先谈理论，淘宝 taobao.com 的所有登陆系统，都是基于sso来实现的，基本大同小异

滑动验证触发条件：

1. 此账户多次异常失败
2. 该账户在多种ip环境下登陆
3. 被系统检测到自动化

失败条件：

1. 失败一次后，继续使用当前cookies
2. 滑动速度太慢
3. 网络太忙 ( 滑动成功，但是存在无效cookie)

解决方法:

每次登陆前，必须保证，当前异常cookie，每次登陆前清除一次即可

清除cooKie

由于playwright清理当前cookies不干净，所以采用浏览器强制清除cookies

def clear_cookie(handle: int, point, point2, point3, point4):win32gui.SetForegroundWindow(handle)win32gui.ShowWindow(handle, 3)  # 窗口最大化# left, top, right, bottom = win32gui.GetWindowRect(handle)# width = right - left# height = bottom - top# # # 计算指定检查点的坐标# x = left + int(point[0] * width)# y = top + int(point[1] * height)x = point[0]y = point[1]win32api.SetCursorPos(point)win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, x, y, 0, 0)  # 鼠标左键按下win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, x, y, 0, 0)  # 鼠标左键抬起x = point2[0]y = point2[1]win32api.SetCursorPos(point2)win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, x, y, 0, 0)  # 鼠标左键按下win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, x, y, 0, 0)  # 鼠标左键抬起x = point3[0]y = point3[1]win32api.SetCursorPos(point3)time.sleep(0.1)for i in range(15):win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, x, y, 0, 0)  # 鼠标左键按下win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, x, y, 0, 0)  # 鼠标左键抬起x = point4[0]y = point4[1]win32api.SetCursorPos(point4)win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, x, y, 0, 0)  # 鼠标左键按下win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, x, y, 0, 0)  # 鼠标左键抬起time.sleep(0.1)win32api.keybd_event(0x0D, 0, 0, 0)win32api.keybd_event(0x0D, 0, win32con.KEYEVENTF_KEYUP, 0)def findTitle(window_title):'''查找指定标题窗口句柄@param window_title: 标题名@return: 窗口句柄'''hWndList = []# 函数功能：该函数枚举所有屏幕上的顶层窗口，办法是先将句柄传给每一个窗口，然后再传送给应用程序定义的回调函数。win32gui.EnumWindows(lambda hWnd, param: param.append(hWnd), hWndList)for hwnd in hWndList:# 函数功能：该函数获得指定窗口所属的类的类名。# clsname = win32gui.GetClassName(hwnd)# 函数功能：该函数将指定窗口的标题条文本（如果存在）拷贝到一个缓存区内title = win32gui.GetWindowText(hwnd)if (window_title in title):return title, hwndreturn ()def del_cookies(self, window_title):logger.info("清空cookies中")try:self.context.clear_cookies()hwnd = findTitle(window_title)if global_config.active == "prod":clear_cookie(hwnd[1], (144, 53), (192, 173), (624, 558), (900, 549))  # 生产else:clear_cookie(hwnd[1], (3032, 51), (3128, 174), (3736, 548), (4006, 554))except Exception as e:logger.error(f"清除cookie异常, {str(e)}")

滑动验证

方式一：win32 api获取窗口句柄，选择固定位置 成功率高

需要提前录制当前桌面的鼠标轨迹

def move(handle: int, point: tuple[int], move_point: tuple[int]):"""后台移动鼠标"""try:# 激活窗口刀前台win32gui.SetForegroundWindow(handle)win32gui.ShowWindow(handle, 3)  # 窗口最大化left, top, right, bottom = win32gui.GetWindowRect(handle)width = right - leftheight = bottom - top# # 计算指定检查点的坐标x = left + int(point[0] * width)y = top + int(point[1] * height)x1 = left + int(point[0] * width) + random.randint(1, 20)y1 = top + int(point[1] * height)# x = point[0]# y = point[1]# 移动鼠标指针win32api.SetCursorPos(point)win32api.mouse_event(win32con.MOUSEEVENTF_LEFTDOWN, x, y, 0, 0)  # 鼠标左键按下# time.sleep(0.5)# win32api.SetCursorPos(move_point)for i in range(x, x1):win32api.mouse_event(win32con.MOUSE_MOVED, i, y1, 0, 0)  # 鼠标左键按下win32api.mouse_event(win32con.MOUSEEVENTF_LEFTUP, x1, y1, 0, 0)  # 鼠标左键抬起except Exception as e:pass

方式二： 原自动化滑动，成功率中

def un_login_lock(self, distance: int, locator: Locator) -> None:locator.blur()box = locator.bounding_box()tracks = get_track(distance)x = int(box["x"] + box["width"] / 2)y = int(box["y"] + box["height"] / 2)locator.hover()self.page.mouse.down()self.page.mouse.move(x, y + random.randint(10, 20), steps=12)for track in tracks:self.page.mouse.move(track + x, y + random.randint(10, 20), steps=9)x = x + trackself.page.mouse.up()self.page.wait_for_timeout(random.randint(2200, 3200))
附录：绕过Webdriver检测可增加浏览器反识别概率，可选不加
def webdriver(self):# 绕过Webdriver检测js = """Object.defineProperties(navigator, {webdriver:{get:()=>undefined}});"""self.page.add_init_script(js)

案例

if locator := self.is_lock(punish[0]):logger.info(f"正在进行滑动验证,{locator.bounding_box()}")hwnd = findTitle(window_title)conf = {"start":[[4077, 583],[4079, 582],[4078,595]], # 鼠标开始的轨迹数组"end":[[4823, 623],[4923, 699],[4518,578]] # 鼠标结束的轨迹数组}points = eval(conf.get("config_value"))starts = points.get("start")ends = points.get("end")# 随机选择一个move(hwnd[1], starts[random.randint(0, len(starts) - 1)], ends[random.randint(0, len(ends) - 1)])# self.un_login_lock(500, locator)

虽然小概率出现异常，加入重试机制后，基本没出现过问题