class Person(object):
 def __init__(self, name, age):
  self.name = name
  self.age = age
  
 def __str__(self):
  return 'name=%s, age=%s' % (self.name, self.age)

import operator
 
op = operator.attrgetter('name')
print(op(xmr))

import operator
 
p_list = [Person('xiemanR', 18), Person('zhangshan', 17), Person('lisi', 20), Person('wangwu', 25)]
 
r = sorted(p_list, key=operator.attrgetter('age'))
 
for i in r:
 print(i)

Person(name=zhangshan, age=17)
Person(name=xiemanR, age=18)
Person(name=lisi, age=20)
Person(name=wangwu, age=25)

class attrgetter:
 def __init__(self, attr, *attrs):
  if not attrs:
   if not isinstance(attr, str):
    raise TypeError('attribute name must be a string')
   names = attr.split('.')
   def func(obj):
    for name in names:
     obj = getattr(obj, name)
    return obj
   self._call = func
  else:
   getters = tuple(map(attrgetter, (attr,) + attrs))
   def func(obj):
    return tuple(getter(obj) for getter in getters)
   self._call = func
 
 def __call__(self, obj):
  return self._call(obj)

>>> class Test(object):
    pass
>>> test = Test()
# 查看類屬性
>>> dir(Test)
['__class__','__delattr__','__dict__','__doc__','__format__',
'__getattribute__', '__hash__', '__init__', '__module__',
 '__new__', '__reduce__', '__reduce_ex__', '__repr__', 
 '__setattr__', '__sizeof__', '__str__', '__subclasshook__',
 '__weakref__']
# 查看實(shí)例屬性
>>> dir(test)
['__class__', '__delattr__', '__dict__', '__doc__', '__format__', 
'__getattribute__', '__hash__', '__init__', '__module__',
 '__new__', '__reduce__', '__reduce_ex__', '__repr__',
 '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 
 '__weakref__']

>>> class Spring(object):
...   season = "the spring of class"
... 

# 查看Spring類保存的屬性
>>> Spring.__dict__
dict_proxy({'__dict__': <attribute '__dict__' of 'Spring' objects>, 
'season': 'the spring of class', 
'__module__': '__main__', 
'__weakref__': <attribute '__weakref__' of 'Spring' objects>, 
'__doc__': None})

# 通過(guò)兩種方法訪問(wèn)類屬性
>>> Spring.__dict__['season']
'the spring of class'
>>> Spring.season
'the spring of class'

>>> s = Spring()
# 實(shí)例屬性的__dict__是空的
>>> s.__dict__
{}
# 其實(shí)是指向的類屬性
>>> s.season
'the spring of class'

# 建立實(shí)例屬性
>>> s.season = "the spring of instance"
# 這樣，實(shí)例屬性里面就不空了。這時(shí)候建立的實(shí)例屬性和類屬性重名，并且把它覆蓋了
>>> s.__dict__
{'season': 'the spring of instance'}
>>> s.__dict__['season']
'the spring of instance'
>>> s.season
'the spring of instance'

# 類屬性沒(méi)有受到實(shí)例屬性的影響
>>> Spring.__dict__['season']
'the spring of class'
>>> Spring.__dict__
dict_proxy({'__dict__': <attribute '__dict__' of 'Spring' objects>, 'season': 'the spring of class', '__module__': '__main__', '__weakref__': <attribute '__weakref__' of 'Spring' objects>, '__doc__': None})

# 如果將實(shí)例屬性刪除,又會(huì)調(diào)用類屬性
>>> del s.season
>>> s.__dict__
{}
>>> s.season
'the spring of class'

# 自定義實(shí)例屬性，對(duì)類屬性沒(méi)有影響
>>> s.lang = "python"
>>> s.__dict__
{'lang': 'python'}
>>> s.__dict__['lang']
'python'

# 修改類屬性
>>> Spring.flower = "peach"
>>> Spring.__dict__
dict_proxy({'__module__': '__main__', 
'flower': 'peach', 
'season': 'the spring of class', 
'__dict__': <attribute '__dict__' of 'Spring' objects>, '__weakref__': <attribute '__weakref__' of 'Spring' objects>, '__doc__': None})
>>> Spring.__dict__['flower']
'peach'
# 實(shí)例中的__dict__并沒(méi)有變化
>>> s.__dict__
{'lang': 'python'}
# 實(shí)例中找不到flower屬性，調(diào)用類屬性
>>> s.flower
'peach'

# 定義類
>>> class Spring(object):
...   def tree(self, x):
...     self.x = x
...     return self.x
... 
# 方法tree在__dict__里面
>>> Spring.__dict__
dict_proxy({'__dict__': <attribute '__dict__' of 'Spring' objects>, 
'__weakref__': <attribute '__weakref__' of 'Spring' objects>, 
'__module__': '__main__', 
'tree': <function tree at 0xb748fdf4>, 
'__doc__': None})
>>> Spring.__dict__['tree']
<function tree at 0xb748fdf4>

# 建立實(shí)例，但是__dict__中沒(méi)有方法 
>>> t = Spring()
>>> t.__dict__
{}

# 執(zhí)行方法
>>> t.tree("xiangzhangshu")
'xiangzhangshu'
# 實(shí)例方法(t.tree('xiangzhangshu'))的第一個(gè)參數(shù)(self，但沒(méi)有寫出來(lái))綁定實(shí)例 t，透過(guò) self.x 來(lái)設(shè)定值，即給 t.__dict__添加屬性值。
>>> t.__dict__
{'x': 'xiangzhangshu'}
# 如果沒(méi)有將x 賦值給 self 的屬性，而是直接 return，結(jié)果發(fā)生了變化
>>> class Spring(object):
...   def tree(self, x):
...     return x
>>> s = Spring()
>>> s.tree("liushu")
'liushu'
>>> s.__dict__
{}

# 在類中定義__slots__屬性就是說(shuō)這個(gè)類中所有實(shí)例的屬性都在這兒了，如果幾百萬(wàn)個(gè)實(shí)例同時(shí)活動(dòng)，能節(jié)省大量?jī)?nèi)存
>>> class Spring(object):
...   __slots__ = ("tree", "flower")
... 
# 仔細(xì)看看 dir() 的結(jié)果，還有__dict__屬性嗎？沒(méi)有了，的確沒(méi)有了。也就是說(shuō)__slots__把__dict__擠出去了，它進(jìn)入了類的屬性。
>>> dir(Spring)
['__class__', '__delattr__', '__doc__', '__format__', '__getattribute__', '__hash__', '__init__', '__module__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__slots__', '__str__', '__subclasshook__', 'flower', 'tree']
>>> Spring.__slots__
('tree', 'flower')
# 實(shí)例化
>>> t = Spring()
>>> t.__slots__
('tree', 'flower')

# 通過(guò)類賦予屬性值
>>> Spring.tree = "liushu"
# tree這個(gè)屬性是只讀的, 實(shí)例不能修改
>>> t.tree = "guangyulan"
Traceback (most recent call last):
 File "<stdin>", line 1, in <module>
AttributeError: 'Spring' object attribute 'tree' is read-only
>>> t.tree
'liushu'

# 對(duì)于用類屬性賦值的屬性，只能用來(lái)修改
>>> Spring.tree = "guangyulan"
>>> t.tree
'guangyulan'

# 對(duì)于沒(méi)有用類屬性賦值的屬性，可以通過(guò)實(shí)例來(lái)修改
>>> t.flower = "haitanghua"
>>> t.flower
'haitanghua'
# 實(shí)例屬性的值并沒(méi)有傳回到類屬性，你也可以理解為新建立了一個(gè)同名的實(shí)例屬性
>>> Spring.flower
<member 'flower' of 'Spring' objects>
# 如果再給類屬性賦值
>>> Spring.flower = "ziteng"
>>> t.flower
'ziteng'

__setattr__(self,name,value)：如果要給 name 賦值，就調(diào)用這個(gè)方法。
__getattr__(self,name)：如果 name 被訪問(wèn)，同時(shí)它不存在的時(shí)候，此方法被調(diào)用。
__getattribute__(self,name)：當(dāng) name被訪問(wèn)時(shí)自動(dòng)被調(diào)用（注意：這個(gè)僅能用于新式類），無(wú)論 name 是否存在，都要被調(diào)用。
__delattr__(self,name)：如果要?jiǎng)h除 name，這個(gè)方法就被調(diào)用。
>>> class A(object):
...   def __getattr__(self, name):
...     print "You use getattr"
...   def __setattr__(self, name, value):
...     print "You use setattr"
...     self.__dict__[name] = value
# a.x，按照本節(jié)開(kāi)頭的例子，是要報(bào)錯(cuò)的。但是，由于在這里使用了__getattr__(self, name) 方法，當(dāng)發(fā)現(xiàn) x 不存在于對(duì)象的__dict__中的時(shí)候，就調(diào)用了__getattr__，即所謂“攔截成員”。
>>> a = A()
>>> a.x
You use getattr

# 給對(duì)象的屬性賦值時(shí)候，調(diào)用了__setattr__(self, name, value)方法，這個(gè)方法中有一句 self.__dict__[name] = value，通過(guò)這個(gè)語(yǔ)句，就將屬性和數(shù)據(jù)保存到了對(duì)象的__dict__中
>>> a.x = 7
You use setattr

# 測(cè)試__getattribute__(self,name)
>>> class B(object):
...   def __getattribute__(self, name):
...     print "you are useing getattribute"
...     return object.__getattribute__(self, name)
# 返回的內(nèi)容用的是 return object.__getattribute__(self, name)，而沒(méi)有使用 return self.__dict__[name]。因?yàn)槿绻眠@樣的方式，就是訪問(wèn) self.__dict__，只要訪問(wèn)這個(gè)屬性，就要調(diào)用`getattribute``，這樣就導(dǎo)致了無(wú)限遞歸

# 訪問(wèn)不存在的成員，可以看到，已經(jīng)被__getattribute__攔截了，雖然最后還是要報(bào)錯(cuò)的。
>>> b = B()
>>> b.y
you are useing getattribute
Traceback (most recent call last):
 File "<stdin>", line 1, in <module>
 File "<stdin>", line 4, in __getattribute__
AttributeError: 'B' object has no attribute 'y'

class Vector(object):
  def __init__(self, x, y):
    # 使用兩個(gè)前導(dǎo)下劃線，把屬性標(biāo)記為私有
    self.__x = float(x)
    self.__y = float(y)
  
  # porperty裝飾器把讀值方法標(biāo)記為特性
  @property
  def x(self):
    return self.__x
    
  @property
  def y(self):
    return self.__y
    
vector = Vector(3,4)
print(vector.x, vector.y)

class Rectangle(object):
  """
  the width and length of Rectangle
  """
  def __init__(self):
    self.width = 0
    self.length = 0

  def setSize(self, size):
    self.width, self.length = size
  def getSize(self):
    return self.width, self.length

if __name__ == "__main__":
  r = Rectangle()
  r.width = 3
  r.length = 4
  print r.getSize()  # (3,4)
  r.setSize( (30, 40) )
  print r.width  # 30
  print r.length  # 40

class Rectangle(object):
  """
  the width and length of Rectangle
  """
  def __init__(self):
    self.width = 0
    self.length = 0

  def setSize(self, size):
    self.width, self.length = size
  def getSize(self):
    return self.width, self.length
  # 使用property方法將函數(shù)封裝為屬性，更優(yōu)雅
  size = property(getSize, setSize)

if __name__ == "__main__":
  r = Rectangle()
  r.width = 3
  r.length = 4
  print r.size   # (30, 40)
  r.size = 30, 40
  print r.width  # 30
  print r.length  # 40

class NewRectangle(object):
  def __init__(self):
    self.width = 0
    self.length = 0
  
  def __setattr__(self, name, value):
    if name == 'size':
      self.width, self, length = value
    else:
      self.__dict__[name] = value
      
  def __getattr__(self, name):
    if name == 'size':
      return self.width, self.length
    else:
      raise AttrubuteErrir
      
if __name__ == "__main__":
  r = Rectangle()
  r.width = 3
  r.length = 4
  print r.size   # (30, 40)
  r.size = 30, 40
  print r.width  # 30
  print r.length  # 40

class A(object):
  author = "qiwsir"
  def __getattr__(self, name):
    if name != "author":
      return "from starter to master."

if __name__ == "__main__":
  a = A()
  print a.author # qiwsir
  print a.lang # from starter to master.