import sys, re, operator, string, inspect from cppy.cp_util import * # # The functions # def extract_words(path_to_file): try: with open(path_to_file, 'r', encoding='utf-8') as f: str_data = f.read() except IOError as e: print(f"I/O error({e.errno}) when opening {path_to_file}: {e.strerror}") return [] word_list = re.findall('\w+', str_data.lower()) return word_list def remove_stop_words(word_list): try: stop_words = set(get_stopwords()) except IOError as e: print(f"I/O error({e.errno}) when opening stops_words.txt: {e.strerror}") return word_list stop_words.update(string.ascii_lowercase) return [w for w in word_list if w not in stop_words] def frequencies(word_list): if type(word_list) is not list or word_list == []: return {} word_freqs = {} for w in word_list: if w in word_freqs: word_freqs[w] += 1 else: word_freqs[w] = 1 return word_freqs def sort(word_freq): if type(word_freq) is not dict or word_freq == {}: return [] return sorted(word_freq.items(), key=operator.itemgetter(1), reverse=True) if __name__ == '__main__': word_freqs = sort(frequencies(remove_stop_words(extract_words(testfilepath)))) print_word_freqs(word_freqs)