filter(function, sequence):对sequence中的item依次执行function(item),将执行结果为True的item组成一个List/String/Tuple(取决于sequence的类型)返回:
>>> def f(x): return x % 2 != 0 and x % 3 != 0 >>> filter(f, range(2, 25)) [5, 7, 11, 13, 17, 19, 23]>>> def f(x): return x != 'a' >>> filter(f, "abcdef") 'bcdef'map(function, sequence) :对sequence中的item依次执行function(item),见执行结果组成一个List返回:>>> def cube(x): return x*x*x >>> map(cube, range(1, 11)) [1, 8, 27, 64, 125, 216, 343, 512, 729, 1000]>>> def cube(x) : return x + x ... >>> map(cube , "abcde") ['aa', 'bb', 'cc', 'dd', 'ee']另外map也支持多个sequence,这就要求function也支持相应数量的参数输入:>>> def add(x, y): return x+y >>> map(add, range(8), range(8)) [0, 2, 4, 6, 8, 10, 12, 14]reduce(function, sequence, starting_value):对sequence中的item顺序迭代调用function,如果有starting_value,还可以作为初始值调用,例如可以用来对List求和:>>> def add(x,y): return x + y >>> reduce(add, range(1, 11)) 55 (注:1+2+3+4+5+6+7+8+9+10)>>> reduce(add, range(1, 11), 20) 75 (注:1+2+3+4+5+6+7+8+9+10+20)