#!/usr/bin/env python import sys, re, operator, string, traceback # # The functions # 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) 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 pattern = re.compile('[\W_]+') word_list = pattern.sub(' ', str_data).lower().split() return word_list def remove_stop_words(word_list): assert(type(word_list) is list), "I need a list!" try: with open('../stop_words.txt') as f: stop_words = f.read().split(',') except IOError as e: print("I/O error({0}) when opening ../stops_words.txt: {1}! I quit!".format(e.errno, e.strerror)) raise e stop_words.extend(list(string.ascii_lowercase)) return [w for w in word_list if not w in stop_words] def frequencies(word_list): assert(type(word_list) is list), "I need a list!" assert(word_list != []), "I need a non-empty list!" 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): assert(type(word_freq) is dict), "I need a dictionary!" assert(word_freq != {}), "I need a non-empty dictionary!" try: return sorted(word_freq.items(), key=operator.itemgetter(1), reverse=True) except Exception as e: print("Sorted threw {0}".format(e)) raise e # # The main function # try: assert(len(sys.argv) > 1), "You idiot! I need an input file!" word_freqs = sort(frequencies(remove_stop_words(extract_words(sys.argv[1])))) assert(type(word_freqs) is list), "OMG! This is not a list!" assert(len(word_freqs) > 25), "SRSLY? Less than 25 words!" for (w, c) in word_freqs[0:25]: print(w, '-', c) except Exception as e: print("Something wrong: {0}".format(e)) traceback.print_exc()