V2EX = way to explore
V2EX 是一个关于分享和探索的地方
现在注册
已注册用户请  登录
V2EX 提问指南
gaotongfei
V2EX  ›  问与答

ubuntu 下 python 使用 selenium + PhantomJS 时出错

  •  
  •   gaotongfei · 2015-03-15 23:36:17 +08:00 · 2125 次点击
    这是一个创建于 3570 天前的主题,其中的信息可能已经有所发展或是发生改变。

    因为爬取的网站用到了AJAX,所以我想要使用selenium抓取数据。但是用selenium速度太慢,于是使用PhantomJS来加快速度。但是使用时会报错,各位帮忙看看吧。
    爬取的网站是这个http://www.ncbi.nlm.nih.gov/pubmed?term=(%222013%22%5BDate%20-%20Publication%5D%20%3A%20%222013%22%5BDate%20-%20Publication%5D)
    爬的内容是每篇论文的链接。

    ps:selenium用的是pip install -U selenium安装的,应该是最新版吧。Phantomjs用的是1.9.7版

    #coding=utf-8
    from selenium import webdriver
    from selenium.webdriver.common.by import By
    from selenium.webdriver.support.ui import WebDriverWait
    from selenium.webdriver.support import expected_conditions as EC
    from selenium.webdriver.common.keys import Keys
    import time
    import re
    
    domain = "http://www.ncbi.nlm.nih.gov/"
    url_tail = "pubmed?term=(%222013%22%5BDate%20-%20Publication%5D%20%3A%20%222013%22%5BDate%20-%20Publication%5D)"
    url = domain + url_tail
    
    browser = webdriver.PhantomJS()
    browser.get(url)
    
    
    def extract_data(browser):
        links = browser.find_elements_by_css_selector("div.rprt div.rslt p.title a")
        return [link.get_attribute("href") for link in links]
    
    page_start, page_end = 1, 3
    
    '''每次都从page_start开始'''
    page_number_box = browser.find_element_by_xpath("//*[@id='pageno']").clear()
    page_number_box_cleared = browser.find_element_by_xpath("//*[@id='pageno']")
    page_number_box_cleared.send_keys(str(page_start) + Keys.RETURN)
    
    '''建立文件links.txt,模式为append'''
    with open('links.txt', 'a') as f:
        for page in range(page_start, page_end+1):
            f.write("page" + str(page) + '\n')
            WebDriverWait(browser, 20).until(
                EC.presence_of_element_located((By.CSS_SELECTOR, "div.rprt p.title"))
            )
            '''写入链接尾部的数字'''
            for line in extract_data(browser):
                line_re = re.findall('\d+', line)
                f.write(str(line_re) + '\n')
    
            print "page %d" % page
    
    
            time.sleep(5)
            '''点击下一页'''
            browser.find_element_by_css_selector("div.pagination a.next").click()
    
    browser.close()
    

    报错:

    Traceback (most recent call last):
      File "scrape_url.py", line 25, in <module>
        page_number_box = browser.find_element_by_xpath("//*[@id='pageno']").clear()
      File "/usr/local/lib/python2.7/dist-packages/selenium/webdriver/remote/webdriver.py", line 232, in find_element_by_xpath
        return self.find_element(by=By.XPATH, value=xpath)
      File "/usr/local/lib/python2.7/dist-packages/selenium/webdriver/remote/webdriver.py", line 664, in find_element
        {'using': by, 'value': value})['value']
      File "/usr/local/lib/python2.7/dist-packages/selenium/webdriver/remote/webdriver.py", line 175, in execute
        self.error_handler.check_response(response)
      File "/usr/local/lib/python2.7/dist-packages/selenium/webdriver/remote/errorhandler.py", line 166, in check_response
        raise exception_class(message, screen, stacktrace)
    selenium.common.exceptions.NoSuchElementException: Message: {"errorMessage":"Unable to find element with xpath '//*[@id='pageno']'","request":{"headers":{"Accept":"application/json","Accept-Encoding":"identity","Connection":"close","Content-Length":"101","Content-Type":"application/json;charset=UTF-8","Host":"127.0.0.1:46413","User-Agent":"Python-urllib/2.7"},"httpVersion":"1.1","method":"POST","post":"{\"using\": \"xpath\", \"sessionId\": \"99f43900-cb27-11e4-99bd-f371f24cc826\", \"value\": \"//*[@id='pageno']\"}","url":"/element","urlParsed":{"anchor":"","query":"","file":"element","directory":"/","path":"/element","relative":"/element","port":"","host":"","password":"","user":"","userInfo":"","authority":"","protocol":"","source":"/element","queryKey":{},"chunks":["element"]},"urlOriginal":"/session/99f43900-cb27-11e4-99bd-f371f24cc826/element"}}
    Screenshot: available via screen
    

    先谢过各位了。

    2 条回复    2015-03-16 00:19:04 +08:00
    gaotongfei
        1
    gaotongfei  
    OP
       2015-03-15 23:46:38 +08:00
    其实最奇怪的是我几天前用原样的代码运行是正常的。。。
    而且我只要把`browser = webdriver.PhantomJS()` 改为`browser = webdriver.Firefox()`就可以运行,但是实在太慢了。5万多页不知道要爬到什么时候。而且中途还经常抛出异常(可能是因为网渣)。
    gaotongfei
        2
    gaotongfei  
    OP
       2015-03-16 00:19:04 +08:00
    啊哈,在stackoverflow上找到了一个解决方法。
    屏蔽掉css,图片和js,虽然PhantomJS还是不能用,但是确实速度变快了,目的达到就好。

    ```
    firefox_profile = webdriver.FirefoxProfile()
    firefox_profile.set_preference("browser.download.folderList", 2)
    firefox_profile.set_preference("permissions.default.stylesheet", 2)
    firefox_profile.set_preference("permissions.default.image", 2)
    firefox_profile.set_preference("javascript.enable", False)

    browser = webdriver.Firefox(firefox_profile=firefox_profile)
    ```

    http://stackoverflow.com/questions/20892768/how-to-speed-up-browsing-in-selenium-firefox
    http://stackoverflow.com/questions/17462884/is-selenium-slow-or-is-my-code-wrong
    关于   ·   帮助文档   ·   博客   ·   API   ·   FAQ   ·   实用小工具   ·   974 人在线   最高记录 6679   ·     Select Language
    创意工作者们的社区
    World is powered by solitude
    VERSION: 3.9.8.5 · 22ms · UTC 19:11 · PVG 03:11 · LAX 11:11 · JFK 14:11
    Developed with CodeLauncher
    ♥ Do have faith in what you're doing.