BIT:基于模板的增量双向模型到文本转换方法

IF 3.7 2区 计算机科学 Q1 COMPUTER SCIENCE, SOFTWARE ENGINEERING Journal of Systems and Software Pub Date : 2024-06-27 DOI:10.1016/j.jss.2024.112148
Xiao He , Tao Zan
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引用次数: 0

摘要

模型驱动开发是一种以模型为中心的软件开发范式,它通过将高级模型转换为低级代码和文档来实现开发过程的自动化。为了保持模型与代码/文档之间的同步(两者可以独立发展),本文介绍了一种双向语言 BIT,它可以作为传统的模板语言,用于模型到文本的转换。不过,BIT 程序既可以充当打印机,用输入模型中的值填充模板孔来生成文本,也可以充当解析器,将解析后的值放回模型中。BIT 包括用于提高可用性的表面语言和用于正式定义的核心语言。我们根据双向转换理论定义了核心语言的语义,并提供了从表面语言到核心语言的转换。我们提出了 BIT 良好行为的证明草图,作为合理性的形式证据。我们还进行了三个案例研究,以实证证明 BIT 的表达能力和有效性。基于证明和案例研究,BIT 涵盖了现有模板语言的主要特点,并提供了足够的表现力来定义现实世界中可双向和增量执行的模型到文本转换。
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BIT: A template-based approach to incremental and bidirectional model-to-text transformation

Model-driven development is a model-centric software development paradigm that automates the development process by converting high-level models into low-level code and documents. To maintain synchronization between models and code/documents — which can evolve independently — this paper introduces BIT, a bidirectional language that can serve as a conventional template language for model-to-text transformations. However, a BIT program can function as both a printer, generating text by filling template holes with values from the input model, and a parser, putting parsed values back into the model. BIT comprises a surface language for better usability and a core language for formal definition. We define the semantics of the core language based on the theory of bidirectional transformation, and provide the translation from the surface to the core. We present the proof sketch of the well behavedness of BIT as a formal evidence of soundness. We also conduct three case studies to empirically demonstrate the expressiveness and the effectiveness of BIT. Based on the proof and the case studies, BIT covers the major features of existing template languages, and offers sufficient expressiveness to define real-world model-to-text transformations that can be executed bidirectionally and incrementally.

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来源期刊
Journal of Systems and Software
Journal of Systems and Software 工程技术-计算机:理论方法
CiteScore
8.60
自引率
5.70%
发文量
193
审稿时长
16 weeks
期刊介绍: The Journal of Systems and Software publishes papers covering all aspects of software engineering and related hardware-software-systems issues. All articles should include a validation of the idea presented, e.g. through case studies, experiments, or systematic comparisons with other approaches already in practice. Topics of interest include, but are not limited to: •Methods and tools for, and empirical studies on, software requirements, design, architecture, verification and validation, maintenance and evolution •Agile, model-driven, service-oriented, open source and global software development •Approaches for mobile, multiprocessing, real-time, distributed, cloud-based, dependable and virtualized systems •Human factors and management concerns of software development •Data management and big data issues of software systems •Metrics and evaluation, data mining of software development resources •Business and economic aspects of software development processes The journal welcomes state-of-the-art surveys and reports of practical experience for all of these topics.
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