用C#+Selenium+ChromeDriver 爬取網(wǎng)頁,模擬真實的用戶瀏覽行為
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背景
Selenium是一個用于Web應(yīng)用程序測試的工具。Selenium測試直接運行在瀏覽器中,就像真正的用戶在操作一樣。而對于爬蟲來說,使用Selenium操控瀏覽器來爬取網(wǎng)上的數(shù)據(jù)那么肯定是爬蟲中的殺手武器。這里,我將介紹selenium + 谷歌瀏覽器的一般使用。
需求
在平常的爬蟲開發(fā)中,有時候網(wǎng)頁是一堆js堆起來的代碼,涉及很多異步計算,如果是普通的http 控制臺請求,那么得到的源文件是一堆js ,需要自己在去組裝數(shù)據(jù),很費力;但是采用Selenium+ChromeDriver可以達(dá)到所見即所得的完美效果。
實現(xiàn)方式
項目結(jié)構(gòu):為了方便使用,用的winform程序,附nuget包
以下是form1.cs的代碼,這里就只放關(guān)鍵方法代碼了。需要安裝最新的chrome瀏覽器+代碼中使用的chromedriver是 v2.9.248315
- private void crawlingWebFunc()
- {
- SetText("\r\n開始嘗試...");
- List<testfold> surls = new List<testfold>();
- string path = System.Environment.CurrentDirectory + "\\圖片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;// + "\n";
- }
- 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\n第" + a.ToString() + "個");
- driver.Navigate().GoToUrl(itemsurls.picurl);
- //登錄
- if (driver.Url.Contains("login.1688.com"))
- {
- SetText("\r\n需要登錄,開始嘗試...");
- trylogin(driver); //嘗試登錄完成
- //再試試
- 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"))
- {
- //沒辦法退出
- SetText("\r\n退出,換ip重試...");
- return;
- }
- }
- //鼠標(biāo)放上去的內(nèi)容因為頁面自帶只能顯示一個的原因 沒辦法做到全部顯示 然后在下載 只能是其他方式下載
- // 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\", \"測試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<OfferItemModel>())
- {
- driver.Navigate().GoToUrl(offer.information.detailUrl);
- string responseDatadetail = driver.PageSource;
- Write(itemsurls.key, driver.PageSource, Pagetypeenum.詳情);
- SetText("\r\n第" + a.ToString() + "-" + i.ToString() + "個");
- Thread.Sleep(500);
- i++;
- }
- }
- }
- catch (Exception ex)
- {
- CloseChromeDriver(driver);
- throw;
- }
- }
- }
- #region 異常 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);
- /// <summary>
- /// 獲取窗口句柄
- /// </summary>
- /// <returns></returns>
- public IntPtr GetWindowHandle()
- {
- string name = (Environment.CurrentDirectory + "\\chromedriver.exe");
- IntPtr hwd = FindWindow(null, name);
- return hwd;
- }
- /// <summary>
- /// 關(guān)閉chromedriver窗口
- /// </summary>
- public void CloseWindow()
- {
- try
- {
- IntPtr hwd = GetWindowHandle();
- SendMessage(hwd, 0x10, 0, 0);
- }
- catch { }
- }
- /// <summary>
- /// 退出chromedriver
- /// </summary>
- /// <param name="driver"></param>
- public void CloseChromeDriver(IWebDriver driver)
- {
- try
- {
- driver.Quit();
- driver.Dispose();
- }
- catch { }
- CloseWindow();
- }
- #endregion 異常 退出chromedriver
效果
總結(jié)
說一下思路:
1.跳轉(zhuǎn)到指定的網(wǎng)頁driver.Navigate().GoToUrl
2.確定數(shù)據(jù)源,從driver.PageSource讀取數(shù)據(jù)
3.對html數(shù)據(jù)進(jìn)行解析