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Certified Graph View Maintenance with Regular Datalog

EasyChair Preprint no. 211

18 pagesDate: June 1, 2018


We employ the Coq proof assistant to develop a mechanically-certified framework for evaluating graph queries and incrementally maintaining materialized graph instances, also called views. The language we use for defining queries and views is Regular Datalog (RD) -- a notable fragment of non-recursive Datalog that can express complex navigational queries, with transitive closure as native operator. We first design and encode the theory of RD and then mechanize a RD-specific evaluation algorithm capable of fine-grained, incremental graph view computation, which we prove sound with respect to the declarative RD semantics. By using the Coq extraction mechanism, we test an Ocaml version of the verified engine on a set of preliminary benchmarks.

Our development is particularly focused on leveraging existing verification and notational techniques to: a) define mechanized properties that can be easily understood by logicians and database researchers and b) attain formal verification with limited effort. Our work is the first step towards a unified, machine-verified, formal framework for dynamic graph query languages and their evaluation engines.

Keyphrases: Finite Semantics, graph queries, Graph Views, Incremental Maintenance, Regular Datalog, theorem proving

BibTeX entry
BibTeX does not have the right entry for preprints. This is a hack for producing the correct reference:
  author = {Angela Bonifati and Stefania Dumbrava and Emilio Jesús Gallego Arias},
  title = {Certified Graph View Maintenance with Regular Datalog},
  howpublished = {EasyChair Preprint no. 211},
  doi = {10.29007/2jbz},
  year = {EasyChair, 2018}}
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