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October 19, 2016 14:58
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,144 @@ import asyncio import aiohttp import os import random import re import sys import traceback from io import StringIO from lxml.html import parse, make_links_absolute from lxml.cssselect import CSSSelector from lxml.html.clean import Cleaner from urllib.parse import urlparse from urllib.request import url2pathname class Spider: def __init__(self, main, urlfilter, selector, limit=100000, tasks=1): self._limit = limit self._main = main self._filter = urlfilter self._selector = selector loop = asyncio.get_event_loop() self._q = asyncio.Queue(loop=loop) self._session = aiohttp.ClientSession(loop=loop) self._workers = [asyncio.Task(self._work()) for i in range(tasks)] self._seen = set() self._done = 0 directory = os.path.dirname(os.path.realpath(__file__)) self._data_directory = os.path.join(directory, '..', 'data', main) self._ensure_directory(self._data_directory) def __del__(self): self._session.close() def _save(self, html, url): print(url) cleaner = Cleaner() cleaner.javascript = True cleaner.style = True h = self._selector(cleaner.clean_html(html)) text = "\n".join([p.text_content() for p in h if p.text_content() is not None]) path = url2pathname(urlparse(url).path)[:-1] path = os.path.join(self._data_directory, path[1:]) if text: self._ensure_directory(os.path.dirname(path)) with open(path, 'w') as f: f.write(text) def _ensure_directory(self, directory): os.makedirs(directory, exist_ok=True) async def _parse(self, text, url): content = await text sel = CSSSelector('a') try: html = parse(StringIO(make_links_absolute(content, self._main))) except: return for el in sel(html): href = el.get('href') if (href is not None and href not in self._seen and ('http://' + self._main in href or 'https://' + self._main in href)): self._q.put_nowait(href) self._seen.add(href) if re.match(self._filter, url): self._save(html, url) self._done += 1 sys.stdout.write("Scraped %i pages, last %s \r" % (self._done, url)) async def _work(self): while True: page = await self._q.get() try: if self._done < self._limit: with aiohttp.Timeout(10): async with self._session.get(page) as resp: if resp.status == 200: await self._parse(resp.text(), page) await asyncio.sleep(1.0 * random.random()) elif resp.status == 503: await asyncio.sleep(5) else: print("REDIRECT! %s" % page) except Exception as err: traceback.print_exc() print("%s" % err) self._q.task_done() async def run(self): await self._q.put('http://' + self._main) await self._q.join() for w in self._workers: w.cancel() def err(loop, context): print("error in loop: %s context: %s" % (loop, context)) a = [ Spider('www.nytimes.com', r"https?://www\.nytimes\.com/\d{4}.*", CSSSelector('.story-body-text')), Spider('www.thenation.com', r"https?://www\.thenation\.com/article.*", CSSSelector('.article-body p')), Spider('www.washingtonpost.com', r"https?://www\.washingtonpost\.com/.*/\d{4}/\d{2}.*", CSSSelector('#article-body article')), Spider('dailycaller.com', r"https?://dailycaller\.com/\d{4}.*", CSSSelector('#dc-word-up')), Spider('www.buzzfeed.com', r"https?://www\.buzzfeed\.com/.*", CSSSelector('.c p')), Spider('www.thedailybeast.com', r"https?://www\.thedailybeast\.com/articles/.*", CSSSelector('.BodyNodes .Text')), Spider('www.huffingtonpost.com', r"https?://www\.huffingtonpost\.com/.*", CSSSelector('.text p')), Spider('www.vox.com', r"https?://www\.vox\.com/\d{4}/.*", CSSSelector('.c-entry-content p')), Spider('www.breitbart.com', r"https?://www\.breitbart\.com/.*", CSSSelector('.the-article p, h2')), Spider('nypost.com', r"https?://nypost\.com/\d{4}.*", CSSSelector('.entry-content p')), Spider('www.nydailynews.com', r"https?://www\.nydailynews\.com/.*", CSSSelector('article p')) ] loop = asyncio.get_event_loop() loop.set_exception_handler(err) loop.run_until_complete(asyncio.gather(*[asyncio.ensure_future(i.run()) for i in a]))