import re
import collections
from cppy.cp_util import stopwordfilepath, testfilepath

stopwords = set(open(stopwordfilepath, encoding='utf8').read().split(','))
words = re.findall('[a-z]{2,}',
                   open(testfilepath, encoding='utf8').read().lower())
counts = collections.Counter(w for w in words if w not in stopwords)
for (w, c) in counts.most_common(10):
    print(w, '-', c)
'''
熟练的软件工程师，会如此简单完成任务
后面的例子，我们必须变的啰嗦一些，不能用这种太 hacker 的写法
'''