基于模式的生物信息学数据库联盟构建方法

G. Kemp, N. Angelopoulos, P. Gray
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引用次数: 30

摘要

我们整合和分析现有异构数据资源中持有的数据的能力的发展可以增加我们对各级生物功能的理解。但是,支持跨多个数据资源的特别查询和关联从这些数据资源检索到的数据仍然很困难。为了解决这个问题,我们正在构建一个基于功能数据模型数据库P/FDM的中介,它集成了对异构、分布式生物数据库的访问,同时利用现有的搜索引擎和索引,而不侵犯底层数据库的自主权。我们设计理念的核心是模式的使用。我们采用了一个具有五层模式的联邦体系结构,这源于使用ANSI-SPARC三层模式来描述现有的自治数据资源和中介本身。我们描述了映射函数和列表推导在查询拆分、生成执行计划、代码生成和结果融合中的使用。我们给出了一个跨数据库查询的例子,涉及到P/FDM系统中本地保存的数据和序列检索系统(SRS)中的外部数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A schema-based approach to building a bioinformatics database federation
Developments in our ability to integrate and analyse the data held in existing heterogeneous data resources can lead to an increase in our understanding of biological function at all levels. However, supporting ad-hoc queries across multiple data resources and correlating the data retrieved from these is still difficult. To address this, we are building a mediator based on the functional data model database, P/FDM, which integrates access to heterogeneous, distributed biological databases, while making use of existing search engines and indexes, without infringing on the autonomy of the underlying databases. Central to our design philosophy is the use of schemas. We have adopted a federated architecture with a five-level schema, arising from the use of the ANSI-SPARC three-level schema to describe both the existing autonomous data resources and the mediator itself. We describe the use of mapping functions and list comprehensions in query splitting, producing execution plans, code generation and result fusion. We give an example of cross-database querying involving data held locally in P/FDM systems and external data in the Sequence Retrieval System (SRS).
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