使用BeautifulSoup刮表
[英]Scraping a table using BeautifulSoup
问题描述
I have a question which i suspect is fairly straight forward. 
我有一个问题，我怀疑它是相当直接的。 I have the following type of page from which I want to collect the information in the last table (if you scroll all the way down it is the one in the box labelled "Procedure"): 我有以下类型的页面，我想从中收集最后一个表中的信息（如果你一直向下滚动它是标有“Procedure”的框中的那个）：
http://www.europarl.europa.eu/sides/getDoc.do?type=REPORT&mode=XML&reference=A7-2010-2&language=EN http://www.europarl.europa.eu/sides/getDoc.do?type=REPORT&mode=XML&reference=A7-2010-2&language=EN
The html for the table I want to scrape looks like this: 我要刮的表的html看起来像这样：
<tbody><tr class="doc_title">
<td style="background-image: url("/img/struct/navigation/gradient_blue.gif");" align="left" valign="top"><img src="/img/struct/functional/arrow_title_doc.gif" alt="" align="absmiddle" border="0" height="14" width="8"> <span style="font-weight: bold;">PROCEDURE</span></td><td style="background-image: url("/img/struct/navigation/gradient_blue.gif");" align="right" valign="top">
<table border="0" cellpadding="3" cellspacing="0" width="50">
<tbody><tr><td align="center"><a href="#top"><img src="/img/struct/functional/top_doc.gif" alt="" border="0" height="16" width="16"></a></td><td align="center"><img src="/img/struct/navigation/spacer.gif" alt="" border="0" height="10" width="15"></td><td align="center"><a href="#title2"><img src="/img/struct/functional/sort_up.gif" alt="" border="0" height="10" width="15"></a></td></tr></tbody></table></td></tr>
<tr class="contents" valign="top"><td colspan="2">
<p></p><table style="border-collapse: collapse; width: 481.85pt;" align="center" cellspacing="0">
<tbody><tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Title</span></p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 61.76%;" rowspan="1" colspan="7">
<p style="">Mutual assistance for the recovery of claims relating to taxes, duties and other measures</p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">References</span></p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 61.76%;" rowspan="1" colspan="7">
<p style=""><a href="http://ec.europa.eu/prelex/liste_resultats.cfm?CL=en&ReqId=0&DocType=COM&DocYear=2009&DocNum=0028">COM(2009)0028</a> – C6-0061/2009 – <a href="/oeil/FindByProcnum.do?lang=en&procnum=CNS/2009/0007">2009/0007(CNS)</a></p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Date of consulting Parliament</span></p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 61.76%;" rowspan="1" colspan="7">
<p style="">16.2.2009</p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Committee responsible</span></p>
<p style=""> Date announced in plenary</p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 61.76%;" rowspan="1" colspan="7">
<p style="">ECON</p>
<p style="">19.10.2009</p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0pt 0.75pt; border-style: solid solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Committee(s) asked for opinion(s)</span></p>
<p style=""> Date announced in plenary</p>
</td>
<td style="border-width: 1pt 0pt 0pt; border-style: solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.88%;" rowspan="1" colspan="2">
<p style="">CONT</p>
<p style="">19.10.2009</p>
</td>
<td style="border-width: 1pt 0pt 0pt; border-style: solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style="">JURI</p>
<p style="">19.10.2009</p>
</td>
<td style="border-width: 1pt 0pt 0pt; border-style: solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style=""> </p>
</td>
<td style="border-width: 0.75pt 1pt 0pt 0pt; border-style: solid solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="1">
<p style=""> </p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Not delivering opinions</span></p>
<p style=""> Date of decision</p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.88%;" rowspan="1" colspan="2">
<p style="">CONT</p>
<p style="">1.10.2009</p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style="">JURI</p>
<p style="">5.10.2009</p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style=""> </p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0pt; border-style: solid solid solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="1">
<p style=""> </p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Rapporteur(s)</span></p>
<p style=""> Date appointed</p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 20.59%;" rowspan="1" colspan="3">
<p style="">Theodor Dumitru Stolojan</p>
<p style="">21.7.2009</p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 20.59%;" rowspan="1" colspan="2">
<p style=""> </p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0pt; border-style: solid solid solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 20.59%;" rowspan="1" colspan="2">
<p style=""> </p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0pt 0.75pt; border-style: solid solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Discussed in committee</span></p>
</td>
<td style="border-width: 1pt 0pt 0pt; border-style: solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.88%;" rowspan="1" colspan="2">
<p style="">10.11.2009</p>
</td>
<td style="border-width: 1pt 0pt 0pt; border-style: solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style="">1.12.2009</p>
</td>
<td style="border-width: 1pt 0pt 0pt; border-style: solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style="">21.1.2010</p>
</td>
<td style="border-width: 0.75pt 1pt 0pt 0pt; border-style: solid solid none none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="1">
<p style=""> </p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Date adopted</span></p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.88%;" rowspan="1" colspan="2">
<p style="">27.1.2010</p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style=""> </p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="2">
<p style=""> </p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0pt; border-style: solid solid solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 15.3%;" rowspan="1" colspan="1">
<p style=""> </p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Result of final vote</span></p>
</td>
<td style="border-width: 0.75pt 0pt 1pt; border-style: solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 12.94%;" rowspan="1" colspan="1">
<p style="">+:</p>
<p style="">–:</p>
<p style="">0:</p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0pt; border-style: solid solid solid none; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 48.82%;" rowspan="1" colspan="6">
<p style="">39</p>
<p style="">0</p>
<p style="">1</p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Members present for the final vote</span></p>
</td>
<td style="border-width: 0.75pt 1pt 0.75pt 0.75pt; border-style: solid; border-color: rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 61.76%;" rowspan="1" colspan="7">
<p style="">Burkhard Balz, Sharon Bowles, Udo Bullmann, Pascal Canfin, Nikolaos Chountis, George Sabin Cutaş, Leonardo Domenici, Derk Jan Eppink, Markus Ferber, Elisa Ferreira, Vicky Ford, José Manuel García-Margallo y Marfil, Jean-Paul Gauzès, Sylvie Goulard, Enikő Győri, Liem Hoang Ngoc, Eva Joly, Othmar Karas, Wolf Klinz, Jürgen Klute, Werner Langen, Astrid Lulling, Arlene McCarthy, Ivari Padar, Alfredo Pallone, Anni Podimata, Antolín Sánchez Presedo, Olle Schmidt, Edward Scicluna, Peter Simon, Peter Skinner, Theodor Dumitru Stolojan, Ivo Strejček, Kay Swinburne, Marianne Thyssen, Ramon Tremosa i Balcells</p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border-left: 0.75pt solid rgb(0, 0, 0); border-right: 1pt solid rgb(0, 0, 0); border-top: 0.75pt solid rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 38.24%;" rowspan="1" colspan="1">
<p style=""><span style="font-weight: bold;">Substitute(s) present for the final vote</span></p>
</td>
<td style="border-left: 0.75pt solid rgb(0, 0, 0); border-right: 1pt solid rgb(0, 0, 0); border-top: 0.75pt solid rgb(0, 0, 0); padding: 2.8pt 5.1pt; vertical-align: top; width: 61.76%;" rowspan="1" colspan="7">
<p style="">Marta Andreasen, Sophie Briard Auconie, David Casa, Danuta Jazłowiecka, Arturs Krišjānis Kariņš, Philippe Lamberts, Andreas Schwab</p>
</td>
<td style="" rowspan="1" colspan="1"></td></tr>
<tr style="">
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 38.24%;" rowspan="1" colspan="1"></td>
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 12.94%;" rowspan="1" colspan="1"></td>
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 2.94%;" rowspan="1" colspan="1"></td>
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 4.71%;" rowspan="1" colspan="1"></td>
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 10.58%;" rowspan="1" colspan="1"></td>
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 10%;" rowspan="1" colspan="1"></td>
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 5.29%;" rowspan="1" colspan="1"></td>
<td style="border: medium none; margin: 0pt; padding: 0pt; width: 15.3%;" rowspan="1" colspan="1"></td>
<td style="" rowspan="1" colspan="1"></td></tr>
</tbody></table>
</td></tr>
</tbody>
The problem I am facing is that the tags for the tables do not have identifiers (as far as I can tell), so I dont know how to select this one table and scrape the information from it. 我面临的问题是表的标签没有标识符（据我所知），所以我不知道如何选择这一个表并从中获取信息。 I have been using BeautifilSoup so far to get other information from the website, but I am at a loss for how to scrape this one table. 到目前为止，我一直在使用BeautifilSoup从网站上获取其他信息，但我对如何刮掉这一张表感到茫然。
If anyone can show me how to proceed I would ne most grateful! 如果有人能告诉我如何继续，我将非常感激！
With kind regards, 亲切的问候，
Thomas 托马斯
1 个解决方案
解决方案1
3 已采纳 2010-07-02 18:50:25
You can find elements by other attributes if you're a bit clever. 如果你有点聪明，你可以通过其他属性找到元素。 I took this shot at scraping your data, and it probably isn't the best – but, it gets you close. 我把这个镜头用来刮你的数据，这可能不是最好的 - 但它会让你接近。
The first thing I noticed was you definitely wanted data after the second appearance of the word "PROCEDURE" (first being the link, second being the header). 我注意到的第一件事是你在第二次出现“PROCEDURE”这个词之后肯定想要数据（首先是链接，第二个是标题）。 So, I split on that: 所以，我分裂了：
data = html.split("PROCEDURE", 2)[2]
Then, I looked for <td> tags with rowspan=1 : 然后，我查找了rowspan=1 <td>标签：
bs = BeautifulSoup.BeautifulSoup(data)
tds = bs.findAll("td", { "rowspan": 1 })
Getting closer... 越来越近...
>>> tds[0].text
u'Title'
>>> tds[1].text
u'Mutual assistance for the recovery of claims relating to taxes, duties and other measures'
>>> tds[3].text
u'References'
>>> tds[4].text
u'COM(2009)00282009/0007(CNS)2009 a>'
Note that I skipped index 2 in tds , since they use a spacer or something (it's empty). 请注意，我在tds跳过索引2 ，因为它们使用了间隔符或其他东西（它是空的）。 Anyway, that's a start. 无论如何，这是一个开始。 The real trick I found with BeautifulSoup was to only feed it the data in the area you know you're looking for, because then there's less to skim through. 我在BeautifulSoup中找到的真正诀窍就是只将它提供给您所知道的区域中的数据，因为这样可以减少浏览量。 It prides itself on accepting bad-looking input, too, so don't be afraid to feed it garbage. 它也以接受不好看的输入而自豪，所以不要害怕把垃圾送到垃圾场。
I went a bit further in the list of elements, and it isn't perfect. 我在元素列表中走得更远，但并不完美。 You'll need to refine the search, since they have <td> elements within <td> s for the values. 你需要细化搜索，因为他们有<td>中的元素<td>的价值观秒。
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