7c1b64977ca136ecd9e443041efbc6d4267cb180,sumy/algorithms/edmundson.py,EdmundsonMethod,key_method,#EdmundsonMethod#,83

Before Change

        words = map(self.stem_word, self._document.words)
        words = filter(self._is_bonus_word, words)
        word_counts = Counter(self.stem_word(w) for w in words)
        word_frequencies = word_counts.values()
        max_word_frequency = 1 if not word_frequencies else max(word_frequencies)
        significant_words = tuple(w for w, c in word_counts.items()
            if c/max_word_frequency > weight)

        return self._get_best_sentences(self._document.sentences,
            sentences_count, self._rate_sentence_by_key_method,
            significant_words)

    def _is_bonus_word(self, word):
        return word in self._bonus_words

After Change

        summarization_method = EdmundsonKeyMethod(self._document, self._stemmer,
            self._bonus_words)

        return summarization_method(sentences_count, weight)

    def title_method(self, sentences_count):
        self.__check_null_words()

Instances