【问题标题】:How to prevent lxml.etree.HTML( data ) from crashing on certain type of data?如何防止 lxml.etree.HTML( data ) 在某些类型的数据上崩溃?
【发布时间】:2013-03-12 16:38:21
【问题描述】:

我正在运行etree.HTML( data ),如下所示,有很多不同的data 内容。但是,对于特定的data 内容,lxml.etree.HTML 不会解析它,而是进入无限循环并消耗 100% 的 CPU。

有谁知道下面这个data 中的确切原因是什么?更重要的是,如何防止这种情况发生在无限数量的随机损坏的data 上?

编辑:原来这是 lxml 2.7.8 及以下版本的错误(在 至少)。更新到 lxml 2.9.0,bug 消失了。

编辑:我知道这构成了一个无限循环,但这并不是我遇到的不良行为。它以健康的data 内容运行良好(作为无限循环)。对于不健康的data 内容,如下所示,循环将停止,RAM 将开始填满,当它满时,所有 CPU 进入等待状态。原始调试请参见this question

#!/usr/bin/python
# -*- coding: utf-8 -*-
#

import sys
from lxml import etree



data = '''
<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" xmlns:og="http://opengraphprotocol.org/schema/" xmlns:fb="http://www.facebook.com/2008/fbml">
<head>
<meta charset="UTF-8">
    <title>The 20 Most Despicable Things Gordon Ramsay Has Said and Done, Ranked -- Grub Street New York</title>

    <link rel="alternate" type="application/rss+xml" title="RSS 2.0" href="http://feedproxy.google.com/nymag/grubstreet" />



    <meta name="Headline" content="The 20 Most Despicable Things Gordon Ramsay Has Said and Done, Ranked" />
    <meta name="keywords" content="april bloomfield, el gordo, frank bruni, gordon ramsay, lawsuits, lists, marcus samuelsson, mario batali, shitlist, spotted pig, sued" />

    <meta name="description" content="Racism, fat-shaming, and vegetarian trickery." />

    <meta name="Byline" content="Sierra Tishgart" />
    <meta name="Type_of_Feature" content="" />
    <meta name="Issue_Date" content="March  8, 2013 12:50 PM" />
    <meta name="related_stories" content="The 20 Most Despicable Things Gordon Ramsay Has Said and Done, Ranked" />
    <meta name="document_type" content="Blog" />
    <meta name="category" content="Lists" />

    <link rel="image_src" href="http://pixel.nymag.com/imgs/daily/grub/2013/03/08/08-gorgon-ramsay.o.jpg/a_146x97.jpg" />
    <link rel="canonical" href="http://newyork.grubstreet.com/2013/03/20-despicable-things-gordon-ramsay.html" id="canonical" />

    <script>
        var canonicalUrl = "http://newyork.grubstreet.com/2013/03/20-despicable-things-gordon-ramsay.html";
    </script>



    <meta name="content.tags.primary" content=";network - Grub Street,;city - New York City,;tag - lists" />
    <meta name="content.tags" content=";tag - april bloomfield,;tag - el gordo,;tag - frank bruni,;tag - gordon ramsay,;tag - lawsuits,;tag - marcus samuelsson,;tag - mario batali,;tag - shitlist,;tag - spotted pig,;tag - sued" />
    <meta name="content.hierarchy" content="New York City:Grub Street" />
    <meta name="content.type" content="Blog" />
    <meta name="content.subtype" content="Blog Entry" />    


    <meta property="fb:app_id" content="206283005644" />
    <meta property="og:title" content="The 20 Most Despicable Things Gordon Ramsay Has Said and Done, Ranked" />
    <meta property="og:description" content="Racism, fat-shaming, and vegetarian trickery." /> 
    <meta property="og:image" content="http://pixel.nymag.com/imgs/daily/grub/2013/03/08/08-gorgon-ramsay.o.jpg/a_146x97.jpg"/>
    <meta property="og:url" content="http://newyork.grubstreet.com/2013/03/20-despicable-things-gordon-ramsay.html" />
    <meta property="og:type" content="article" />
    <meta property="og:site_name" content="Grub Street New York" />





    <meta name="viewport" content="width=1020">

<link type="text/css" rel="stylesheet" href="http://cache.nymag.com/css/screen/grubstreet/grubstreet-core.css" media="all" />
<link type="text/css" rel="stylesheet" href="http://cache.nymag.com/css/screen/section/daily/slideshow.css" media="all" />
<link type="text/css" rel="stylesheet" href="http://cache.nymag.com/css/screen/echo.css" media="all" />
<link type="text/css" rel="stylesheet" href="http://cache.nymag.com/css/screen/loginRegister.css" media="all" />
<link rel="stylesheet" href="http://cache.nymag.com/css/screen/advertising.css" media="all" />
<link rel="shortcut icon" href="http://images.nymag.com/gfx/grubst/favicon.ico" />

<style type="text/css">
#adsplashtop,#pushdown {padding:5px 5px;}
#pushdown {border-top:1px solid #737373}
</style>











    <!--[if IE 6]>
    <link rel="stylesheet" href="http://cache.nymag.com/css/screen/grubstreet/win-ie6.css" type="text/css" media="screen, projection" />
<![endif]-->

<!--[if IE 7]>
    <link rel="stylesheet" href="http://cache.nymag.com/css/screen/grubstreet/win-ie7.css" type="text/css" media="screen, projection" />
<![endif]-->




    <script type="text/javascript">
        var NYM = {};
        NYM.config = {};
        NYM.config.membership = {
            "service":"nym"
        };
        NYM.config.advertising = {
            "sitename":"nym.grubstreet"
        };

    </script>




<script type="text/javascript">
    var date = 'March 12, 2013 12:42:38';
    var currDate=new Date(date);
    var GRUBST = {};
    if (!NYM) {  
        var NYM = {};
        NYM.config = {};
        NYM.config.membership = {
            "service":"nym"
        };
        NYM.config.advertising = {
             "sitename":"nym.grubstreet"
        };
    }
</script>
<script type="text/javascript" src="http://cache.nymag.com/scripts/modernizr-1.7.min.js"></script>
<script type="text/javascript" src="http://ajax.googleapis.com/ajax/libs/jquery/1.4.2/jquery.min.js"></script>
<script type="text/javascript" src="http://cache.nymag.com/scripts/jquery-ui-1.8.2.custom.min.js"></script>
<script type="text/javascript" src="http://cache.nymag.com/scripts/ad_manager.js"></script>
<script type="text/javascript" src="http://cache.nymag.com/js/2/global.js"></script>
<script type="text/javascript" src="http://cache.nymag.com/scripts/skinTakeover.js"></script>
<script type="text/javascript" src="http://cache.nymag.com/scripts/grubstreet-controls.js"></scr
'''







n = 0
while True:
    n += 1

    tree = etree.HTML( data )
    m = tree.xpath("//meta[@property]")

    print '-', n 
    for i in m:
        print n 
        #print (i.attrib['property'], i.attrib['content'])

对于快速版本,您可以使用:

import sys
from lxml import etree

print("%-20s: %s" % ('Python',           sys.version_info))
print("%-20s: %s" % ('lxml.etree',       etree.LXML_VERSION))
print("%-20s: %s" % ('libxml used',      etree.LIBXML_VERSION))
print("%-20s: %s" % ('libxml compiled',  etree.LIBXML_COMPILED_VERSION))
print("%-20s: %s" % ('libxslt used',     etree.LIBXSLT_VERSION))
print("%-20s: %s" % ('libxslt compiled', etree.LIBXSLT_COMPILED_VERSION))

我有:

OS                  : Ubuntu 12.10 (AWS)
Python              : sys.version_info(major=2, minor=7, micro=3, releaselevel='final', serial=0)
lxml.etree          : (3, 1, 0, 0)
libxml used         : (2, 7, 8)
libxml compiled     : (2, 7, 8)
libxslt used        : (1, 1, 26)
libxslt compiled    : (1, 1, 26)

【问题讨论】:

    标签: python html debugging lxml


    【解决方案1】:

    这是一种使用 lxml 解析部分 HTML 的方法。它似乎解决了似乎出现在 libxml(2、7、8)或更早版本中的挂起问题:

        parser = LH.HTMLParser()
        parser.feed(data)
        root = parser.close()
        m = root.xpath('//meta[@property]')
    

    import sys
    import lxml.html as LH
    import lxml.etree as ET
    
    data = '''
    <!DOCTYPE html>
    <!--[if lt IE 7]> <html class="ie6"> <![endif]-->
    <!--[if IE 7]>    <html class="ie7"> <![endif]-->
    <!--[if IE 8]>    <html class="ie8"> <![endif]-->
    <!--[if gt IE 8]><!--> <html> <!--<![endif]-->
    <head profile="http://gmpg.org/xfn/11">
     <meta charset="UTF-8">
     <title>
         Erased US data shows 1 in 4 missiles in Afghan airstrikes now fired by drone: The Bureau of Investigative Journalism  </title>
    
     <meta name="description" content="Drone data has been wiped from the Air Force website.">
    
     <meta name="generator" content="Magicalia 2010" />
     <meta name="google-site-verification" content="bGFVI6kAZGjMNNiS6LGvBDWSGydwyWQI3gogCD4xP50" />
    
     <link href="http://cdn-images.mailchimp.com/embedcode/slim-081711.css" rel="stylesheet" type="text/css">
     <link rel="stylesheet" href="http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/css/screen.css" type="text/css" media="screen, projection" />
     <link rel="stylesheet" href="http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/css/print.css" type="text/css" media="print" />
     <link rel="stylesheet" href="http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/style.css?3" type="text/css" media="screen, projection" />
    
     <!--[if IE]>
       <link rel="stylesheet" href="http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/css/lib/ie.css" type="text/css" media="screen, projection" />
     <![endif]-->
    
     <!--[if lt IE 7]>
       <script defer type="text/javascript" src="http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/js/pngfix.js"></script>
     <![endif]-->
    
     <!--[if gte IE 5.5]>
       <script language="javaScript" src="http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/js/dhtml.js" type="text/javaScript"></script>
     <![endif]-->
    
     <link rel="alternate" type="application/rss+xml" title="The Bureau of Investigative Journalism RSS Feed" href="http://www.thebureauinvestigates.com/feed/" />
     <link rel="pingback" href="http://www.thebureauinvestigates.com/xmlrpc.php" />
    
     <link rel="alternate" type="application/rss+xml" title="The Bureau of Investigative Journalism &raquo; Erased US data shows 1 in 4 missiles in Afghan airstrikes now fired by drone Comments Feed" href="http://www.thebureauinvestigates.com/2013/03/12/erased-us-data-shows-1-in-4-missiles-in-afghan-airstrikes-now-fired-by-drone/feed/" />
    <link rel='stylesheet' id='mailchimp-css'  href='http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/lib/mailchimp.dev.css?ver=3.5.1' type='text/css' media='all' />
    <link rel='stylesheet' id='donate-css'  href='http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/lib/donate.dev.css?ver=3.5.1' type='text/css' media='all' />
    <link rel='stylesheet' id='tubepress-css'  href='http://www.thebureauinvestigates.com/wp-content/plugins/tubepress/src/main/web/css/tubepress.css?ver=3.5.1' type='text/css' media='all' />
    <link rel='stylesheet' id='NextGEN-css'  href='http://www.thebureauinvestigates.com/wp-content/plugins/nextgen-gallery/css/nggallery.css?ver=1.0.0' type='text/css' media='screen' />
    <link rel='stylesheet' id='shutter-css'  href='http://www.thebureauinvestigates.com/wp-content/plugins/nextgen-gallery/shutter/shutter-reloaded.css?ver=1.3.4' type='text/css' media='screen' />
    <link rel='stylesheet' id='stbCSS-css'  href='http://www.thebureauinvestigates.com/wp-content/plugins/wp-special-textboxes/css/wp-special-textboxes.css.php?ver=4.3.72' type='text/css' media='all' />
    <link rel='stylesheet' id='grid-css'  href='http://www.thebureauinvestigates.com/wp-content/plugins/big-brother/css/grid.css?ver=3.5.1' type='text/css' media='all' />
    <link rel='stylesheet' id='reveal-css'  href='http://www.thebureauinvestigates.com/wp-content/plugins/big-brother/css/reveal.css?ver=3.5.1' type='text/css' media='all' />
    <link rel='stylesheet' id='app-css'  href='http://www.thebureauinvestigates.com/wp-content/plugins/big-brother/css/app.css?ver=3.5.1' type='text/css' media='all' />
    <script type='text/javascript' src='http://www.thebureauinvestigates.com/wp-includes/js/jquery/jquery.js?ver=1.8.3'></script>
    <script type='text/javascript' src='http://www.thebureauinvestigates.com/wp-content/plugins/tubepress/src/main/web/js/tubepress.js?ver=3.5.1'></script>
    <script type='text/javascript' src='http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/js/jquery.cycle.js?ver=3.5.1'></script>
    <script type='text/javascript' src='http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/js/search.js?ver=3.5.1'></script>
    <script type='text/javascript' src='http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/js/nav/superfish.js?ver=3.5.1'></script>
    <script type='text/javascript' src='http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/js/nav/supersubs.js?ver=3.5.1'></script>
    <script type='text/javascript' src='http://www.thebureauinvestigates.com/wp-content/themes/dxw_magicalia/js/home.js?ver=3.5.1'></sc
    '''
    
    if __name__ == '__main__':
    
        print("%-20s: %s" % ('Python',           sys.version_info))
        print("%-20s: %s" % ('lxml.etree',       ET.LXML_VERSION))
        print("%-20s: %s" % ('libxml used',      ET.LIBXML_VERSION))
        print("%-20s: %s" % ('libxml compiled',  ET.LIBXML_COMPILED_VERSION))
        print("%-20s: %s" % ('libxslt used',     ET.LIBXSLT_VERSION))
        print("%-20s: %s" % ('libxslt compiled', ET.LIBXSLT_COMPILED_VERSION))
    
        n = 0
        while True:
            n += 1
            print '-', n
            parser = LH.HTMLParser()
            parser.feed(data)
            root = parser.close()
            m = root.xpath('//meta[@property]')
            for i in m:
                print(n)
    

    产量

    % test.py
    Python              : sys.version_info(major=2, minor=7, micro=2, releaselevel='final', serial=0)
    lxml.etree          : (2, 3, 0, 0)
    libxml used         : (2, 7, 8)
    libxml compiled     : (2, 7, 8)
    libxslt used        : (1, 1, 26)
    libxslt compiled    : (1, 1, 26)
    - 1
    - 2
    - 3
    - 4
    - 5
    ...
    

    【讨论】:

    • 你认为这可能是因为 AWS 达到了 cpu 和总 RAM 的帐户限制,然后从那时起就忽略了一些东西......
    • 好吧,如果是这样的话,他们该死的,没有这方面的文档,我已经看过了!但平心而论,我对此表示怀疑,因为我使用这个脚本得到了一致的结果——在数千个解析的data 中,挂起的是以&lt;/scr 结尾的那个。不过,我在微实例上有过这样的 AWS 经验。棘手的调试! ;)
    • 当我运行@knutole 的脚本时,我的内存使用情况失控了。使用上面的脚本,我的内存使用量保持不变。
    【解决方案2】:

    这与lxml.html无关 - 检查:

    tree = lxml.html.fromstring( data )
    print tree
    # <Element html at 0x1bb5530>
    print tree.xpath("//meta[@property]")
    # []
    

    相反,看看这部分......你实际上有一个无限循环:

    n = 0
    while True:
        n += 1
        m = [] # never mind if you get results or not - looks like you don't though
    
        for i in m:
            print n
    

    【讨论】:

    • 我有 - 但这是我所期望的行为 - 如果我尝试使用 &lt;!DOCTYPE html&gt;&lt;head&gt;&lt;/head&gt;&lt;/html&gt; 作为输入数据 - 我得到完全相同的东西
    • @JonClements:尝试将print(n) 放在while 循环的末尾。打印真的停止了!? (哎呀——knutole 已经放入了这样的打印语句。)
    • 如果在无限循环中,那么是的,我在一个处理器上获得 100% 的 CPU 使用率 - 虽然没有内存增加 - 如果我取出无限循环,您的数据和样本工作正常 - 但只是没有'不返回任何结果,但您的查询无论如何都不匹配
    • @knutole:是的,我得到了一个挂起的 while 循环。 (由打印语句停止证明。)
    • 不 - 现在让它运行 5 分钟 - 最大化一个 CPU,但根本不会增加共享或常驻 RAM - 如果我在该 cpu 上启动更高优先级的进程,那工作正常
    猜你喜欢
    • 2022-12-09
    • 1970-01-01
    • 2012-11-27
    • 2021-04-19
    • 2011-11-25
    • 1970-01-01
    • 1970-01-01
    • 1970-01-01
    • 1970-01-01
    相关资源
    最近更新 更多