(完整word版)python常用函数.pdf
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1、1.map()函数map()是 Python 内置的高阶函数,它接收一个函数 f 和一个 list,并通过把函数f 依次作用在list 的每个元素上,得到一个新的list 并返回。例如,对于 list 1,2,3,4,5,6,7,8,9如果希望把 list 的每个元素都作平方,就可以用map()函数:因此,我们只需要传入函数f(x)=x*x,就可以利用 map()函数完成这个计算:def f(x):return x*x print map(f,1,2,3,4,5,6,7,8,9)输出结果:1,4,9,10,25,36,49,64,81可以用列表替代注意:map()函数不改变原有的list,而是
2、返回一个新的list。利用 map()函数,可以把一个list 转换为另一个list,只需要传入转换函数。由于 list 包含的元素可以是任何类型,因此,map()不仅仅可以处理只包含数值的list,事实上它可以处理包含任意类型的list,只要传入的函数f 可以处理这种数据类型。假设用户输入的英文名字不规范,没有按照首字母大写,后续字母小写的规则,请利用map()函数,把一个 list(包含若干不规范的英文名字)变成一个包含规范英文名字的list:输入:adam,LISA,barT 输出:Adam,Lisa,Bart format_name(s)函数接收一个字符串,并且要返回格式化后的字符串,
3、利用map()函数,就可以输出新的 list。参考代码:def format_name(s):return s0.upper()+s1:.lower()print map(format_name,adam,LISA,barT)2.reduce()函数reduce()函数也是 Python内置的一个高阶函数。reduce()函数接收的参数和map()类似,一个函数 f,一个 list,但行为和map()不同,reduce()传入的函数f 必须接收两个参数,reduce()对 list的每个元素反复调用函数f,并返回最终结果值。例如,编写一个f 函数,接收 x 和 y,返回 x 和 y 的和:de
4、f f(x,y):return x+y 调用 reduce(f,1,3,5,7,9)时,reduce 函数将做如下计算:文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3
5、 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7
6、X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8
7、文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:C
8、Q10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H
9、1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8
10、HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8先计算头两个元素:f(1,3),结果为 4;再把
11、结果和第3 个元素计算:f(4,5),结果为 9;再把结果和第4 个元素计算:f(9,7),结果为 16;再把结果和第5 个元素计算:f(16,9),结果为 25;由于没有更多的元素了,计算结束,返回结果25。上述计算实际上是对list 的所有元素求和。虽然 Python内置了求和函数sum(),但是,利用 reduce()求和也很简单。reduce()还可以接收第 3 个可选参数,作为计算的初始值。如果把初始值设为100,计算:reduce(f,1,3,5,7,9,100)结果将变为 125,因为第一轮计算是:计算初始值和第一个元素:f(100,1),结果为 101。Python内置了求和函
12、数sum(),但没有求积的函数,请利用recude()来求积:输入:2,4,5,7,12 输出:2*4*5*7*12的结果reduce()接收的函数 f 需要两个参数,并返回一个结果,以便继续进行下一轮计算。参考代码:def prod(x,y):return x*y print reduce(prod,2,4,5,7,12)3.filter()函数文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O
13、8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:
14、CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1
15、H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8
16、 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L1
17、0M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G
18、3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K
19、7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8filter()函数是 Python 内置的另一个有用的高阶函数,filter()函数接收一个 函数 f 和一个 list,这个函数 f 的作用是对每个元素进行判断,返回True 或 False,filter()根据判断结果自动过滤掉不符合条件的元素,返回由符合条件元素组成的新list。例如,要从一个 list 1,4,6,7,9,12,17中删除偶数,保留奇数,首先,要编写一个判断奇数的函数:def is_odd
20、(x):return x%2=1 然后,利用 filter()过滤掉偶数:filter(is_odd,1,4,6,7,9,12,17)结果:1,7,9,17 利用 filter(),可以完成很多有用的功能,例如,删除None 或者空字符串:def is_not_empty(s):return s and len(s.strip()0 filter(is_not_empty,test,None,str,END)结果:test,str,END 注意:s.strip(rm)删除 s 字符串中开头、结尾处的rm 序列的字符。当 rm 为空时,默认删除空白符(包括n,r,t,),如下:a=123 a.s
21、trip()结果:123 a=tt123rn a.strip()结果:123请利用 filter()过滤出 1100中平方根是整数的数,即结果应该是:文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2
22、Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5
23、L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C
24、5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI
25、7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I3O8文档编码:CQ10I1H1U2Q8 HP5L10M1C5G3 ZI7K7X3I
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