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Non-deterministic languages to express deterministic transformations

Serge Abiteboul (Institut national de recherche en sciences et technologies du numérique), Eric Simon (Institut national de recherche en sciences et technologies du numérique), Victor Vianu (University of California San Diego)

Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems
DOI: 10.1145/298514.298575 (Computer Science)
Licence : non indiquée (tous droits réservés)

Résumé : The use of non-deterministic database languages is motivated using pragmatic and theoretical considerations. It is shown that non-determinism resolves some difficulties concerning the expressive power of deterministic languages: there are non-deterministic languages expressing low complexity classes of queries/updates, whereas no such deterministic languages exist. Various mechanisms yielding non-determinism are reviewed. The focus is on two closely related families of non-deterministic languages. The first consists of extensions of Datalog with negations in bodies and/or heads of rules, with non-deterministic fixpoint semantics. The second consists of non-deterministic extensions of first-order logic and fixpoint logics, using the witness operator. The ability of the various non-deterministic languages to express deterministic transformation is characterized. In particular, non-deterministic languages expressing exactly the queries/updates computable in polynomial time are exhibited, whereas it is conjectured that no analogous deterministic language exists. The connection between non-deterministic languages and determinism is also explored. Several problems of practical interest are examined, such as checking (statically or dynamically) if a given program is deterministic, detecting coincidence of deterministic and non-deterministic semantics, and verifying termination for non-deterministic programs.

Publié le 02 Avr. 1990