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  • 标题:Expressivity and Complexity of MongoDB Queries
  • 作者:Elena Botoeva ; Diego Calvanese ; Benjamin Cogrel
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2018
  • 卷号:98
  • 页码:9:1-9:23
  • DOI:10.4230/LIPIcs.ICDT.2018.9
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:In this paper, we consider MongoDB, a widely adopted but not formally understood database system managing JSON documents and equipped with a powerful query mechanism, called the aggregation framework. We provide a clean formal abstraction of this query language, which we call MQuery. We study the expressivity of MQuery, showing the equivalence of its well-typed fragment with nested relational algebra. We further investigate the computational complexity of significant fragments of it, obtaining several (tight) bounds in combined complexity, which range from LogSpace to alternating exponential-time with a polynomial number of alternations.
  • 关键词:MongoDB; NoSQL; aggregation framework; expressivity
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