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Case Study of Test Case Generation Based on Metamodel for Model Transformations

机译:基于元模型的模型转换测试用例生成的案例研究

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The validation of transformations in the Model-Driven Engineering (MDE) context is important to ensure the quality and correctness of the models. The validation of MDE transformation is burdensome due to both the complexity of the models and the variety of languages that implement them. A test case generation technique can be applied to support the validation process; however, it is challenging because of the size of the test cases set. This paper presents a case study which applies test case generation based on the SysML metamodel for MDE. A development approach for embedded systems, named SyMPLES, was applied. This approach transforms SysML models to Simulink. Two policies were evaluated in the test case generation based on the SysML metamodel. Moreover, a set of strategies and coverage criteria were applied in order to reduce the set of test cases generated and evaluate its effectiveness. The results showed that relevant errors were identified in the model transformation. The use of generation policies also improve the effectiveness of the test case set generated.
机译:在模型驱动工程(MDE)上下文中对转换进行验证对于确保模型的质量和正确性很重要。由于模型的复杂性和实现它们的语言的多样性,MDE转换的验证非常繁重。可以应用测试用例生成技术来支持验证过程。但是,由于测试案例集的规模,这具有挑战性。本文提出了一个案例研究,该案例将基于SysML元模型的测试案例生成应用于MDE。应用了一种名为SyMPLES的嵌入式系统开发方法。这种方法将SysML模型转换为Simulink。在基于SysML元模型的测试案例生成中,评估了两种策略。此外,为了减少生成的测试用例集并评估其有效性,应用了一组策略和覆盖标准。结果表明,在模型转换中发现了相关的错误。生成策略的使用还提高了生成的测试用例集的有效性。

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