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Python多線程、異步+多進(jìn)程爬蟲實(shí)現(xiàn)代碼

2020-01-04 17:45:10
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這篇文章主要介紹了Python多線程、異步+多進(jìn)程爬蟲實(shí)現(xiàn)代碼,需要的朋友可以參考下
 

安裝Tornado
省事點(diǎn)可以直接用grequests庫,下面用的是tornado的異步client。 異步用到了tornado,根據(jù)官方文檔的例子修改得到一個簡單的異步爬蟲類。可以參考下最新的文檔學(xué)習(xí)下。 
pip install tornado

異步爬蟲

#!/usr/bin/env python# -*- coding:utf-8 -*-import timefrom datetime import timedeltafrom tornado import httpclient, gen, ioloop, queuesimport tracebackclass AsySpider(object):  """A simple class of asynchronous spider."""  def __init__(self, urls, concurrency=10, **kwargs):    urls.reverse()    self.urls = urls    self.concurrency = concurrency    self._q = queues.Queue()    self._fetching = set()    self._fetched = set()  def fetch(self, url, **kwargs):    fetch = getattr(httpclient.AsyncHTTPClient(), 'fetch')    return fetch(url, **kwargs)  def handle_html(self, url, html):    """handle html page"""    print(url)  def handle_response(self, url, response):    """inherit and rewrite this method"""    if response.code == 200:      self.handle_html(url, response.body)    elif response.code == 599:  # retry      self._fetching.remove(url)      self._q.put(url)  @gen.coroutine  def get_page(self, url):    try:      response = yield self.fetch(url)      print('######fetched %s' % url)    except Exception as e:      print('Exception: %s %s' % (e, url))      raise gen.Return(e)    raise gen.Return(response)  @gen.coroutine  def _run(self):    @gen.coroutine    def fetch_url():      current_url = yield self._q.get()      try:        if current_url in self._fetching:          return        print('fetching****** %s' % current_url)        self._fetching.add(current_url)        response = yield self.get_page(current_url)        self.handle_response(current_url, response)  # handle reponse        self._fetched.add(current_url)        for i in range(self.concurrency):          if self.urls:            yield self._q.put(self.urls.pop())      finally:        self._q.task_done()    @gen.coroutine    def worker():      while True:        yield fetch_url()    self._q.put(self.urls.pop())  # add first url    # Start workers, then wait for the work queue to be empty.    for _ in range(self.concurrency):      worker()    yield self._q.join(timeout=timedelta(seconds=300000))    assert self._fetching == self._fetched  def run(self):    io_loop = ioloop.IOLoop.current()    io_loop.run_sync(self._run)class MySpider(AsySpider):  def fetch(self, url, **kwargs):    """重寫父類fetch方法可以添加cookies,headers,timeout等信息"""    cookies_str = "PHPSESSID=j1tt66a829idnms56ppb70jri4; pspt=%7B%22id%22%3A%2233153%22%2C%22pswd%22%3A%228835d2c1351d221b4ab016fbf9e8253f%22%2C%22_code%22%3A%22f779dcd011f4e2581c716d1e1b945861%22%7D; key=%E9%87%8D%E5%BA%86%E5%95%84%E6%9C%A8%E9%B8%9F%E7%BD%91%E7%BB%9C%E7%A7%91%E6%8A%80%E6%9C%89%E9%99%90%E5%85%AC%E5%8F%B8; think_language=zh-cn; SERVERID=a66d7d08fa1c8b2e37dbdc6ffff82d9e|1444973193|1444967835; CNZZDATA1254842228=1433864393-1442810831-%7C1444972138"  # 從瀏覽器拷貝cookie字符串    headers = {      'User-Agent': 'mozilla/5.0 (compatible; baiduspider/2.0; +http://www.baidu.com/search/spider.html)',      'cookie': cookies_str    }    return super(MySpider, self).fetch(  # 參數(shù)參考tornado文檔      url, headers=headers, request_timeout=1    )  def handle_html(self, url, html):    print(url, html)def main():  urls = []  for page in range(1, 100):    urls.append('http://www.baidu.com?page=%s' % page)  s = MySpider(urls)  s.run()if __name__ == '__main__':  main()

可以繼承這個類,塞一些url進(jìn)去,然后重寫handle_page處理得到的頁面。

異步+多進(jìn)程爬蟲
還可以再變態(tài)點(diǎn),加個進(jìn)程池,使用了multiprocessing模塊。效率颼颼的,

#!/usr/bin/env python# -*- coding:utf-8 -*-import timefrom multiprocessing import Poolfrom datetime import timedeltafrom tornado import httpclient, gen, ioloop, queuesclass AsySpider(object):  """A simple class of asynchronous spider."""  def __init__(self, urls, concurrency):    urls.reverse()    self.urls = urls    self.concurrency = concurrency    self._q = queues.Queue()    self._fetching = set()    self._fetched = set()  def handle_page(self, url, html):    filename = url.rsplit('/', 1)[1]    with open(filename, 'w+') as f:      f.write(html)  @gen.coroutine  def get_page(self, url):    try:      response = yield httpclient.AsyncHTTPClient().fetch(url)      print('######fetched %s' % url)    except Exception as e:      print('Exception: %s %s' % (e, url))      raise gen.Return('')    raise gen.Return(response.body)  @gen.coroutine  def _run(self):    @gen.coroutine    def fetch_url():      current_url = yield self._q.get()      try:        if current_url in self._fetching:          return        print('fetching****** %s' % current_url)        self._fetching.add(current_url)        html = yield self.get_page(current_url)        self._fetched.add(current_url)        self.handle_page(current_url, html)        for i in range(self.concurrency):          if self.urls:            yield self._q.put(self.urls.pop())      finally:        self._q.task_done()    @gen.coroutine    def worker():      while True:        yield fetch_url()    self._q.put(self.urls.pop())    # Start workers, then wait for the work queue to be empty.    for _ in range(self.concurrency):      worker()    yield self._q.join(timeout=timedelta(seconds=300000))    assert self._fetching == self._fetched  def run(self):    io_loop = ioloop.IOLoop.current()    io_loop.run_sync(self._run)def run_spider(beg, end):  urls = []  for page in range(beg, end):    urls.append('http://127.0.0.1/%s.htm' % page)  s = AsySpider(urls, 10)  s.run()def main():  _st = time.time()  p = Pool()  all_num = 73000  num = 4  # number of cpu cores  per_num, left = divmod(all_num, num)  s = range(0, all_num, per_num)  res = []  for i in range(len(s)-1):    res.append((s[i], s[i+1]))  res.append((s[len(s)-1], all_num))  print res  for i in res:    p.apply_async(run_spider, args=(i[0], i[1],))  p.close()  p.join()  print time.time()-_stif __name__ == '__main__':  main()

多線程爬蟲
線程池實(shí)現(xiàn).

#!/usr/bin/env python# -*- coding:utf-8 -*-import Queueimport sysimport requestsimport osimport threadingimport timeclass Worker(threading.Thread):  # 處理工作請求  def __init__(self, workQueue, resultQueue, **kwds):    threading.Thread.__init__(self, **kwds)    self.setDaemon(True)    self.workQueue = workQueue    self.resultQueue = resultQueue  def run(self):    while 1:      try:        callable, args, kwds = self.workQueue.get(False)  # get task        res = callable(*args, **kwds)        self.resultQueue.put(res)  # put result      except Queue.Empty:        breakclass WorkManager:  # 線程池管理,創(chuàng)建  def __init__(self, num_of_workers=10):    self.workQueue = Queue.Queue()  # 請求隊(duì)列    self.resultQueue = Queue.Queue()  # 輸出結(jié)果的隊(duì)列    self.workers = []    self._recruitThreads(num_of_workers)  def _recruitThreads(self, num_of_workers):    for i in range(num_of_workers):      worker = Worker(self.workQueue, self.resultQueue)  # 創(chuàng)建工作線程      self.workers.append(worker)  # 加入到線程隊(duì)列  def start(self):    for w in self.workers:      w.start()  def wait_for_complete(self):    while len(self.workers):      worker = self.workers.pop()  # 從池中取出一個線程處理請求      worker.join()      if worker.isAlive() and not self.workQueue.empty():        self.workers.append(worker)  # 重新加入線程池中    print 'All jobs were complete.'  def add_job(self, callable, *args, **kwds):    self.workQueue.put((callable, args, kwds))  # 向工作隊(duì)列中加入請求  def get_result(self, *args, **kwds):    return self.resultQueue.get(*args, **kwds)def download_file(url):  #print 'beg download', url  requests.get(url).textdef main():  try:    num_of_threads = int(sys.argv[1])  except:    num_of_threads = 10  _st = time.time()  wm = WorkManager(num_of_threads)  print num_of_threads  urls = ['http://www.baidu.com'] * 1000  for i in urls:    wm.add_job(download_file, i)  wm.start()  wm.wait_for_complete()  print time.time() - _stif __name__ == '__main__':  main()

這三種隨便一種都有很高的效率,但是這么跑會給網(wǎng)站服務(wù)器不小的壓力,尤其是小站點(diǎn),還是有點(diǎn)節(jié)操為好。


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