Java selenium处理极验滑动验证码示例

要爬取一个网站遇到了极验的验证码，这周都在想着怎么破解这个，网上搜了好多知乎上看到有人问了这问题，我按照这思路去大概实现了一下。

1.使用htmlunit（这种方式我没成功，模拟鼠标拖拽后轨迹没生成,可以跳过）

我用的是java,我首先先想到了用直接用htmlunit，我做了点初始化

private void initWebClient() {
    if (webClient != null) {
      return;
    }
    webClient = new WebClient(BrowserVersion.FIREFOX_24);
     webClient.getOptions().setProxyConfig(new ProxyConfig("127.0.0.1",8888));
    webClient.getOptions().setActiveXNative(true);
    webClient.getOptions().setUseInsecureSSL(true); // 配置证书
    webClient.getOptions().setJavascriptEnabled(true);
    webClient.getOptions().setCssEnabled(true);
    webClient.setCssErrorHandler(new SilentCssErrorHandler());
    webClient.getOptions().setThrowExceptionOnscriptError(false);
    webClient.getOptions().setThrowExceptionOnFailingStatusCode(false);
    cookieManager cookieManager = new cookieManager();
    List httpcookies = client.getcookies();//其方式获取的cookie
    for (org.apache.http.cookie.cookie cookie : httpcookies) {
      cookieManager.addcookie(new com.gargoylesoftware.htmlunit.util.cookie(cookie));
    }
    webClient.setcookieManager(cookieManager);
  }

初始化代理，cookie..然后就能正常调用了

HtmlPage page = webClient.getPage("http://www.qixin.com/login");//企信宝
gePageInfor(page);

下面就是我获取图片，还原图片并且模拟拖拽，（这里我觉得是有些问题的，可能是拖拽我模拟的不对导致触发的js并没有生成正确的轨迹，还请大家帮忙看看哪里错了）

private void gePageInfor(HtmlPage page) {
    String[] img_slice={"div", "class", "gt_cut_fullbg_slice"};
    String[] img_bg_slice={"div", "class", "gt_cut_bg_slice"};
    HtmlDivision div = (HtmlDivision) page.getElementById("captcha");
    int deCAPTCHA = 0;
    try {
      byte[] img_slice_binary = client.get(getImgUrl(img_slice, div, true)).getBinary();//获取图片byte
      byte[] img_bg_slice_binary = client.get(getImgUrl(img_bg_slice, div, false)).getBinary();
      //获取还原后的图片
      BufferedImage geetestImg = ImgTest.getGeetestImg(img_slice_binary, ImgTest.imgArray);
      BufferedImage geetestImg2 = ImgTest.getGeetestImg(img_bg_slice_binary, ImgTest.imgArray);
      //获得图片移动位置（目前还有问题，需改用第三方图片识别）
      deCAPTCHA =ImgTest.deCAPTCHA(geetestImg,geetestImg2);
      System.out.println(deCAPTCHA);
    } catch (IOException | FetchException e) {
      e.printStackTrace();
    }
    HtmlDivision div_slider_knob = get_div_slider_knob(page,"gt_slider_knob gt_show");//获取要移动div
    HtmlPage mouseOver = (HtmlPage) div_slider_knob.mouseOver();
    HtmlPage mouseDownPage = (HtmlPage)div_slider_knob.mouseDown();
    div_slider_knob = get_div_slider_knob(mouseDownPage,"gt_slider_knob gt_show moving");
    mouseMoveX(deCAPTCHA, div_slider_knob, mouseDownPage);
    HtmlPage newPage =(HtmlPage)div_slider_knob.mouseOver();
//    newPage =(HtmlPage)div_slider_knob.mouseDown();
    System.out.println(newPage.asXml());
    div = (HtmlDivision)newPage.getElementById("captcha");
    HtmlElement htmlElement = div.getElementsByAttribute("div", "class", "gt_slice gt_show moving").get(0);
    System.out.println(htmlElement);
    newPage =(HtmlPage)div_slider_knob.mouseUp();//触发js,轨迹没有生成
    System.out.println("---------------");
    System.out.println(newPage.asXml());    
    if (newPage.getElementById("captcha")!=null) {//错误重试
      //gePageInfor(newPage);
    }
  }

  private void mouseMoveX(int deCAPTCHA, HtmlDivision div_slider_knob, HtmlPage mouseDown) {
    MouseEvent mouseEvent = new MouseEvent(div_slider_knob, MouseEvent.TYPE_MOUSE_MOVE, false, false, false, MouseEvent.BUTTON_LEFT);
    mouseEvent.setClientX( mouseEvent.getClientX()+((deCAPTCHA!=0)?deCAPTCHA:99));  //移动x坐标
    scriptResult scriptResult = mouseDown.getdocumentElement().fireEvent(mouseEvent);
  }
  private HtmlDivision get_div_slider_knob(HtmlPage page,String classString) {
    return (HtmlDivision)(((HtmlDivision) page.getElementById("captcha")).getElementsByAttribute("div", "class", classString).get(0));
  }

  private String getImgUrl(String[] img_slice, HtmlDivision div, boolean isNeedCheckPostion) {
    String url ="";
    int[] postion = new int[2];
    boolean empty = div.getElementsByAttribute(img_slice[0],img_slice[1],img_slice[2]).isEmpty();
    if (div.hasChildNodes() && !empty) {
      List elementsByAttribute = div.getElementsByAttribute(img_slice[0],img_slice[1],img_slice[2]);  
      for(int i = 0;i

对比图片获取位移方法（deCAPTCHA）是错的我就不放代码了，下面是其中还原图片用的方法，目前是其实审查元素后你就明白怎么还原这个图片了，这里是每次读的10px，58px 

public static BufferedImage getGeetestImg(byte[] binary, int[][] imgArray) throws IOException {
    BufferedImage img = ImageIO.read(new ByteArrayInputStream(binary));
    List list = new ArrayList<>();
    for (int i=0;i< imgArray.length;i++) {  
      BufferedImage subimage = img.getSubimage(imgArray[i][0], imgArray[i][1], 10, 58);
      list.add(subimage);
//      ImageIO.write(subimage, "jpg", new File("d:\image\imgs"+i+".jpg"));
    }
    BufferedImage mergeImageUp = null;
    BufferedImage mergeImageDown = null;
    int mid = list.size()>>>1;
    for (int i = 0; i 

2.使用selenium
后来我想着是我模拟鼠标这个动作哪里有问题，我就又找到了selenium（2.42.2）,他也能操作htmlunit关键他的鼠标动作好像封装比较完全
但是我尝试了以后发现了这个，HtmlUnitMouse这个动作没有实现

 public void mouseMove(Coordinates where, long xOffset, long yOffset) {
  throw new UnsupportedOperationException("Moving to arbitrary X,Y coordinates not supported.");
 }

好吧，于是调用chrome吧

System.setProperty("webdriver.chrome.driver","C:\chromedriver.exe");
    Proxy proxy = new Proxy(); 
    //设置代理服务器地址 
    proxy.setHttpProxy("127.0.0.1:8888"); 
//    DesiredCapabilities capabilities = DesiredCapabilities.htmlUnitWithJs();
    DesiredCapabilities capabilities = DesiredCapabilities.chrome(); 
    capabilities.setCapability(CapabilityType.PROXY, proxy);
//    final WebDriver driver = new HtmlUnitDriver(capabilities);   
    WebDriver driver = new ChromeDriver(capabilities);
    driver.get("http://www.qixin.com/login");
    driver.manage().timeouts().implicitlyWait(10, TimeUnit.SECONDS);
     checkPage(driver,"return $('.gt_cut_fullbg_slice');");
    // 获取 网页的 title
    System.out.println("1 Page title is: " + driver.getTitle());
    // 通过 id 找到 input 的 DOM
    String pageSource = driver.getPageSource();
    System.out.println(pageSource);
    org.openqa.selenium.JavascriptExecutor executor = (org.openqa.selenium.JavascriptExecutor)driver;
    boolean equals = executor.executescript("return document.readyState").equals("complete");
    int moveX =99;//移动位置
    if (equals) {
      WebElement element = driver.findElement(By.className("gt_slider_knob"));//(".gt_slider_knob"));
      Point location = element.getLocation();
      element.getSize();
      Actions action = new Actions(driver); 
      //action.clickAndHold().perform();// 鼠标在当前位置点击后不释放
//action.clickAndHold(element).perform();// 鼠标在 onElement 元素的位置点击后不释放
//action.clickAndHold(element).moveByOffset(location.x+99,location.y).release().perform(); //选中source元素->拖放到（xOffset,yOffset）位置->释放左键
action.dragAndDropBy(element, location.x+moveX,location.y).perform();
//      action.dragAndDrop(element,newelement).perform();
      pageSource = driver.getPageSource();
    }
    //更新cookie
    Set cookies = driver.manage().getcookies();
    Set cookies2 = new HashSet<>();
    for (org.openqa.selenium.cookie cookie : cookies) {
      cookies2.add((cookie) new cookie(cookie.getDomain(), cookie.getName(), cookie.getValue(), cookie.getPath(), cookie.getExpiry(), true));
    }
    for (cookie cookie : cookies2) {
      org.apache.http.cookie.cookie httpClient = cookie.toHttpClient();
    }
    System.out.println(pageSource);



这样提交的表单确实是有轨迹的，这里移动位置我先写了个固定值，可以由上面图片还原，以及一些开源的图片识别工具识别出位置。以上应该就能解决这个滑动验证码了
以上就是本文的全部内容，希望对大家的学习有所帮助，也希望大家多多支持考高分网。