SQLAlchemy on the way

时间:2023-03-09 21:25:54
SQLAlchemy on the way

SQLAlchemy Trial

This is a great ORM ( Object-Relational Mapper ) which is compatible with  xxxx and many others.

SQLAlchemy 0.8 Documentation

link: http://docs.sqlalchemy.org/en/rel_0_8/orm/examples.html

        

IMPORTANT TO GO THROUGH

Object Relational Tutorial

http://docs.sqlalchemy.org/en/rel_0_8/

  

需要看的东西:

python - __str__ 和 __repr__ 的区别!!

原帖地址:  http://blog.****.net/yyt8yyt8/article/details/7030416

内建函数str()和repr() (representation,表达,表示)或反引号操作符(``)可以方便地以字符串的方式获取对象的内容、类型、数值属性等信息。str()函数得到的字符串可读性好(故被print调用),而repr()函数得到的字符串通常可以用来重新获得该对象,通常情况下 obj==eval(repr(obj)) 这个等式是成立的。这两个函数接受一个对象作为其参数,返回适当的字符串。

事实上repr()和``做一样的事情,返回一个对象的“官方”字符串表示。其结果绝大多数情况下(不是所有)可以通过求值运算(内建函数eval())重新得到该对象。

str()则不同,它生成一个对象的可读性好的字符串表示,结果通常无法用eval()求值,但适合print输出。

如下例:

>>> class D(object):
... def __str__(self):
... return "a __str__"
... def __repr__(self):
... return "a __repr__"
...
>>> dr = D()
>>> print dr
a __str__
>>> dr
a __repr__
>>> "%s" % dr
'a __str__'
>>> "%r" % dr
'a __repr__'
>>> dr
a __repr__
>>>print dr
'a __str__'

为什么有了repr()还需要``? 

Python中,有的操作符和函数是做同样的事情,原因是某些场合下函数会比操作符更适合使用,比如函数对象可作为参数传递。双星号(**)乘方运算和pow()内建函数都返回x的y次方.

其他专用类的方法:python_专用类方法

链接地址:http://www.cnblogs.com/xupeizhi/archive/2012/07/20/2601598.html

基本的code可以是这样的

# create SQL engine
from sqlalchemy import create_engine # To maintain a catalog of classes and tables relative to that base
from sqlalchemy.ext.declarative import declarative_base # To accomplish the class mapped to the table with objects that present \
# the components of our table
from sqlalchemy import Column, Integer, String # To start a session to talk to SQL database
from sqlalchemy.orm import sessionmaker # [Create Engine]
engine = create_engine('sqlite:///:memory:', echo = True) # An instance to set rules :)
Base = declarative_base() class User(Base):
__tablename__='users' id = Column(Integer, primary_key= True)
name = Column(String)
fullname = Column(String)
password = Column(String) def __init__(self, name, fullname, password):
self.name = name
self.fullname = fullname
self.password = password # Optional: This is used for to check out elments visually
def __repr__(self):
return "<User('%s', '%s', '%s')>" % (self.name, self.fullname, self.password) # start a session class instance
Session = sessionmaker() # Bind engine to a session
Session.configure(bind=engine) # once engine is available # instantiate a session
session = Session() # The above Session is associated with our SQLite-enabled Engine,\
# but it hasn’t opened any connections yet. \
# When it’s first used, it retrieves a connection \
# from a pool of connections maintained by the Engine,
# and holds onto it until we commit all changes and/or close the session object.

然后,根据提示下面继续。session的内容,session filter

很重要的内容:

http://docs.sqlalchemy.org/en/rel_0_8/orm/tutorial.html#adding-new-objects

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" alt="" />

在session这里面,很有意思,当取出来数据的时候。比如

thief = session.query(User).filter_by(name="wendy").first()

这时候,修改thief.name = "jake"

然后再session.commit()

会发现数据库里面数据被改动了。wendy变成jake了。

×××用等于号直接赋值,相当于是别名,都还是在同一个对象上进行操作的。

如果我们只是想取得数据的副本,而不是对原数据进行操作的话。

因为直接操作的都是class 对象,所以不能采用像是数组、元组、那样新建一个slice切片 a = b[:],这样在这种对象复制中是不行的。这里可以使用copy模块。

    import copy

  copy模块分为1浅拷贝(默认拷贝) 2深拷贝

    1.浅拷贝 只拷贝子类,不拷贝对象的父类

    2.深拷贝拷贝对象的子类与父类

---------------这样拷贝对象,进行操作后,也不会在session.commit() 后,对数据造成错误处理了。这样是为了方便既要修改数据又要只提取部分数据的工作。

详情请看 http://www.jb51.net/article/15714.htm Python

拷贝对象(深拷贝deepcopy与浅拷贝copy)

关于session,还有一些session.dirty的用法

We can add more User objects at once using add_all():

>>> session.add_all([
... User('wendy', 'Wendy Williams', 'foobar'),
... User('mary', 'Mary Contrary', 'xxg527'),
... User('fred', 'Fred Flinstone', 'blah')])

Also, Ed has already decided his password isn’t too secure, so lets change it:

>>> ed_user.password = 'f8s7ccs'

The Session is paying attention. It knows, for example, that Ed Jones has been modified:

>>> session.dirty
IdentitySet([<User('ed','Ed Jones', 'f8s7ccs')>])

and that three new User objects are pending:

>>> session.new
IdentitySet([<User('wendy','Wendy Williams', 'foobar')>,
<User('mary','Mary Contrary', 'xxg527')>,
<User('fred','Fred Flinstone', 'blah')>])

We tell the Session that we’d like to issue all remaining changes to the database and commit the transaction, which has been in progress throughout. We do this via commit():

sql>>> session.commit()