Reverse data engineering of E-R-designed relational schemas

F. Springsteel, C. Kou
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引用次数: 24

Abstract

A novel solution is presented for the data engineer's inverse mapping problem: to construct from a relational database schema (RDBS) a corresponding entity-relationship diagram (ERD). The inverse mapping is difficult because many ERDs may correspond to one ERDs, or to none if the schema is not well formed, so it is not clear how to define a mapping in this direction. Nonetheless, it would be desirable to choose the most representative ERD whenever possible, so that the benefits of E-R visualization and analysis can be applied to RDBSs, even after their relation schemes have been changed. The authors present a first approach to an experimental solution for this inversion problem, for the case of an RDBS that was originally designed by an ERD-based algorithm, which means that it was once a canonical relational schema (CRS) and subsequently altered. The demonstration system tracks each 'atomic change' in the CRS and determines, by means of its PROLOG-implemented E-R knowledge base, the corresponding changes in the given ERD. The reasonable restrictions that the present system puts on the legal set of possible changes, for example, on deletions, allow it to trace their effects correctly, so that well-formedness of the ERD is preserved.<>
e - r设计的关系模式的反向数据工程
针对数据工程师的逆映射问题,提出了一种新的解决方案:从关系数据库模式(RDBS)中构造相应的实体关系图(ERD)。反向映射是困难的,因为许多erd可能对应于一个erd,或者如果模式没有很好地形成,则不对应于任何erd,因此不清楚如何在这个方向上定义映射。尽管如此,尽可能选择最具代表性的ERD是可取的,这样E-R可视化和分析的好处就可以应用于rdbms,即使它们的关系方案已经改变。作者提出了针对此反转问题的实验解决方案的第一种方法,对于最初由基于erd的算法设计的RDBS,这意味着它曾经是一个规范关系模式(CRS),随后被更改。演示系统跟踪CRS中的每个“原子变化”,并通过其prolog实现的E-R知识库确定给定ERD中的相应变化。现行制度对法律上可能发生的变化(例如删除)施加了合理的限制,使它能够正确地追踪它们的影响,从而保持ERD的良好结构。
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