lambda函数小结
1.lambda表达式:
以前看人家写一个长式子就能干一件我写一个函数干的事情觉得好帅,现在通过学习知道了lambda表达式其原理就是一个函数,而且是一个只能处理简单功能的函数。
#普通函数
1 def func(a):
2 return a+1
3 print func(1000)
4
#lambda表达式
5 func0 = lambda a:a+1
6 print func0(1000)
通过对比可以看出lambda表达式就是函数的简单表示。
1.处理简单逻辑。
2.自动return。
内置函数系列
1.filter函数:
对于序列中的元素进行筛选,最终获取符合条件的序列:(简单理解为取出值为Ture的值)
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" alt="" />
li = [11, 22, 33] new_list = filter(lambda arg: arg > 22, li) #filter第一个参数为空,将获取原来序列
2.map函数:
遍历序列,对序列中每个元素进行操作,最终获取新的序列。
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" 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使用map函数将会对列表中的所有元素进行操作。map有两个参数(函数,列表),它会在内部遍历列表中的每一个元素,执行传递过来的函数参数。在输出到新列表中。
Python包含 6 中内建的序列,包括列表、元组、字符串。
'''例子1'''
li = [11,22,33] def func1(arg):
return arg + 1 #这里是四则运算 new_list = map(func1,li) #这里有两个参数 (函数和序列),函数自己制定,一般和lambda结合使用更方便。
new_list1= map(lambda a:a + 100,li)
print new_list
输出结果:[12, 23, 34]
print new_list1
输出结果:[12, 23, 34] '''例子2'''
li = ['hello','nihao',]
def func1(arg):
return '%s test string' % arg #或者使用+进行拼接万恶的+能不用最好不用他会在内存中开辟新的空间! new_strlist = map(func1,li)
print new_strlist 输出结果:['shuaige test string', 'nihao test string'] '''例子3'''
li = 'abcdefg'
def func1(arg):
return '%s test string' % arg new_list = map(func1,li)
print new_list
#结果:['a test string', 'b test string', 'c test string', 'd test string', 'e test string', 'f test string', 'g test string']
注意多个列表操作,每个序列的数量要相同。
"""
注意列表的个数值要一样
"""
la1=[11,22,33]
la2=[3,4,5]
la3=[1,2,4]
print map(lambda a,b,c:a+b+c,la1,la2,la3)
输出结果>>[15, 28, 42]
3.reduce函数
对于序列内所有元素进行累计操作
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" alt="" />
li = [1,2,3,4,5,6,7,8]
result = reduce(lambda a1,a2:a1+a2,li) #累乘、除、加、减
print result # reduce的第一个参数,函数必须要有两个参数,因为他是两两进行操作
# reduce的第二个参数,要循环的序列
# reduce的第三个参数,初始值 #初始值
li = [1,2,3,4,5,6,7,8]
result = reduce(lambda a1,a2:a1+a2,li,100000) #累乘、除、加、减
print result