面向对象进阶
isinstance和issubclass
isinstance(obj,cls)检查是否obj是否是类 cls 的对象
class Foo(object): passobj = Foo()
isinstance(obj, Foo)
issubclass(sub, super)检查sub类是否是 super 类的派生类
class Foo(object): passclass Bar(Foo):
passissubclass(Bar, Foo)
反射
1 什么是反射
反射的概念是由Smith在1982年首次提出的,主要是指程序可以访问、检测和修改它本身状态或行为的一种能力(自省)。这一概念的提出很快引发了计算机科学领域关于应用反射性的研究。它首先被程序语言的设计领域所采用,并在Lisp和面向对象方面取得了成绩。
2 python面向对象中的反射:通过字符串的形式操作对象相关的属性。python中的一切事物都是对象(都可以使用反射)
四个可以实现自省的函数
下列方法适用于类和对象(一切皆对象,类本身也是一个对象)
def hasattr(*args, **kwargs): # real signature unknown """ Return whether the object has an attribute with the given name.This is done by calling getattr(obj, name) and catching AttributeError.
"""
pass
def getattr(object, name, default=None): # known special case of getattr """ getattr(object, name[, default]) -> valueGet a named attribute from an object; getattr(x, 'y') is equivalent to x.y.
When a default argument is given, it is returned when the attribute doesn't
exist; without it, an exception is raised in that case.
"""
pass
def setattr(x, y, v): # real signature unknown; restored from __doc__ """ Sets the named attribute on the given object to the specified value.setattr(x, 'y', v) is equivalent to ``x.y = v''
"""
pass
def delattr(x, y): # real signature unknown; restored from __doc__ """ Deletes the named attribute from the given object.delattr(x, 'y') is equivalent to ``del x.y''
"""
pass
class Foo: f = '类的静态变量' def __init__(self,name,age): self.name=name self.age=agedef say_hi(self):
print('hi,%s'%self.name)obj=Foo('egon',73)
#检测是否含有某属性
print(hasattr(obj,'name'))
print(hasattr(obj,'say_hi'))#获取属性
n=getattr(obj,'name')
print(n)
func=getattr(obj,'say_hi')
func()print(getattr(obj,'aaaaaaaa','不存在啊')) #报错
#设置属性
setattr(obj,'sb',True)
setattr(obj,'show_name',lambda self:self.name+'sb')
print(obj.dict)
print(obj.show_name(obj))#删除属性
delattr(obj,'age')
delattr(obj,'show_name')
delattr(obj,'show_name111')#不存在,则报错print(obj.dict)
class Foo(object):staticField = "old boy"
def init(self):
self.name = 'wupeiqi'def func(self):
return 'func'@staticmethod
def bar():
return 'bar'print getattr(Foo, 'staticField')
print getattr(Foo, 'func')
print getattr(Foo, 'bar')
#!/usr/bin/env python # -*- coding:utf-8 -*-import sys
def s1():
print 's1'def s2():
print 's2'this_module = sys.modules[name]
hasattr(this_module, 's1')
getattr(this_module, 's2')
导入其他模块,利用反射查找该模块是否存在某个方法
#!/usr/bin/env python # -*- coding:utf-8 -*-def test():
print('from the test')
#!/usr/bin/env python # -*- coding:utf-8 -*-"""
程序目录:
module_test.py
index.py当前文件:
index.py
"""import module_test as obj
#obj.test()
print(hasattr(obj,'test'))
getattr(obj,'test')()
__str__和__repr__
改变对象的字符串显示__str__,__repr__
自定制格式化字符串__format__
#_*_coding:utf-8_*_ format_dict={ 'nat':'{obj.name}-{obj.addr}-{obj.type}',#学校名-学校地址-学校类型 'tna':'{obj.type}:{obj.name}:{obj.addr}',#学校类型:学校名:学校地址 'tan':'{obj.type}/{obj.addr}/{obj.name}',#学校类型/学校地址/学校名 } class School: def __init__(self,name,addr,type): self.name=name self.addr=addr self.type=typedef repr(self):
return 'School(%s,%s)' %(self.name,self.addr)
def str(self):
return '(%s,%s)' %(self.name,self.addr)def format(self, format_spec):
# if format_spec
if not format_spec or format_spec not in format_dict:
format_spec='nat'
fmt=format_dict[format_spec]
return fmt.format(obj=self)s1=School('oldboy1','北京','私立')
print('from repr: ',repr(s1))
print('from str: ',str(s1))
print(s1)'''
str函数或者print函数--->obj.str()
repr或者交互式解释器--->obj.repr()
如果__str__没有被定义,那么就会使用__repr__来代替输出
注意:这俩方法的返回值必须是字符串,否则抛出异常
'''
print(format(s1,'nat'))
print(format(s1,'tna'))
print(format(s1,'tan'))
print(format(s1,'asfdasdffd'))
class B:def str(self):
return 'str : class B'def repr(self):
return 'repr : class B'b=B()
print('%s'%b)
print('%r'%b)
item系列
__getitem__\__setitem__\__delitem__
class Foo: def __init__(self,name): self.name=namedef getitem(self, item):
print(self.dict[item])def setitem(self, key, value):
self.dict[key]=value
def delitem(self, key):
print('del obj[key]时,我执行')
self.dict.pop(key)
def delattr(self, item):
print('del obj.key时,我执行')
self.dict.pop(item)f1=Foo('sb')
f1['age']=18
f1['age1']=19
del f1.age1
del f1['age']
f1['name']='alex'
print(f1.dict)
__del__
析构方法,当对象在内存中被释放时,自动触发执行。
注:此方法一般无须定义,因为Python是一门高级语言,程序员在使用时无需关心内存的分配和释放,因为此工作都是交给Python解释器来执行,所以,析构函数的调用是由解释器在进行垃圾回收时自动触发执行的。
class Foo:def del(self):
print('执行我啦')f1=Foo()
del f1
print('------->')#输出结果
执行我啦
------->
__new__
class A: def __init__(self): self.x = 1 print('in init function') def __new__(cls, *args, **kwargs): print('in new function') return object.__new__(A)a = A()
print(a.x)
class Singleton: def __new__(cls, *args, **kw): if not hasattr(cls, '_instance'): cls._instance = object.__new__(cls) return cls._instanceone = Singleton()
two = Singleton()two.a = 3
print(one.a)
# 3one和two完全相同,可以用id(), ==, is检测
print(id(one))
# 29097904
print(id(two))
# 29097904
print(one == two)
# True
print(one is two)单例模式
__call__
对象后面加括号,触发执行。
注:构造方法的执行是由创建对象触发的,即:对象 = 类名() ;而对于 __call__ 方法的执行是由对象后加括号触发的,即:对象() 或者 类()()
class Foo:def init(self):
passdef call(self, *args, **kwargs):
print('call')
obj = Foo() # 执行 init
obj() # 执行 call
with和__enter__,__exit__
class A: def __enter__(self): print('before')def exit(self, exc_type, exc_val, exc_tb):
print('after')with A() as a:
print('123')
class A: def __init__(self): print('init')def enter(self):
print('before')def exit(self, exc_type, exc_val, exc_tb):
print('after')with A() as a:
print('123')
class Myfile: def __init__(self,path,mode='r',encoding = 'utf-8'): self.path = path self.mode = mode self.encoding = encodingdef enter(self):
self.f = open(self.path, mode=self.mode, encoding=self.encoding)
return self.fdef exit(self, exc_type, exc_val, exc_tb):
self.f.close()with Myfile('file',mode='w') as f:
f.write('wahaha')
import pickle class MyPickledump: def __init__(self,path): self.path = pathdef enter(self):
self.f = open(self.path, mode='ab')
return selfdef dump(self,content):
pickle.dump(content,self.f)def exit(self, exc_type, exc_val, exc_tb):
self.f.close()class Mypickleload:
def init(self,path):
self.path = pathdef enter(self):
self.f = open(self.path, mode='rb')
return selfdef exit(self, exc_type, exc_val, exc_tb):
self.f.close()def load(self):
return pickle.load(self.f)def loaditer(self):
while True:
try:
yield self.load()
except EOFError:
breakwith MyPickledump('file') as f:
f.dump({1,2,3,4})
with Mypickleload('file') as f:
for item in f.loaditer():
print(item)
import pickle class MyPickledump: def __init__(self,path): self.path = pathdef enter(self):
self.f = open(self.path, mode='ab')
return selfdef dump(self,content):
pickle.dump(content,self.f)def exit(self, exc_type, exc_val, exc_tb):
self.f.close()class Mypickleload:
def init(self,path):
self.path = pathdef enter(self):
self.f = open(self.path, mode='rb')
return selfdef exit(self, exc_type, exc_val, exc_tb):
self.f.close()def iter(self):
while True:
try:
yield pickle.load(self.f)
except EOFError:
breakwith MyPickledump('file') as f:
f.dump({1,2,3,4})
with Mypickleload('file') as f:
for item in f:
print(item)
__len__
class A: def __init__(self): self.a = 1 self.b = 2def len(self):
return len(self.dict)
a = A()
print(len(a))
__hash__
class A: def __init__(self): self.a = 1 self.b = 2def hash(self):
return hash(str(self.a)+str(self.b))
a = A()
print(hash(a))
__eq__
class A: def __init__(self): self.a = 1 self.b = 2def eq(self,obj):
if self.a == obj.a and self.b == obj.b:
return True
a = A()
b = A()
print(a == b)
class FranchDeck: ranks = [str(n) for n in range(2,11)] + list('JQKA') suits = ['红心','方板','梅花','黑桃']def init(self):
self._cards = [Card(rank,suit) for rank in FranchDeck.ranks
for suit in FranchDeck.suits]def len(self):
return len(self._cards)def getitem(self, item):
return self._cards[item]deck = FranchDeck()
print(deck[0])
from random import choice
print(choice(deck))
print(choice(deck))
class FranchDeck: ranks = [str(n) for n in range(2,11)] + list('JQKA') suits = ['红心','方板','梅花','黑桃']def init(self):
self._cards = [Card(rank,suit) for rank in FranchDeck.ranks
for suit in FranchDeck.suits]def len(self):
return len(self._cards)def getitem(self, item):
return self._cards[item]def setitem(self, key, value):
self._cards[key] = valuedeck = FranchDeck()
print(deck[0])
from random import choice
print(choice(deck))
print(choice(deck))from random import shuffle
shuffle(deck)
print(deck[:5])
class Person: def __init__(self,name,age,sex): self.name = name self.age = age self.sex = sexdef hash(self):
return hash(self.name+self.sex)def eq(self, other):
if self.name == other.name and self.sex == other.sex:return Truep_lst = []
for i in range(84):
p_lst.append(Person('egon',i,'male'))print(p_lst)
print(set(p_lst))




浙公网安备 33010602011771号