from __future__ import absolute_import from __future__ import division, print_function, unicode_literals from sumy.parsers.html import HtmlParser from sumy.parsers.plaintext import PlaintextParser from sumy.nlp.tokenizers import Tokenizer from sumy.summarizers.lsa import LsaSummarizer as Summarizer from sumy.nlp.stemmers import Stemmer from sumy.utils import get_stop_words import lxml.html list_of_pages = ['http://postach.us10.list-manage1.com/track/click?u=819841bd24897de296a130d94&id=1fbd285a11&e=01afa4fcef'] stemmer = Stemmer('English') summarizer = Summarizer(stemmer) summarizer.stop_words = get_stop_words(LANGUAGE) for url in list_of_pages: parser = HtmlParser.from_url(url, Tokenizer(LANGUAGE)) print(lxml.html.parse(url).find(".//title").text) print(url), for sentence in summarizer(parser.document, 2): print(sentence),
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