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PYTHON压平嵌套列表的简单实现

Jun 16, 2016 am 08:47 AM
python

list 是 Python 中使用最频繁的数据类型, 标准库里面有丰富的函数可以使用。

不过,如果把多维列表转换成一维列表(不知道这种需求多不多),还真不容易找到好用的函数,

要知道Ruby、Mathematica、Groovy中可是有flatten的啊。

如果列表是维度少的、规则的,还算好办

例如:

li=[[1,2],[3,4],[5,6]]
print [j for i in li for j in i]
#or
from itertools import chain
print list(chain(*li))
#or
a=[[1,2],[3,4],[5,6]]
t=[]
[t.extend(i) for i in a]
print t
#or
print sum(li,[])
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对于复杂一些的,如:li=[1,[2],[[3]],[[4,[5],6]]],上面的方法就不好使了,得换个方法了,
从结构上看像是树状的,很容易联想到了目录的遍历,于是就有了下面的做法:

def flat(tree):
  res = []
  for i in tree:
    if isinstance(i, list):
      res.extend(flat(i))
    else:
      res.append(i)
  return res
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另一种思路,嵌套列表无非就是有很多成对的方括号,一维的列表只有一对,把中间的去掉就行了,转换为字符串就好办了

def flatten(seq):
  s=str(seq).replace('[', '').replace(']', '') #当然也可以用正则
  return [eval(x) for x in s.split(',') if x.strip()]
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不过,这种做法对于列表中出现包含"["或"]"的字符串时就无能为力了,需要改进.

其他方法:

国外某论坛上见到的,同样是递归,一行搞定

flat=lambda L: sum(map(flat,L),[]) if isinstance(L,list) else [L]
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下面这个方法用到Tkinter模块,在邮件列表看到的方法。估计很多同学还不知道它能办到吧,也算是python自带。注意,windows版的python都自带Tkinter模块的,linux默认则没有

from Tkinter import _flatten

li=reduce(lambda *x:list(x),range(2,6),[1])
print li
print _flatten(li)
#Out:
#[[[[[1], 2], 3], 4], 5]
#(1, 2, 3, 4, 5)
#对元组同样适用
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还有一些第三方模块提供这样的功能,如sympy、numpy、pipe等

对于嵌套的元组,无需多说了吧,只需稍加改动就可以了

以上这篇PYTHON压平嵌套列表的简单实现就是小编分享给大家的全部内容了,希望能给大家一个参考,也希望大家多多支持脚本之家。

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