MySQL04-SQLAchemy
ORM技術:
Object_Relational Mapping 把關係數據庫的表結構映射到對象上。SQLAlchemy:
SQLalchemy 是python編程語言下的一款ORM框架,該框架建立在數據庫API之上,使用關係對象映射進行數據庫操作,簡言之便是:將對象轉換成SQL,然後使用數據API執行SQL並獲取執行結果。
from sqlalchemy import create_engine
engine = create_engine("mysql+pymysql://root:[email protected]:3306/day0613?charset=utf8", max_overflow=5)
cur =engine.execute('show databases')
res = cur.fetchall()
for row in res:
print(row[0])
- ORM功能使用:
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy import Column, Integer, String, ForeignKey, UniqueConstraint, Index, VARCHAR
from sqlalchemy.orm import sessionmaker, relationship
from sqlalchemy import create_engine
# engine = create_engine("mysql+pymysql://root:[email protected]:3306/day0613?charset=utf8", max_overflow=5)
# cur = engine.execute(
# "insert into users(name,email,user_type_id) values('ddddddd','dddssssss',3)"
# )
Base = declarative_base()
class User(Base):
__tablename__ = 'usersinfo'
id = Column(Integer,primary_key=True)
name = Column(String(32))
age = Column(Integer)
__table_args__=(
UniqueConstraint('id','name',name='uix_id_name'),
Index('ix_id_name','id','name'),
)
#一對多
class UserType(Base):
__tablename__ = 'usertype'
id = Column(Integer, primary_key=True, autoincrement=True)
title = Column(VARCHAR(32), nullable=True, index=True)
class Users(Base):
__tablename__ = 'users'
id = Column(Integer, primary_key=True, autoincrement=True)
name = Column(VARCHAR(32), nullable=True, index=True)
email = Column(VARCHAR(16), unique=True)
user_type_id = Column(Integer,ForeignKey("usertype.id"))
user_type = relationship("UserType",backref='xxoo')
# 多對多
class Group(Base):
__tablename__ = 'group'
id = Column(Integer, primary_key=True)
name = Column(String(64), unique=True, nullable=False)
port = Column(Integer, default=22)
class Server(Base):
__tablename__ = 'server'
id = Column(Integer, primary_key=True, autoincrement=True)
hostname = Column(String(64), unique=True, nullable=False)
class ServerToGroup(Base):
__tablename__ = 'servertogroup'
nid = Column(Integer, primary_key=True,autoincrement=True)
server_id = Column(Integer, ForeignKey('server.id'))
group_id = Column(Integer, ForeignKey('group.id'))
def init_db():
Base.metadata.create_all(engine)
def drop_db():
Base.metadata.drop_all(engine)
engine = create_engine("mysql+pymysql://root:[email protected]:3306/day0613?charset=utf8", max_overflow=5)
Base.metadata.create_all(engine)
session = sessionmaker(bind=engine)
session = session()
type_list =session.query(UserType)
for row in type_list:
print(row.id,row.title,row.xxoo[0].name)
print(''.center(100,'-'))
type_list =session.query(Users)
for row in type_list:
print(row.id,row.name,row.user_type.title)
#增
# obj1 = UserType(title='普通用戶')
# session.add(obj1)
# objs = [
# UserType(title='超級用戶'),
# UserType(title='白金用戶'),
# UserType(title='黑金用戶')
# ]
# session.add_all(objs)
# 刪
# session.query(UserType.id,UserType.title).filter(UserType.id <= 2).delete()
# 改
# session.query(UserType.id,UserType.title).filter(UserType.id == 3).update({'title':'黑金黑金'})
# session.query(UserType.id,UserType.title).filter(UserType.id >2).update({UserType.title:UserType.title+'xx'},synchronize_session=False)
# session.query(UserType.id,UserType.title).filter(UserType.id > 2).update({'num':User.num+1},synchronize_session='evaluate')
session.commit()
session.close()