import sys, re, string def extract_words(path_to_file): """ Takes a path to a file and returns the non-stop words, after properly removing nonalphanumeric chars and normalizing for lower case """ if type(path_to_file) is not str or not path_to_file: return [] 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}".format(e.errno, path_to_file, e.strerror) return [] pattern = re.compile('[\W_]+') word_list = pattern.sub(' ', str_data).lower().split() 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}".format(e.errno, e.strerror) return [] stop_words.extend(list(string.ascii_lowercase)) return [w for w in word_list if not w in stop_words]