import re

def word_fre(filepath):

fre = {}

with open(filepath) as f:

for line in f:

line = re.sub('\W+', ' ', line) # \W匹配任意非数字和字母字符,都将其替换为空格

print(line)

words = line.split()

for word in words:

if not fre.get(word):

fre[word] = 1

else:

fre[word] +=1

num_ten = sorted(fre.items(), key=lambda x:x[1], reverse=True)[:10]

num_ten = [x[0] for x in num_ten]

return num_ten

from collections import Counter

def word_fre2(filepath):

with open(filepath) as f:

return list(map(lambda x: x[0], Counter(re.sub('\W+',

' ', f.read()).split()).most_common(10)))

if __name__ == '__main__':

filepath = "31.txt"

print(word_fre2(filepath))