LogicBlox
The LogicBlox system is a commercial, declarative, incremental logic programming language and deductive database inspired by Datalog. The LogiQL programming language extends Datalog with several features, including stratified negation, aggregation, and a module system. LogicBlox has been used to build pointer analyses for Java.[1]
| Paradigms | Declarative, Logic programming |
|---|---|
| Family | Datalog |
| Typing discipline | Static |
| License | Commercial |
| Website | logicblox |
| Influenced by | |
| Datalog | |
Features
- Stratified negation[2]
- Aggregate functions[3]
- Evaluation using a novel worst-case optimal join algorithm.[4][5]
- Data constructors
- Static typing[6]
- A module system
- Probabilistic programming features
- Incremental computation[7]
- Debugging with provenance[8][9]
References
Notes
- Antoniadis, Tony; Triantafyllou, Konstantinos; Smaragdakis, Yannis (2017-06-18). "Porting doop to Soufflé". Proceedings of the 6th ACM SIGPLAN International Workshop on State of the Art in Program Analysis. SOAP 2017. New York, NY, USA: Association for Computing Machinery. pp. 25–30. doi:10.1145/3088515.3088522. ISBN 978-1-4503-5072-3. S2CID 3074689.
- "6.4. Negation - LogicBlox 3.10 Reference Manual". developer.logicblox.com. Retrieved 2023-03-04. "Additionally, negation is only allowed when the platform can determine a way to stratify all rules and constraints that use negation."
- "Chapter 7. Rules - LogicBlox 3.10 Reference Manual". developer.logicblox.com. Retrieved 2023-03-04.
- Veldhuizen, Todd L. (2013-12-20). "Leapfrog Triejoin: a worst-case optimal join algorithm". arXiv:1210.0481 [cs.DB].
- Aberger, Christopher R.; Tu, Susan; Olukotun, Kunle; Ré, Christopher (May 2016). "Old techniques for new join algorithms: A case study in RDF processing". 2016 IEEE 32nd International Conference on Data Engineering Workshops (ICDEW). pp. 97–102. arXiv:1602.03557. doi:10.1109/ICDEW.2016.7495625. ISBN 978-1-5090-2109-3. S2CID 10016546.
- Zook, David; Pasalic, Emir; Sarna-Starosta, Beata (2009). Gill, Andy; Swift, Terrance (eds.). "Typed Datalog". Practical Aspects of Declarative Languages. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer. 5418: 168–182. doi:10.1007/978-3-540-92995-6_12. ISBN 978-3-540-92995-6. "Our type system has been implemented as a part of the LogicBlox development environment."
- Singh, Shikha; Madaminov, Sergey; Bender, Michael A.; Ferdman, Michael; Johnson, Ryan; Moseley, Benjamin; Ngo, Hung; Nguyen, Dung; Olesen, Soeren; Stirewalt, Kurt; Washburn, Geoffrey (May 2020). "A Scheduling Approach to Incremental Maintenance of Datalog Programs". 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS). pp. 864–873. doi:10.1109/IPDPS47924.2020.00093. ISBN 978-1-7281-6876-0. S2CID 216513350.
- Köhler, Sven; Ludäscher, Bertram; Smaragdakis, Yannis (2012). Barceló, Pablo; Pichler, Reinhard (eds.). "Declarative Datalog Debugging for Mere Mortals". Datalog in Academia and Industry. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer. 7494: 111–122. doi:10.1007/978-3-642-32925-8_12. ISBN 978-3-642-32925-8.
- "Chapter 17. Provenance". LogicBlox 3.10 Reference Manual. Retrieved 2023-03-11.
Sources
- Green, Todd J.; Aref, Molham; Karvounarakis, Grigoris (2012). Barceló, Pablo; Pichler, Reinhard (eds.). "LogicBlox, Platform and Language: A Tutorial". Datalog in Academia and Industry. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer. 7494: 1–8. doi:10.1007/978-3-642-32925-8_1. ISBN 978-3-642-32925-8.
- Aref, Molham; ten Cate, Balder; Green, Todd J.; Kimelfeld, Benny; Olteanu, Dan; Pasalic, Emir; Veldhuizen, Todd L.; Washburn, Geoffrey (2015-05-27). "Design and Implementation of the LogicBlox System". Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. SIGMOD '15. New York, NY, USA: Association for Computing Machinery. pp. 1371–1382. doi:10.1145/2723372.2742796. ISBN 978-1-4503-2758-9. S2CID 2161070.
- Kifer, Michael; Liu, Yanhong Annie (2018-09-19). Declarative Logic Programming: Theory, Systems, and Applications. Morgan & Claypool. p. 345. ISBN 978-1-970001-97-6.
Further reading
- Halpin, Terry; Rugaber, Spencer (2014-11-13). LogiQL: A Query Language for Smart Databases. CRC Press. ISBN 978-1-4822-4493-9.
See also
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