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10 months ago
from collections import Counter
from cppy.cp_util import *
def extract_words(path_to_file):
assert(type(path_to_file) is str), "I need a string!"
assert(path_to_file), "I need a non-empty string!"
try:
with open(path_to_file,encoding='utf-8') as f:
str_data = f.read()
except IOError as e:
print("I/O error({0}) when opening {1}: {2}! I quit!".format(e.errno, path_to_file, e.strerror))
raise e
return re_split(str_data)
def remove_stop_words(word_list):
assert(type(word_list) is list), "I need a list!"
try:
stop_words = get_stopwords()
except IOError as e:
print("I/O error({0}) opening stops_words.txt: {1}! I quit!".format(e.errno, e.strerror))
raise e
return [w for w in word_list if not w in stop_words]
def frequencies(word_list):
return Counter(word_list)
def sort(word_freq):
return word_freq.most_common()
if __name__ == '__main__':
word_freqs = sort(frequencies(remove_stop_words(extract_words(testfilepath))))
print_word_freqs(word_freqs)