标签:toc 回调函数 datetime ati 技术分享 ase bst sync lte
相比于Java而言,基于C#的开源爬虫就少了很多。入行这么多年也从未接触过爬虫。出于兴趣今天给大家介绍一个C# 的爬虫工具Abot. 需要使用可以通过Nuget获取。Abot本身就支持多线程的爬取,
内部使用CsQuery来解析爬取到的Html文档。熟悉jQuery的同学肯定能快速上手CsQuery, 它就是一个C#版本的jQuery。
这里以爬取博客园当天的新闻数据为例,看看如何使用Abot。
http://news.cnblogs.com/ 这是博客园的新闻首页。可以看到典型的分页显示。比如 http://news.cnblogs.com/n/page/2/ 这是新闻的第二页。
真正的新闻详细页面 比如:http://news.cnblogs.com/n/544956/, 通过正则表达式可以很轻松的匹配这两种Url 类型。
当然我们可以通过一个 for 循环分别爬取各个page的新闻数据。然后解析出发表于今天的新闻。但是我希望只以http://news.cnblogs.com/ 为种子页面,爬取今天的新闻。
由于博客园新闻分页并不是采用Ajax,对于爬虫而言这非常友好
因此我们定义
/// <summary>
/// 种子Url
/// </summary>
public static readonly Uri FeedUrl = new Uri(@"http://news.cnblogs.com/");
/// <summary>
///匹配新闻详细页面的正则
/// </summary>
public static Regex NewsUrlRegex = new Regex("^http://news.cnblogs.com/n/\\d+/$", RegexOptions.Compiled);
/// <summary>
/// 匹配分页正则
/// </summary>
public static Regex NewsPageRegex = new Regex("^http://news.cnblogs.com/n/page/\\d+/$", RegexOptions.Compiled);
Abot 其实已经对爬虫内部实现封装的非常精巧,使用者只需要设置一些Config 参数和爬取页面的一些事件即可。
public static IWebCrawler GetManuallyConfiguredWebCrawler()
{
CrawlConfiguration config = new CrawlConfiguration();
config.CrawlTimeoutSeconds = 0;
config.DownloadableContentTypes = "text/html, text/plain";
config.IsExternalPageCrawlingEnabled = false;
config.IsExternalPageLinksCrawlingEnabled = false;
config.IsRespectRobotsDotTextEnabled = false;
config.IsUriRecrawlingEnabled = false;
config.MaxConcurrentThreads = System.Environment.ProcessorCount;
config.MaxPagesToCrawl = 1000;
config.MaxPagesToCrawlPerDomain = 0;
config.MinCrawlDelayPerDomainMilliSeconds = 1000;
var crawler = new PoliteWebCrawler(config, null, null, null, null, null, null, null, null);
crawler.ShouldCrawlPage(ShouldCrawlPage);
crawler.ShouldDownloadPageContent(ShouldDownloadPageContent);
crawler.ShouldCrawlPageLinks(ShouldCrawlPageLinks);
crawler.PageCrawlStartingAsync += crawler_ProcessPageCrawlStarting;
//爬取页面后的回调函数
crawler.PageCrawlCompletedAsync += crawler_ProcessPageCrawlCompletedAsync;
crawler.PageCrawlDisallowedAsync += crawler_PageCrawlDisallowed;
crawler.PageLinksCrawlDisallowedAsync += crawler_PageLinksCrawlDisallowed;
return crawler;
}
具体调用非常简单:
public static void Main(string[] args)
{
var crawler = GetManuallyConfiguredWebCrawler();
var result = crawler.Crawl(FeedUrl);
System.Console.WriteLine(result.ErrorException);
}
最主要的是PageCrawlCompletedAsync,可以在该事件下获取需要的页面数据。
public static void crawler_ProcessPageCrawlCompletedAsync(object sender, PageCrawlCompletedArgs e)
{
//判断是否是新闻详细页面
if (NewsUrlRegex.IsMatch(e.CrawledPage.Uri.AbsoluteUri))
{
//获取信息标题和发表的时间
var csTitle = e.CrawledPage.CsQueryDocument.Select("#news_title");
var linkDom = csTitle.FirstElement().FirstChild;
var newsInfo = e.CrawledPage.CsQueryDocument.Select("#news_info");
var dateString = newsInfo.Select(".time", newsInfo);
//判断是不是今天发表的
if (IsPublishToday(dateString.Text()))
{
var str = (e.CrawledPage.Uri.AbsoluteUri + "\t" + HtmlData.HtmlDecode(linkDom.InnerText) + "\r\n");
System.IO.File.AppendAllText("fake.txt", str);
}
}
}
/// <summary>
/// "发布于 2016-05-09 11:25" => true
/// </summary>
public static bool IsPublishToday(string str)
{
if (string.IsNullOrEmpty(str))
{
return false;
}
const string prefix = "发布于";
int index = str.IndexOf(prefix, StringComparison.OrdinalIgnoreCase);
if (index >= 0)
{
str = str.Substring(prefix.Length).Trim();
}
DateTime date;
return DateTime.TryParse(str, out date) && date.Date.Equals(DateTime.Today);
}
为了提升爬取的效果 比如在首页爬虫抓取到 http://news.cnblogs.com/n/topiclist/, 显然这样的链接我们不需要, 那就可以设置爬取的规则:
/// <summary>
/// 如果是Feed页面或者分页或者详细页面才需要爬取
/// </summary>
private static CrawlDecision ShouldCrawlPage(PageToCrawl pageToCrawl, CrawlContext context)
{
if (pageToCrawl.IsRoot || pageToCrawl.IsRetry || FeedUrl == pageToCrawl.Uri
|| NewsPageRegex.IsMatch(pageToCrawl.Uri.AbsoluteUri)
|| NewsUrlRegex.IsMatch(pageToCrawl.Uri.AbsoluteUri))
{
return new CrawlDecision {Allow = true};
}
else
{
return new CrawlDecision {Allow = false, Reason = "Not match uri"};
}
}
/// <summary>
/// 如果是Feed页面或者分页或者详细页面才需要爬取
/// </summary>
private static CrawlDecision ShouldDownloadPageContent(PageToCrawl pageToCrawl, CrawlContext crawlContext)
{
if (pageToCrawl.IsRoot || pageToCrawl.IsRetry || FeedUrl == pageToCrawl.Uri
|| NewsPageRegex.IsMatch(pageToCrawl.Uri.AbsoluteUri)
|| NewsUrlRegex.IsMatch(pageToCrawl.Uri.AbsoluteUri))
{
return new CrawlDecision
{
Allow = true
};
}
return new CrawlDecision { Allow = false, Reason = "Not match uri" };
}
private static CrawlDecision ShouldCrawlPageLinks(CrawledPage crawledPage, CrawlContext crawlContext)
{
if (!crawledPage.IsInternal)
return new CrawlDecision {Allow = false, Reason = "We dont crawl links of external pages"};
if (crawledPage.IsRoot || crawledPage.IsRetry || crawledPage.Uri == FeedUrl
|| NewsPageRegex.IsMatch(crawledPage.Uri.AbsoluteUri))
{
return new CrawlDecision {Allow = true};
}
else
{
return new CrawlDecision {Allow = false, Reason = "We only crawl links of pagination pages"};
}
}
最终抓到的数据:
Abot 还是一个非常方便爬虫,如果运用到实际生产环境中,参数配置是首先需要解决的,比如 MaxPagesToCrawl 最大抓取的页面数,还可以设置爬虫内存限制等。
标签:toc 回调函数 datetime ati 技术分享 ase bst sync lte
原文地址:http://www.cnblogs.com/GmrBrian/p/6212234.html