SQLAlchemy操作mysql使用记录

2018年4月1日23:09:41 发表评论 307 views

1、驱动安装

pip install SQLAlchemy
pip install pymsql

1 2	pip install SQLAlchemy pip install pymsql

2、连接数据库

'数据库类型+数据库驱动名称://用户名:口令@机器地址:端口号/数据库名'
mysql+pymysql://quanjie:mima@web1:3306/sqlalchemy?charset=utf8

1 2	'数据库类型+数据库驱动名称://用户名:口令@机器地址:端口号/数据库名' mysql+pymysql://quanjie:mima@web1:3306/sqlalchemy?charset=utf8

3、具体操作

#Connecting
from sqlalchemy import create_engine
#echo=true输出所有生成的sql，该功能通过logging模块实现
'''
The return value of create_engine() is an instance of Engine, and it represents the core interface to the database, adapted through a dialect that handles the details of the database and DBAPI in use. 
The first time a method like Engine.execute() or Engine.connect() is called, the Engine establishes a real DBAPI connection to the database, which is then used to emit the SQL. 
'''
engine = create_engine('mysql+pymysql://quanjie:mima@web1:3306/sqlalchemy?charset=utf8',echo = True)



#Declare a Mapping
'''
Classes mapped using the Declarative system are defined in terms of a base class which maintains a catalog of classes and tables relative to that base - this is known as the declarative base class. 
Our application will usually have just one instance of this base in a commonly imported module. We create the base class using the declarative_base() function, as follows:
'''
from sqlalchemy.ext.declarative import declarative_base
Base = declarative_base()

from sqlalchemy import Column, Integer, String
class User(Base):
    __tablename__ = 'users'
    id = Column(Integer, primary_key=True)
    name = Column(String(20))
    fullname = Column(String(20))
    password = Column(String(20))
    def __repr__(self):
        return "<User(name='%s', fullname='%s', password='%s')>" % (self.name, self.fullname, self.password)
print(User.__table__)



#Create a Schema
#查看User表的metadata信息
User.__table__
#调用base的metadata.create_all方法在数据库中创建没有的表
Base.metadata.create_all(engine)




#Create an Instance of the Mapped Class
ed_user = User(name='ed', fullname='Ed Jones', password='edspassword')
"""
>> ed_user.name
'ed'
>> ed_user.password
'edspassword'
>> str(ed_user.id)
'None'
"""




#Creating a Session
from sqlalchemy.orm import sessionmaker
Session = sessionmaker(bind=engine)
'''
#另一种创建Session的方法
Session = sessionmaker()
Session.configure(bind=engine)  # once engine is available
'''
#实例华Session
session = Session()



#Adding and Updating Objects
ed_user = User(name='ed', fullname='Ed Jones', password='edspassword')
session.add(ed_user)
session.add_all([
    User(name='wendy', fullname='Wendy Williams', password='foobar'),
    User(name='mary', fullname='Mary Contrary', password='xxg527'),
    User(name='fred', fullname='Fred Flinstone', password='blah')])
ed_user.password = 'f8s7ccs'
session.dirty
session.new
#所用的操作都要commit后才会在数据库生效
session.commit()
"""
>> ed_user.id 
1
"""



#Building a Relationship
from sqlalchemy import ForeignKey
from sqlalchemy.orm import relationship

class Address(Base):
    __tablename__ = 'addresses'
    id = Column(Integer, primary_key=True)
    email_address = Column(String(20), nullable=False)
    user_id = Column(Integer, ForeignKey('users.id'))
    user = relationship("User", back_populates="addresses")
    def __repr__(self):
        return "<Address(email_address='%s')>" % self.email_address

User.addresses = relationship(
   "Address", order_by=Address.id, back_populates="user")
Base.metadata.create_all(engine)



#Working with Related Objects
>> jack = User(name='jack', fullname='Jack Bean', password='gjffdd')
>> jack.addresses
[]
jack.addresses = [
               Address(email_address='jack@google.com'),
               Address(email_address='j25@yahoo.com')]
session.add(jack)

session.commit()



#Querying with Joins
for u, a in session.query(User, Address).\
                   filter(User.id==Address.user_id).\
                  filter(Address.email_address=='jack@google.com').\
                  all():
    print(u)
    print(a)
'''
SELECT users.id AS users_id,
        users.name AS users_name,
        users.fullname AS users_fullname,
        users.password AS users_password,
        addresses.id AS addresses_id,
        addresses.email_address AS addresses_email_address,
        addresses.user_id AS addresses_user_id
FROM users, addresses
WHERE users.id = addresses.user_id
        AND addresses.email_address = ?
('jack@google.com',)
'''

for u, a in session.query(User, Address).\
                   filter(User.id==Address.user_id).\
                  all():
    print(u.addresses)
    print(a.user)

jack = session.query(User).\
filter_by(name='jack').one()

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#Connecting

from sqlalchemy import create_engine

#echo=true输出所有生成的sql，该功能通过logging模块实现

'''

The return value of create_engine() is an instance of Engine, and it represents the core interface to the database, adapted through a dialect that handles the details of the database and DBAPI in use.

The first time a method like Engine.execute() or Engine.connect() is called, the Engine establishes a real DBAPI connection to the database, which is then used to emit the SQL.

'''

engine = create_engine('mysql+pymysql://quanjie:mima@web1:3306/sqlalchemy?charset=utf8',echo = True)

#Declare a Mapping

'''

Classes mapped using the Declarative system are defined in terms of a base class which maintains a catalog of classes and tables relative to that base - this is known as the declarative base class.

Our application will usually have just one instance of this base in a commonly imported module. We create the base class using the declarative_base() function, as follows:

'''

from sqlalchemy.ext.declarative import declarative_base

Base = declarative_base()

from sqlalchemy import Column, Integer, String

class User(Base):

__tablename__ = 'users'

id = Column(Integer, primary_key=True)

name = Column(String(20))

fullname = Column(String(20))

password = Column(String(20))

def __repr__(self):

return "<User(name='%s', fullname='%s', password='%s')>" % (self.name, self.fullname, self.password)

print(User.__table__)

#Create a Schema

#查看User表的metadata信息

User.__table__

#调用base的metadata.create_all方法在数据库中创建没有的表

Base.metadata.create_all(engine)

#Create an Instance of the Mapped Class

ed_user = User(name='ed', fullname='Ed Jones', password='edspassword')

"""

>> ed_user.name

'ed'

>> ed_user.password

'edspassword'

>> str(ed_user.id)

'None'

"""

#Creating a Session

from sqlalchemy.orm import sessionmaker

Session = sessionmaker(bind=engine)

'''

#另一种创建Session的方法

Session = sessionmaker()

Session.configure(bind=engine) # once engine is available

'''

#实例华Session

session = Session()

#Adding and Updating Objects

ed_user = User(name='ed', fullname='Ed Jones', password='edspassword')

session.add(ed_user)

session.add_all([

User(name='wendy', fullname='Wendy Williams', password='foobar'),

User(name='mary', fullname='Mary Contrary', password='xxg527'),

User(name='fred', fullname='Fred Flinstone', password='blah')])

ed_user.password = 'f8s7ccs'

session.dirty

session.new

#所用的操作都要commit后才会在数据库生效

session.commit()

"""

>> ed_user.id

"""

#Building a Relationship

from sqlalchemy import ForeignKey

from sqlalchemy.orm import relationship

class Address(Base):

__tablename__ = 'addresses'

id = Column(Integer, primary_key=True)

email_address = Column(String(20), nullable=False)

user_id = Column(Integer, ForeignKey('users.id'))

user = relationship("User", back_populates="addresses")

def __repr__(self):

return "<Address(email_address='%s')>" % self.email_address

User.addresses = relationship(

"Address", order_by=Address.id, back_populates="user")

Base.metadata.create_all(engine)

#Working with Related Objects

>> jack = User(name='jack', fullname='Jack Bean', password='gjffdd')

>> jack.addresses

[]

jack.addresses = [

Address(email_address='jack@google.com'),

Address(email_address='j25@yahoo.com')]

session.add(jack)

session.commit()

#Querying with Joins

for u, a in session.query(User, Address).\

filter(User.id==Address.user_id).\

filter(Address.email_address=='jack@google.com').\

all():

print(u)

print(a)

'''

SELECT users.id AS users_id,

users.name AS users_name,

users.fullname AS users_fullname,

users.password AS users_password,

addresses.id AS addresses_id,

addresses.email_address AS addresses_email_address,

addresses.user_id AS addresses_user_id

FROM users, addresses

WHERE users.id = addresses.user_id

AND addresses.email_address = ?

('jack@google.com',)

'''

for u, a in session.query(User, Address).\

filter(User.id==Address.user_id).\

all():

print(u.addresses)

print(a.user)

jack = session.query(User).\

filter_by(name='jack').one()

5、问题总结

(1)、编码问题

问题描述：sqlalchemy UnicodeEncodeError: 'latin-1' codec can't encode characters in position 0-3: ordinal not in range(256)

解决办法：连接数据库是如下连接：

engine = create_engine('mysql://username:password@host/database?charset=utf8',encoding='utf8',echo=False)

1	engine = create_engine('mysql://username:password@host/database?charset=utf8',encoding='utf8',echo=False)

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SQLAlchemy操作mysql使用记录

1、驱动安装

2、连接数据库

3、具体操作

5、问题总结

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1、驱动安装

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3、具体操作

5、问题总结

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