Scraping HTMLextracts important page elements.It has many legal uses for webmasters and ASP.NET developers.With the Regex type and WebClient,we implement screen scraping for HTML.
Example
First, for my demonstration I will scrape HTML links from Wikipedia.org.This is permitted by Wikipedia's GPL license, and this demonstration is fair use.Here we see code that downloads the English Wikipedia page.
Note:What it does is opena connection to Wikipedia.org and download the content at the specified URL. Part2 uses my special code to loop over each link and its text.
Program that scrapes HTML: C#
using System.Diagnostics;
using System.Net;
class Program
{
static void Main()
{
// Scrape links from wikipedia.org
// 1.
// URL: http://en.wikipedia.org/wiki/Main_Page
WebClient w = new WebClient();
string s = w.DownloadString("http://en.wikipedia.org/wiki/Main_Page");
// 2.
foreach (LinkItem i in LinkFinder.Find(s))
{
Debug.WriteLine(i);
}
}
}
Regular expressions
Here I show a simple class that receives the HTML string and then extractsall the links and their text into structs. It is fairly fast, but I offer some optimizationtips further down. It would be better to use a class here and offer methods thatact on its contents.
Program that scrapes with Regex: C#
using System.Collections.Generic;
using System.Text.RegularExpressions;
public struct LinkItem
{
public string Href;
public string Text;
public override string ToString()
{
return Href + "\n\t" + Text;
}
}
static class LinkFinder
{
public static List<LinkItem> Find(string file)
{
List<LinkItem> list = new List<LinkItem>();
// 1.
// Find all matches in file.
MatchCollection m1 = Regex.Matches(file, @"(<a.*?>.*?</a>)",
RegexOptions.Singleline);
// 2.
// Loop over each match.
foreach (Match m in m1)
{
string value = m.Groups[1].Value;
LinkItem i = new LinkItem();
// 3.
// Get href attribute.
Match m2 = Regex.Match(value, @"href=\""(.*?)\""",
RegexOptions.Singleline);
if (m2.Success)
{
i.Href = m2.Groups[1].Value;
}
// 4.
// Remove inner tags from text.
string t = Regex.Replace(value, @"\s*<.*?>\s*", "",
RegexOptions.Singleline);
i.Text = t;
list.Add(i);
}
return list;
}
}
This examplefirst finds all hyperlink tags. We storeall the complete A tags into a MatchCollection. These are objects that store thecomplete HTML strings.
In step 2it loops over all hyperlink tag strings. In the algorithm,the next part examines all the text of the A tags. This is necessary for readingthe parts of the A tags. For each A tag, it reads in the HREF attribute. This attributepoints to other web resources. This part is not failsafe, but almost always works.
Finally,the method returns the List of LinkItem objects ithas built up. This list can then be used in the foreach loop from the first C# example.The ToString method override above simply provides a standard way of printing thelinks.
Tests
My first two attempts at this code were incorrect and had unacceptable bugs, butthe version shown here seems to work well. You need to use RegexOptions.SingleLine.In .NET, the dot in a Regex matches all characters except a newline unless thisis specified. To match multiline links, we require RegexOptions.Singleline.
RegexOptions: MSDNRun the programon your website and it will print out the matches to theconsole. Here we see part of the current results for the Wikipedia home page. Theoriginal HTML shows where the links were extracted. They are contained in a LI tag.
Note:You will see my program successfully extracted the anchor text and also the HREF value.
Output
#column-one
navigation
#searchInput
search
/wiki/Wikipedia
Wikipedia
/wiki/Free_content
free
/wiki/Encyclopedia
encyclopedia
/wiki/Wikipedia:Introduction
anyone can edit
/wiki/Special:Statistics
2,617,101
/wiki/English_language
English
/wiki/Portal:Arts
Arts
/wiki/Portal:Biography
Biography
/wiki/Portal:Geography
Geography
/wiki/Portal:History
History
/wiki/Portal:Mathematics
Mathematics
/wiki/Portal:Science
Science
/wiki/Portal:Society
Society
/wiki/Portal:Technology_and_applied_sciences
Technology
Original website HTML
<ul>
<li><a href="/wiki/Portal:Arts" title="Portal:Arts">Arts</a></li>
<li><a href="/wiki/Portal:Biography" title="Portal:Biography">Biography</a></li>
<li><a href="/wiki/Portal:Geography" title="Portal:Geography">Geography</a></li>
</ul>
SingleLine
Many C# developers make the mistake of not specifying that the Regexes work on multiplelines, treating newlines as regular characters. MSDN states that SingleLine "Specifiessingle-line mode. Changes the meaning of the dot (.) so it matches every character(instead of every character except \n)."
Performance
You can improve performance of the regular expressions by specifying RegexOptions.Compiled,and also use instance Regex objects, not the static methods I show. Normally, yourInternet connection will be the bottleneck.
Regex.Match ExamplesSummary
We scraped HTML content from the Internet.The code is more flexible than some other approaches.Using three regular expressions,you can extract HTML links into objects with a fair degree of accuracy.
Note:I have tested this code on several sites where it is legal.It is a valuable tool for webmasters.
本文介绍了一种使用C#语言实现的HTML网页抓取与链接解析的方法。通过WebClient下载指定网页的内容,并利用正则表达式提取网页中的链接及其文本。此方法适用于合法抓取公开网页的数据。
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