python3.x 基础三：装饰器

时间：2022-04-18 22:10:53

装饰器：本质是函数，用于装饰其他函数，在不改变其他函数的调用和代码的前提下，增加新功能

原则：

1.不能修改被装饰函数的源代码

2.不能修改被装饰函数的调用方式

3.装饰函数对于被装饰函数透明

参考如下链接：

http://egon09.blog.51cto.com/9161406/1836763

实现装饰器的需求：

  1. 函数即“变量”，函数名指向内存中的函数体，加()表示调用
  2. 高价函数，将函数当做参数传递给其他函数
  3. 嵌套函数，在函数体内再定义函数

1.调用简单的函数：

import time
def test1():
    time.sleep(1)
print('in the test1')
test1()

output： 
in the test1

2.在不改变原来函数的定义和调用方式，增加计时功能

import time
def timmer(func):
def warpper(*args,**kwargs):
        start_time=time.time()
        func()
        stop_time=time.time()
print('the func run time is %s' %(stop_time-start_time))
return  warpper

@timmer
def test1():
    time.sleep(1)
print('in the test1')
test1()

output：
in the test1
the function  run time is -1.0007600784301758:
python3.x 基础三：装饰器python3.x 基础三：装饰器
# /usr/bin/env python
# -*- coding: utf-8 -*-
# Author:Jenvid.yang
# def foo():
#     print('in the foo')
#     bar()
# foo()
# bar() 未定义，肯定会报错

# def bar():
#     print('in the bar')
# def foo():
#     print('in the foo')
#     bar()
# foo()

# def foo():
#     print('in the foo')
#     bar()
# def bar():
#     print('in the bar')
# foo()
# 定义函数的时候，只是用函数名指向内存地址，只要函数执行步骤在函数定义之后即可，各函数间前后关系不影响

# def foo():
#     print('in the foo')
#     bar()
# foo()
# def bar():
#     print('in the bar')
函数名及调用关系

总结1：定义函数的时候，只是用函数名指向内存地址，只要函数执行步骤在函数定义步骤之后即可，各函数间定义先后不影响，与变量定义先后一个道理

 

高阶函数

1.把一个函数名当做实参传给另外一个函数--实现装饰器：不修改被装饰函数下，给源代码，也就是被装饰函数增加新功能

2.返回值中包含函数名--实现装饰器：不修改函数的调用方式

  • 函数返回实参函数内存地址
def bar():
print('in the bar')
def test1(func):
print(func)
test1(bar)
print('分割线'.center(30,'-'))
def test2(func):
return func
fff=test2(bar) # 将内存地址，也就是函数体，也就是test2返回值，赋值给一个变量
fff() # 变量加上()，表示调用
output：
<function bar at 0x7f5fa0a7d730>
-------------分割线--------------
in the bar
  • 高阶函数传参方式实现源代码bar没有被更改，调用方式被更改了
import time
def bar():
    time.sleep(1)
print('in the bar')
def test1(func):
    start_time=time.time()
    func()
    stop_time=time.time()
print('the function run time is %s' % (stop_time-start_time))
test1(bar)
output：
in the bar
the function run time is 1.0011107921600342
#被调用函数原来调用方式是：bar()，函数体里面的内容也没有更改
#新的函数是test1，调用的是test1()，改变了调用函数名，如果有生产线上已经在调用bar()，这种情况下意味着所有的调用bar函数的其他函数，都需要将bar改成test1
  • 高阶函数返回值方式实现函数调用方式不更改
import time
def bar():
    time.sleep(1)
print('in the bar')
def test1(func):
start_time=time.time()
return func
    stop_time=time.time()
print('the function run time is %s' % (stop_time-start_time))
bar=test1(bar)
bar()
output：
in the bar
# 高阶函数返回内存地址实现调用方式不更改，但函数的新功能又没加上
  • 嵌套函数，在高阶函数下，给新功能函数增加多一层函数嵌套
import time
def bar():
    time.sleep(1)
print('in the bar')
def timmer(func):
def test1():
        start_time=time.time()
        func()
        stop_time=time.time()
print('the function run time is %s' % (stop_time-start_time))
return test1  #返回test1的内存地址
bar=timmer(bar) #将bar函数地址作为实参传递给timmer函数的形参func，func将在嵌套函数test1里面进行调用
bar() #此时的bar其实是timmer函数地址，并不是原来的bar
output：
in the bar
the function run time is 1.0010881423950195
  • 语法糖
import time
def timmer(func):
def test1():
        start_time=time.time()
        func()
        stop_time=time.time()
print('the function run time is %s' % (stop_time-start_time))
return test1
# bar=timmer(bar)
@timmer  #只需要在被调用函数的前面用关键字符“@装饰器函数”，既可以实现装饰器效果
def bar():
    time.sleep(1)
print('in the bar')
bar()
output：
in the bar
the function run time is 1.0011053085327148
import time
def timmer(func):
def warpper():  #一般将装饰器嵌套函数名命名为warpper  据说懂了这个可以解决90%的问题
        start_time=time.time()
        func()
        stop_time=time.time()
print("the function  run time is %s:" %(start_time-stop_time))
return warpper
@timmer  #这里还是相当于更改被装饰函数的’变量名‘内存地址 bar=timmer(bar)
def bar():
    time.sleep(1)
print('in the bar')
bar()
  • 装饰器参数传值-被装饰函数传1个值
import time
def timmer(func):
    def warpper(name):
        start_time=time.time()
        func(name)
        stop_time=time.time()
        print("the function  run time is %s:" %(start_time-stop_time))
return warpper
@timmer
def test1(name):
    time.sleep(1)
    print('in the test1 %s',name)
test1('alex')
output：
in the test1 %s alex
the function  run time is -1.0006732940673828:
  • 装饰器参数传值-被装饰函数传2个值
import time
def timmer(func):
    def warpper(name,age):
        start_time=time.time()
        func(name,age)
        stop_time=time.time()
        print("the function  run time is %s:" %(start_time-stop_time))
return warpper
@timmer
def test1(name,age):
    time.sleep(1)
    print('in the test1 name is %s,age is %d'%(name,age))
test1('alex',18)
output：
in the test1 name is alex,age is 18
the function  run time is -1.000108003616333:
  • 装饰器参数传值-被装饰函数传n个值
import time
def timmer(func):
    # print('func timmer')
    def wrapper(*args,**kwargs):
        print('打印实参：',args,kwargs)
        start_time=time.time()
        func(*args,**kwargs)
        stop_time=time.time()
        print("the function  run time is %s:" % (stop_time-start_time))
return wrapper
@timmer
# test1=timmer(test1)
def test1(name,age):
    time.sleep(1)
    print('in the test1 func, name is %s,age is %d' % (name,age))
test1('alex',18)

@timmer
# test1=timmer(test1)
def test2(name,age,sex,salary):
    time.sleep(1)
    print('in the test1 func, name is %s,age is %d,sex is %s,salary is %d' % (name,age,sex,salary))
test2('alex',18,'man',3000)
output：
打印实参： ('alex', 18) {}
in the test1 func, name is alex,age is 18
the function  run time is 1.0013768672943115:
打印实参： ('alex', 18, 'man', 3000) {}
in the test1 func, name is alex,age is 18,sex is man,salary is 3000
the function  run time is 1.0012915134429932:
  • 试错过程：
  • import time
    def timmer(func):
        def warpper():
            # print(    '打印实参：',args,kwargs)
            start_time    =time.time()
            func()
            stop_time    =time.time()
            print(    "the function  run time is %s:" % (stop_time-start_time))
    return warpper
    @timmer #这里相当于test1=timmer(test1)=wrapper,test1加上参数相当于test1(name,age)=wrapper(name,age)
    def test1(name,age):
        time.sleep(    1)
        print(    'in the test1 name is %s,age is %s'%(name,age))
    test1(    'alex',18)
    输出如下：
    /usr/bin/python3.5 /root/PycharmProjects/S14/day04/bin/decoreate03.py
    Traceback (most recent call last):
      File     "/root/PycharmProjects/S14/day04/bin/decoreate03.py", line 17, in <module>
        test1(    'alex',18)
    TypeError: warpper() takes     0 positional arguments but 2 were given

    Process finished with exit code     1
    step1：定义装饰器函数体timmer
    step2：语法糖，调用装饰器函数，准备装饰下一行函数，返回内层嵌套函数变量warpper内存地址
    step3：定义函数体test1
    step4：调用函数test1，将test1作为实参，传递给装饰器timmer
    step5：warpper函数调用，需要讲test1的实参传递给wrapper，由于命名空间关系，test1的参数无法传递到warpper，func也无法获得实参
  • 给包装函数warrper增加形参
  • import time
    def timmer(func):
    def warpper(name,age):
    # print('打印实参：',args,kwargs)
            start_time=time.time()
            func()
            stop_time    =time.time()
    print("the function  run time is %s:" % (stop_time-start_time))
    return warpper
    @timmer      #test1=timmer(test1)
    def test1(name,age):
        time.sleep(    1)
    print('in the test1 name is %s,age is %s'%(name,age))
    test1(    'alex',18)
    输出如下
    /usr/bin/python3.5 /root/PycharmProjects/S14/day04/bin/decoreate03.py
    Traceback (most recent call last):
      File     "/root/PycharmProjects/S14/day04/bin/decoreate03.py", line 17, in <module>
        test1(    'alex',18)
      File     "/root/PycharmProjects/S14/day04/bin/decoreate03.py", line 9, in warpper
        func()
    TypeError: test1() missing     2 required positional arguments: 'name' and 'age'
    这个解释很明显，func就是test1，缺少了2个位置参数，把func()改成func(name,age)即正确

 

  • python3.x 基础三：装饰器python3.x 基础三：装饰器
    # /usr/bin/env python
    #     -*- coding: utf-8 -*-
    #     Author:Jenvid.yang
    import time
    def timmer(func): #func=test2
    def wrapper(*args,**kwargs):
            start_time    =time.time()
            func(    *args,**kwargs)
            stop_time    =time.time()
    print('func run time is %s' %(stop_time-start_time))
    return wrapper

    @timmer
    def bar():
        time.sleep(    1)
    print('in the bar')
    bar()
    @timmer      #test2=timmer(test2)=warpper  ->test2(name)=warpper(name)
    def test2(name):
        time.sleep(    1)
    print('in the test2',name)
    test2(    'alex')
    课堂分析源码
  • 被装饰函数如果带有返回值的情况
import time
def timmer(func):
# print('func timmer')
def wrapper(*args,**kwargs):
print('打印实参：',args,kwargs)
        start_time=time.time()
        func(*args,**kwargs)
        stop_time=time.time()
print("the function  run time is %s:" % (stop_time-start_time))
return wrapper
@timmer
# test1=timmer(test1)
def test1(name,age,address):
    time.sleep(1)
print('in the test1 func, name is %s,age is %d,address is %s' % (name,age,address))
test1('alex',18,'nuber001')
# @timmer
# test1=timmer(test1)
def test3(name,age,sex,salary):
    time.sleep(1)
# print('in the test1 func, name is %s,age is %d,sex is %s,salary is %d' % (name,age,sex,salary))
return (name,age,sex,salary)
print(test3('alex',18,'man',3000))
输出如下：
/usr/bin/python3.5 /root/PycharmProjects/S14/day04/decoreate02.py
打印实参： ('alex', 18, 'nuber001') {}
in the test1 func, name is alex,age is 18,address is nuber001
the function  run time is 1.0009291172027588:
('alex', 18, 'man', 3000)
Process finished with exit code 0
函数test1，没有返回值，装饰后正常输出
函数test2，带有返回值，没有装饰，打印了实参元组
如果test2装饰后呢？
import time
def timmer(func):
# print('func timmer')
def wrapper(*args,**kwargs):
print('打印实参：',args,kwargs)
        start_time=time.time()
        func(*args,**kwargs)
        stop_time=time.time()
print("the function  run time is %s:" % (stop_time-start_time))
return wrapper
@timmer
# test1=timmer(test1)
def test1(name,age,address):
    time.sleep(1)
print('in the test1 func, name is %s,age is %d,address is %s' % (name,age,address))
test1('alex',18,'nuber001')
@timmer
# test1=timmer(test1)
def test3(name,age,sex,salary):
    time.sleep(1)
# print('in the test1 func, name is %s,age is %d,sex is %s,salary is %d' % (name,age,sex,salary))
return (name,age,sex,salary)
print(test3('alex',18,'man',3000))
输出如下：
打印实参： ('alex', 18, 'nuber001') {}
in the test1 func, name is alex,age is 18,address is nuber001
the function  run time is 1.0010955333709717:
打印实参： ('alex', 18, 'man', 3000) {}
the function  run time is 1.0010552406311035:
None
带有返回值的test2被装饰后，变成了None，改变了原函数的输出，这是不允许的

给包装函数中的调用原函数增加赋值和返回值：
import time
def timmer(func):
# print('func timmer')
def wrapper(*args,**kwargs):
print('打印实参：',args,kwargs)
        start_time=time.time()
        res=func(*args,**kwargs)  #用一个变量保存原函数输出值
        stop_time=time.time()
print("the function  run time is %s:" % (stop_time-start_time))
return res #返回原函数结果给wrapper
return wrapper
@timmer
# test1=timmer(test1)
def test1(name,age,address):
    time.sleep(1)
print('in the test1 func, name is %s,age is %d,address is %s' % (name,age,address))
test1('alex',18,'nuber001')
@timmer
# test1=timmer(test1)
def test3(name,age,sex,salary):
    time.sleep(1)
# print('in the test1 func, name is %s,age is %d,sex is %s,salary is %d' % (name,age,sex,salary))
return (name,age,sex,salary)
print(test3('alex',18,'man',3000))
输出如下：
打印实参： ('alex', 18, 'nuber001') {}
in the test1 func, name is alex,age is 18,address is nuber001
the function  run time is 1.0010664463043213:
打印实参： ('alex', 18, 'man', 3000) {}
the function  run time is 1.0010428428649902:
('alex', 18, 'man', 3000)
  • 语法糖带参数情况，index使用本地验证，home使用ldap验证，同一个装饰器，如何实现不同的验证方式？
  • def deco(func):
    def wrapper(username,password):
    print('I am 包装1')
            func(username,password)
    print('I am 包装2')
    return wrapper
    @deco(auth_type    ='local')
    def index(username,password):
    print('welcome to index page',username)
    index(    'yzw','secret')
    @deco(auth_type    ='ldap')
    def home(username,password):
    print('welcome to home page',username)
    home(    'alex','secret')

     

  • 再嵌套一层函数
  • def auth(auth_type):
    def out_wrapper(func):
    def wrapper(username,password):
    if auth_type == 'local':
    print('via local certification')
    print('I am 包装前')
                    func(username,password)
    print('I am 包装后')
    elif auth_type == 'ldap':
    print('嘻嘻嘻嘻')
                    func(username, password)
    print('via ldap certfication')
    return wrapper
    return out_wrapper
    @auth(auth_type    ='local')
    #1.全部不带参数，相当于index=deco(index)
    #    2.被装饰函数带参数，相当于index=deco(index)=wrapper ->index(args)=wrapper(args)
    #    3.语法糖带参数，就需要多嵌套一层外层函数，将语法糖的参数传递给这一外层函数
    def index(username,password):
    print('welcome to index page <local>',username)
    index(    'yzw','secret')
    @auth(auth_type    ='ldap')
    def home(username,password):
    print('welcome to home page <ldap>',username)
    home(    'alex','secret')
    输出如下：
    /usr/bin/python3.5 /root/PycharmProjects/S14/day04/bin/decorate04.py
    via local certification
    I am 包装前
    welcome to index page <local> yzw
    I am 包装后
    嘻嘻嘻嘻
    welcome to home page <ldap> alex
    via ldap certfication

    Process finished with exit code 0

  • python3.x 基础三：装饰器python3.x 基础三：装饰器
    #/usr/bin/env python
    #    -*- coding: utf-8 -*-
    #    Author:jenvid.yang
    def auth(auth_type):
    def out_wrapper(func):
    def wrapper(*args,**kwargs):
    if auth_type == 'local':
    print('via local certification')
                    func(    *args,**kwargs)
    elif auth_type == 'ldap':
    print('via ldap certfication')
                    func(    *args, **kwargs)
    return wrapper
    return out_wrapper
    @auth(auth_type    ='local')
    #1.全部不带参数，相当于index=deco(index)
    #    2.被装饰函数带参数，相当于index=deco(index)=wrapper ->index(args)=wrapper(args)
    #    3.语法糖带参数，就需要多嵌套一层外层函数，将语法糖的参数传递给这一外层函数
    def index(username,password):
    print('welcome to index page <local>',username)
    index(    'yzw','secret')
    @auth(auth_type    ='ldap')
    def home(username,password):
    print('welcome to home page <ldap>',username)
    home(    'alex','secret')
    改成万能参数
  • python3.x 基础三：装饰器python3.x 基础三：装饰器
    # /usr/bin/env python
    #     -*- coding: utf-8 -*-
    #     Author:Jenvid.yang
    import time
    user,passwd    ='alex','abc123'
    def auth(auth_type):
    print('auth func:',auth_type)
    def outer_wrapper(func):
    def wrapper(*args,**kwargs):
    print('wrapper func args:',*args,**kwargs)
    if auth_type == 'local':
                    username    =input('username:').strip()
                    password    =input('password:').strip()
    if user == username and passwd == password:
    print('\033[32;1m user has passed authentication \033[0m')
                        res     = func(*args,**kwargs)
    print('xxxxx')
    return res
    else:
                        exit(    '\033[31;1m invalid username or password \033[0m')
    elif auth_type == 'ldap':
    print('xxxx')
    return wrapper
    return outer_wrapper
    # @auth
    def index():
    print('welcome to index page')
    @auth(auth_type    ='local')  #home=wrapper()
    def home():
    print('welcom to home page')
    return ('from home')
    # 函数结果被改变
    @auth(auth_type='ldap')
    def bbs():
    print('welcome to bbs page')

    index()
    print(home()) # wrapper()
    bbs()
    课堂分析源码
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