用C#+Selenium+ChromeDriver 爬取网页,完美模拟真实的用户浏览行为

背景

Selenium是一个用于Web应用程序测试的工具。Selenium测试直接运行在浏览器中,就像真正的用户在操作一样。而对于爬虫来说,使用Selenium操控浏览器来爬取网上的数据那么肯定是爬虫中的杀手武器。这里,我将介绍selenium + 谷歌浏览器的一般使用。

需求

在平常的爬虫开发中,有时候网页是一堆js堆起来的代码,涉及很多异步计算,如果是普通的http 控制台请求,那么得到的源文件是一堆js ,需要自己在去组装数据,很费力;但是采用Selenium+ChromeDriver可以达到所见即所得的完美效果。

实现方式

项目结构:为了方便使用,用的winform程序,附nuget包

以下是form1.cs的代码,这里就只放关键方法代码了。需要安装最新的chrome浏览器+代码中使用的chromedriver是 v2.9.248315

 private void crawlingWebFunc { SetText("\r
开始尝试..."); List surls = new List; string path = System.Environment.CurrentDirectory + "\图片url\"; DirectoryInfo root = new DirectoryInfo(path); DirectoryInfo dics = root.GetDirectories; foreach (var itemdic in dics) { string txt = ""; StreamReader sr = new StreamReader(itemdic.FullName + "\data.txt"); while (!sr.EndOfStream) { string str = sr.ReadLine; txt += str;// + "
"; } sr.Close; surls.Add(new testfold { key = itemdic.FullName, picurl = txt }); }
ChromeDriverService service = ChromeDriverService.CreateDefaultService(System.Environment.CurrentDirectory); // service.HideCommandPromptWindow = true;
ChromeOptions options = new ChromeOptions; options.AddArguments("--test-type", "--ignore-certificate-errors"); options.AddArgument("enable-automation"); // options.AddArgument("headless"); // options.AddArguments("--proxy-server=http://user:password@yourProxyServer.com:8080");
using (IWebDriver driver = new OpenQA.Selenium.Chrome.ChromeDriver(service, options, TimeSpan.FromSeconds(120))) { driver.Url = "https://www.1688.com/"; Thread.Sleep(200); try { int a = 1; foreach (var itemsurls in surls) { SetText("\r 第" + a.ToString + "个"); driver.Navigate.GoToUrl(itemsurls.picurl); //登录 if (driver.Url.Contains("login.1688.com")) { SetText("\r 需要登录,开始尝试..."); trylogin(driver); //尝试登录完成 //再试试 driver.Navigate.GoToUrl("https://s.1688.com/youyuan/index.htm?tab=imageSearch&imageType=oss&imageAddress=cbuimgsearch/eWXC7XHHPN1607529600000&spm=");
if (driver.Url.Contains("login.1688.com")) { //没办法退出 SetText("\r 退出,换ip重试..."); return; } }
//鼠标放上去的内容因为页面自带只能显示一个的原因 没办法做到全部显示 然后在下载 只能是其他方式下载 // var elements = document.getElementsByClassName('hover-container'); // Array.prototype.forEach.call(elements, function(element) { // element.style.display = "block"; // console.log(element); // });
// IJavaScriptExecutor js = (IJavaScriptExecutor)driver;
// var sss = js.ExecuteScript(" var elements = document.getElementsByClassName('hover-container'); Array.prototype.forEach.call(elements, function(element) { console.log(element); element.setAttribute(\"class\", \"测试title\"); element.style.display = \"block\"; console.log(element); });");
Thread.Sleep(500); var responseModel = Write(itemsurls.key, driver.PageSource, Pagetypeenum.列表); Thread.Sleep(500); int i = 1; foreach (var offer in responseModel?.data?.offerList ?? new List) { driver.Navigate.GoToUrl(offer.information.detailUrl); string responseDatadetail = driver.PageSource; Write(itemsurls.key, driver.PageSource, Pagetypeenum.详情); SetText("\r 第" + a.ToString + "-" + i.ToString + "个"); Thread.Sleep(500); i++; } } } catch (Exception ex) { CloseChromeDriver(driver); throw; } } }
 #region 异常 退出chromedriver
[DllImport("user32.dll", EntryPoint = "FindWindow")] private extern static IntPtr FindWindow(string lpClassName, string lpWindowName);
[DllImport("user32.dll", EntryPoint = "SendMessage")] public static extern int SendMessage(IntPtr hWnd, int Msg, int wParam, int lParam);
public const int SW_HIDE = 0; public const int SW_SHOW = 5;
[DllImport("user32.dll", EntryPoint = "ShowWindow")] public static extern int ShowWindow(IntPtr hwnd, int nCmdShow);
/// /// 获取窗口句柄 /// /// public IntPtr GetWindowHandle { string name = (Environment.CurrentDirectory + "\chromedriver.exe"); IntPtr hwd = FindWindow(, name); return hwd; }
/// /// 关闭chromedriver窗口 /// public void CloseWindow { try { IntPtr hwd = GetWindowHandle; SendMessage(hwd, 0x10, 0, 0); } catch { } }
/// /// 退出chromedriver /// /// public void CloseChromeDriver(IWebDriver driver) { try { driver.Quit; driver.Dispose; } catch { } CloseWindow; }
#endregion 异常 退出chromedriver

效果

总结

说一下思路:

1.跳转到指定的网页driver.Navigate.GoToUrl

2.确定数据源,从driver.PageSource读取数据

3.对html数据进行解析

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