方法执行报告:生成文本和可视化描述程序行为

Fabian Beck, Hafiz Ammar Siddiqui, Alexandre Bergel, D. Weiskopf
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引用次数: 14

摘要

为了获得对程序行为的准确理解,开发人员使用一组工具和技术,如日志输出、调试器、分析器和可视化。这些方法支持对程序行为的深入分析,每种方法都侧重于不同的方面。然而,缺少的是一种获得程序执行概览的方法。作为填补这一空白的第一步,本文提出了一种生成方法执行报告的方法。每个报告使用自然语言文本和嵌入的可视化,总结了针对程序的特定执行的选定方法的执行情况。报告提供了与所选方法相关的动态调用和时间消耗的概述。我们提出了一个框架来生成这些报告,并讨论了我们选择的具体实例和措辞。我们的结果包括开发人员讨论我们的方法的可理解性和有用性的反馈,以及与最先进的解决方案的基于任务的比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Method Execution Reports: Generating Text and Visualization to Describe Program Behavior
To obtain an accurate understanding of program behavior, developers use a set of tools and techniques such as logging outputs, debuggers, profilers, and visualizations. These support an in-depth analysis of the program behavior, each approach focusing on a different aspect. What is missing, however, is an approach to get an overview of a program execution. As a first step to fill this gap, this paper presents an approach to generate Method Execution Reports. Each report summarizes the execution of a selected method for a specific execution of the program using natural-language text and embedded visualizations. A report provides an overview of the dynamic calls and time consumption related to the selected method. We present a framework to generate these reports and discuss the specific instantiation and phrasing we have chosen. Our results comprise feedback from developers discussing the understandability and usefulness of our approach and a task-based comparison to state-of-the-art solutions.
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