra=4),
Users(id =5, name='lcj3',extra=5),
Users(id =6, name='lcj3',extra=6),
])
#删除ID》2的数据
# session.query(Users).filter(Users.id>2).delete()
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接
#修改数据之前表中原始数据
mysql> select * from xiaoluo;
+----+------+-------+
| id | name | extra |
+----+------+-------+
| 1 | lcj | NULL |
| 2 | lcj | 2 |
| 4 | lcj2 | 4 |
| 3 | lcj1 | 3 |
| 5 | lcj3 | 5 |
| 6 | lcj3 | 6 |
+----+------+-------+
6 rows in set (0.00 sec) #修改数据,将ID等于2的name从lcj改成alex
session.query(Users).filter(Users.id==2).update({'name' : 'alex'})
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接。
#改之后结果:
mysql> select * from xiaoluo;
+----+------+-------+
| id | name | extra |
+----+------+-------+
| 1 | lcj | NULL |
| 2 | alex | 2 |
| 4 | lcj2 | 4 |
| 3 | lcj1 | 3 |
| 5 | lcj3 | 5 |
| 6 | lcj3 | 6 |
+----+------+-------+
6 rows in set (0.00 sec)
#其他方法
#修改数据,将id>2的所有name改成zhangxiao
# session.query(Users).filter(Users.id==2).update({'name' : 'alex'})
session.query(Users).filter(Users.id>2).update({'name':'zhangxiao'})
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接。
#改之后结果:
mysql> select * from xiaoluo;
+----+-----------+-------+
| id | name | extra |
+----+-----------+-------+
| 1 | lcj | NULL |
| 2 | alex | 2 |
| 4 | zhangxiao | 4 |
| 3 | zhangxiao | 3 |
| 5 | zhangxiao | 5 |
| 6 | zhangxiao | 6 |
+----+-----------+-------+
6 rows in set (0.00 sec)
查询数据:
#方式一:查询表中所有的值
ret = session.query(Users).all()
print(ret)
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接。
#[<__main__.Users object at 0x0000000003F424E0>, <__main__.Users object at 0x0000000003F425C0>, <__main__.Users object at 0x0000000003F42630>, <__main__.Users object at 0x0000000003F42198>, <__main__.Users object at 0x0000000003F423C8>, <__main__.Users object at 0x0000000003F42940>]
#方式二:查询表中指定字段
#查询表中name=alex的字段
ret = session.query(Users).filter_by(name='alex').all()
print(ret) #[<__main__.Users object at 0x0000000003F43320>]
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接 #方式三:查询表所有的name和id字段
ret = session.query(Users.name,Users.id).all()
print(ret)
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接。
# [('lcj', 1), ('alex', 2), ('zhangxiao', 3), ('zhangxiao', 4), ('zhangxiao', 5), ('zhangxiao', 6)] #方式四:在表中查出name=zhangxiao的第一个字段
ret = session.query(Users).filter_by(name='zhangxiao').first()
print(ret)
session.commit() #获取session,然后把对象添加到session,最后提交并关闭。Session对象可视为当前数据库连接。
# <__main__.Users object at 0x00000000037476A0> #方式五:遍历字段
ret = session.query(Users).filter_by(name='zhangxiao').all()
print(ret)
for i in ret: #遍历出多个name=zhangxiao的字段
print(i.name,i.id)
session.commit()
# [<__main__.Users object at 0x0000000003F428D0>, <__main__.Users object at 0x0000000003F42320>, <__main__.Users object at 0x0000000003F42390>, <__main__.Users object at 0x0000000003F426D8>]
# zhangxiao 3
# zhangxiao 4
# zhangxiao 5
# zhangxiao 6 #方式6
#输出表中以name进行排序
ret = session.query(Users).order_by(Users.name).all()
print(ret)
for i in ret: #遍历出多个name=zhangxiao的字段
print(i.name,i.id)
session.commit()
# [<__main__.Users object at 0x0000000003FC1898>, <__main__.Users object at 0x0000000003FC1908>, <__main__.Users object at 0x0000000003FC1358>, <__main__.Users object at 0x0000000003FC1278>, <__main__.Users object at 0x0000000003FC16D8>, <__main__.Users object at 0x0000000003FC19B0>]
# alex 2
# lcj 1
# zhangxiao 4
# zhangxiao 3
# zhangxiao 5
# zhangxiao 6 #方式七:输出sql语句
q = session.query(Users)
print(q) #数出sql语句
session.commit()
# SELECT xiaoluo.id AS xiaoluo_id, xiaoluo.name AS xiaoluo_name, xiaoluo.extra AS xiaoluo_extra
# FROM xiaoluo
其他用法:
# 条件
ret = session.query(Users).filter_by(name='alex').all()
ret = session.query(Users).filter(Users.id > 1, Users.name == 'eric').all()
ret = session.query(Users).filter(Users.id.between(1, 3), Users.name == 'eric').all()
ret = session.query(Users).filter(Users.id.in_([1,3,4])).all()
ret = session.query(Users).filter(~Users.id.in_([1,3,4])).all()
ret = session.query(Users).filter(Users.id.in_(session.query(Users.id).filter_by(name='eric'))).all()
from sqlalchemy import and_, or_
ret = session.query(Users).filter(and_(Users.id > 3, Users.name == 'eric')).all()
ret = session.query(Users).filter(or_(Users.id < 2, Users.name == 'eric')).all()
ret = session.query(Users).filter(
or_(
Users.id < 2,
and_(Users.name == 'eric', Users.id > 3),
Users.extra != ""
)).all() # 通配符
ret = session.query(Users).filter(Users.name.like('e%')).all()
ret = session.query(Users).filter(~Users.name.like('e%')).all() # 限制
ret = session.query(Users)[1:2] # 排序
ret = session.query(Users).order_by(Users.name.desc()).all()
ret = session.query(Users).order_by(Users.name.desc(), Users.id.asc()).all() # 分组
from sqlalchemy.sql import func ret = session.query(Users).group_by(Users.extra).all()
ret = session.query(
func.max(Users.id),
func.sum(Users.id),
func.min(Users.id)).group_by(Users.name).all() ret = session.query(
func.max(Users.id),
func.sum(Users.id),
func.min(Users.id)).group_by(Users.name).having(func.min(Users.id) >2).all() # 连表 ret = session.query(Users, Favor).filter(Users.id == Favor.nid).all() ret = session.query(Person).join(Favor).all() ret = session.query(Person).join(Favor, isouter=True).all() # 组合
q1 = session.query(Users.name).filter(Users.id > 2)
q2 = session.query(Favor.caption).filter(Favor.nid < 2)
ret = q1.union(q2).all() q1 = session.query(Users.name).filter(Users.id > 2)
q2 = session.query(Favor.caption).filter(Favor.nid < 2)
ret = q1.union_all(q2).all()
其他用法
完善中
左链接右链接
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