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Towards a Method for Automated Testing in Robotic Process Automation Projects

机译:朝着机器人过程自动化测试自动化测试的方法

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The Robotic Process Automation (RPA) paradigm has received increasing attention in recent years. It enables task automation by software components which interact with user interfaces in a similar way to that of humans. An RPA project follows a similar lifecycle as a software project. However, in certain contexts (e.g., business process outsourcing, BPO), a testing environment is not always available. Thus, deploying the robots in the production environment entails high risk. To mitigate this risk, an innovative approach to automatically generate a testing environment and a test case for an RPA project are described. The activities of the humans whose processes are to be robotized are monitorized and an UI log (i.e., a sequence of screen captures, mouse and key actions) is confirmed. On the one hand, the test environment is generated as a fake application, which mimics the real enviroment by leveraging the UI log information. To this end, the control flow of the application is governed by an invisible control layer which decides which image to show depending on the interface actions that it receives. On the other hand, the test case checks whether the robot can reproduce the behaviour of the UI log. A prototype has been constructed and tested in a controlled scenario. Promising results have been obtained and a number of limitations to be addressed have been identified such that it may be applied in more realistic domains.
机译:机器人过程自动化(RPA)范式近年来受到了越来越关注。它通过软件组件实现任务自动化,这些组件以与人类类似的方式与用户界面交互。 RPA项目遵循类似的生命周期作为软件项目。但是,在某些情况下(例如,业务流程外包,BPO),并不总是可用的测试环境。因此,部署生产环境中的机器人需要高风险。为了缓解这种风险,描述了一种自动生成测试环境和用于RPA项目的测试用例的创新方法。经过监视其处理的人类的活动,并确认了UI日志(即,屏幕捕获序列,鼠标和密钥动作)。一方面,测试环境被生成为虚假应用程序,它通过利用UI日志信息来模拟真实的环境。为此,应用程序的控制流由不可见的控制层控制,该隐形控制层根据其接收的接口动作来确定要显示的图像。另一方面,测试用例检查机器人是否可以重现UI日志的行为。在受控场景中构建和测试了原型。已经获得了有希望的结果,已经确定了许多待解决的局限性,使得它可以应用于更现实的域。

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