Litcius/Paper detail

PG-Schema: Schemas for Property Graphs

Renzo Angles, Angela Bonifati, Stefania Dumbrava, George Fletcher, Alastair Green, Jan Hidders, Bei Li, Leonid Libkin, Victor Marsault, Wim Martens, Filip Murlak, Stefan Plantikow, Ognjen Savković, Michael Schmidt, Juan Sequeda, Sławek Staworko, Dominik Tomaszuk, Hannes Voigt, Domagoj Vrgoč, Mingxi Wu, Dušan Živkovic

2023Proceedings of the ACM on Management of Data73 citationsDOIOpen Access PDF

Abstract

Property graphs have reached a high level of maturity, witnessed by multiple robust graph database systems as well as the ongoing ISO standardization effort aiming at creating a new standard Graph Query Language (GQL). Yet, despite documented demand, schema support is limited both in existing systems and in the first version of the GQL Standard. It is anticipated that the second version of the GQL Standard will include a rich DDL. Aiming to inspire the development of GQL and enhance the capabilities of graph database systems, we propose PG-Schema, a simple yet powerful formalism for specifying property graph schemas. It features PG-Schema with flexible type definitions supporting multi-inheritance, as well as expressive constraints based on the recently proposed PG-Keys formalism. We provide the formal syntax and semantics of PG-Schema, which meet principled design requirements grounded in contemporary property graph management scenarios, and offer a detailed comparison of its features with those of existing schema languages and graph database systems.

Topics & Concepts

Computer scienceGraph databaseTheoretical computer scienceDatabase schemaSchema (genetic algorithms)Programming languageGraphInformation retrievalDatabase designAdvanced Database Systems and QueriesSemantic Web and OntologiesGraph Theory and Algorithms