关系数据库的强类型

Alexandra Silva, Joost Visser
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引用次数: 15

摘要

Haskell的具有多参数构造函数类和函数依赖的类型系统允许静态(编译时)计算通过类型级别的逻辑编程来表达。这种紧急的能力被用来建模任意长度的元组(异构列表)、可扩展的记录、具有可变长度参数列表的函数,以及静态固定长度的(同质)列表(向量)。我们解释了如何利用类型级编程来定义关系数据库的强类型模型及其操作。特别地,我们在Haskell中展示了SQL的一个重要子集的强类型嵌入。在这个模型中,元数据由类型级实体表示,这些实体在编译时保护数据库操作的语义正确性。除了标准的关系数据库操作(如选择和连接)之外,我们还对(表属性之间的)功能依赖、标准表单和数据库转换操作进行建模。我们将展示如何在类型级别表示功能依赖信息,以及如何通过操作进行传输。这意味着类型推断静态地计算对参数结果的函数依赖关系。我们的模型表明,Haskell可以用于设计和原型类型语言,用于设计、编程和转换关系数据库。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Strong types for relational databases
Haskell's type system with multi-parameter constructor classes and functional dependencies allows static (compile-time) computations to be expressed by logic programming on the level of types. This emergent capability has been exploited for instance to model arbitrary-length tuples (heterogeneous lists), extensible records, functions with variable length argument lists, and (homogenous) lists of statically fixed length (vectors).We explain how type-level programming can be exploited to define a strongly-typed model of relational databases and operations on them. In particular, we present a strongly typed embedding of a significant subset of SQL in Haskell. In this model, meta-data is represented by type-level entities that guard the semantic correctness of database operations at compile time.Apart from the standard relational database operations, such as selection and join, we model functional dependencies (among table attributes), normal forms, and operations for database transformation. We show how functional dependency information can be represented at the type level, and can be transported through operations. This means that type inference statically computes functional dependencies on the result from those on the arguments.Our model shows that Haskell can be used to design and prototype typed languages for designing, programming, and transforming relational databases.
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