Towards the reverse engineering of renormalized relational databases

Jean-Marc Petit, F. Toumani, Jean-François Boulicaut, J. Kouloumdjian
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引用次数: 78

Abstract

The paper describes a method to cope with denormalized relational schemas in a database reverse engineering process. We propose two main steps to improve the understanding of data semantics. Firstly we extract inclusion dependencies by analyzing the equi join queries embedded in application programs and by querying the database extension. Secondly we show how to discover only functional dependencies which influence the way attributes should be restructured. The method is interactive since an expert user has to validate the presumptions on the elicited dependencies. Moreover, a restructuring phase leads to a relational schema in third normal form provided with key constraints and referential integrity constraints. Finally, we sketch how an entity relationship schema can be derived from such information.
面向规范化关系数据库的逆向工程
本文介绍了一种在数据库逆向工程过程中处理非规范化关系模式的方法。我们提出了两个主要步骤来提高对数据语义的理解。首先,我们通过分析应用程序中嵌入的对等连接查询和查询数据库扩展来提取包含依赖关系。其次,我们展示了如何仅发现影响属性重构方式的功能依赖。该方法是交互式的,因为专家用户必须验证对所引出的依赖项的假设。此外,重组阶段会产生第三种范式的关系模式,提供键约束和引用完整性约束。最后,我们概述了如何从这些信息派生实体关系模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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