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IceDust 2: Derived Bidirectional Relations and Calculation Strategy Composition

Authors Daco C. Harkes, Eelco Visser

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Daco C. Harkes
Eelco Visser

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Daco C. Harkes and Eelco Visser. IceDust 2: Derived Bidirectional Relations and Calculation Strategy Composition. In 31st European Conference on Object-Oriented Programming (ECOOP 2017). Leibniz International Proceedings in Informatics (LIPIcs), Volume 74, pp. 14:1-14:29, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2017)
https://doi.org/10.4230/LIPIcs.ECOOP.2017.14

Abstract

Derived values are values calculated from base values. They can be expressed with views in relational databases, or with expressions in incremental or reactive programming. However, relational views do not provide multiplicity bounds, and incremental and reactive programming require significant boilerplate code in order to encode bidirectional derived values. Moreover, the composition of various strategies for calculating derived values is either disallowed, or not checked for producing derived values which will be consistent with the derived values they depend upon. In this paper we present IceDust2, an extension of the declarative data modeling language IceDust with derived bidirectional relations with multiplicity bounds and support for statically checked composition of calculation strategies. Derived bidirectional relations, multiplicity bounds, and calculation strategies all influence runtime behavior of changes to data, leading to hundreds of possible behavior definitions. IceDust2 uses a product-line based code generator to avoid explicitly defining all possible combinations, making it easier to reason about correctness. The type system allows only sound composition of strategies and guarantees multiplicity bounds. Finally, our case studies validate the usability of IceDust2 in applications.
Keywords
  • Incremental Computing
  • Data Modeling
  • Domain Specific Language

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References

  1. Umut A. Acar. Self-adjusting computation: (an overview). In Germán Puebla and Germán Vidal, editors, Proceedings of the 2009 ACM SIGPLAN Symposium on Partial Evaluation and Semantics-based Program Manipulation, PEPM 2009, Savannah, GA, USA, January 19-20, 2009, pages 1-6. ACM, 2009. URL: http://dx.doi.org/10.1145/1480945.1480946.
  2. M. Akhtar Ali, Alvaro A. A. Fernandes, and Norman W. Paton. Movie: An incremental maintenance system for materialized object views. Data &Knowledge Engineering, 47(2):131-166, 2003. URL: http://dx.doi.org/10.1016/S0169-023X(03)00048-X.
  3. Stephanie Balzer. Rumer: a Programming Language and Modular Verification Technique Based on Relationships. PhD thesis, ETH, Zürich, 2011. URL: http://dx.doi.org/10.3929/ethz-a-007086593.
  4. Gavin M. Bierman and Alisdair Wren. First-class relationships in an object-oriented language. In Andrew P. Black, editor, ECOOP 2005 - Object-Oriented Programming, 19th European Conference, Glasgow, UK, July 25-29, 2005, Proceedings, volume 3586 of Lecture Notes in Computer Science, pages 262-286. Springer, 2005. URL: http://dx.doi.org/10.1007/11531142_12.
  5. Jim Davies, James Welch, Alessandra Cavarra, and Edward Crichton. On the generation of object databases using booster. In 11th International Conference on Engineering of Complex Computer Systems (ICECCS 2006), 15-17 August 2006, Stanford, California, USA, pages 249-258. IEEE Computer Society, 2006. URL: http://dx.doi.org/10.1109/ICECCS.2006.1690374.
  6. Alan J. Demers, Thomas W. Reps, and Tim Teitelbaum. Incremental evaluation for attribute grammars with application to syntax-directed editors. In Proceedings of the 8th ACM SIGPLAN-SIGACT symposium on Principles of programming languages, Williamsburg, Virginia, January 26-28, 1981, pages 105-116, 1981. URL: http://dx.doi.org/10.1145/567532.567544.
  7. Conal M. Elliott. Push-pull functional reactive programming. In Stephanie Weirich, editor, Proceedings of the 2nd ACM SIGPLAN Symposium on Haskell, Haskell 2009, Edinburgh, Scotland, UK, 3 September 2009, pages 25-36. ACM, 2009. URL: http://dx.doi.org/10.1145/1596638.1596643.
  8. Dieter Gluche, Torsten Grust, Christof Mainberger, and Marc H. Scholl. Incremental updates for materialized oql views. In François Bry, Raghu Ramakrishnan, and Kotagiri Ramamohanarao, editors, Deductive and Object-Oriented Databases, 5th International Conference, DOOD 97, Montreux, Switzerland, December 8-12, 1997, Proceedings, volume 1341 of Lecture Notes in Computer Science, pages 52-66. Springer, 1997. URL: http://dx.doi.org/10.1007/3-540-63792-3_8.
  9. Todd J. Green. Logiql: A declarative language for enterprise applications. In Tova Milo and Diego Calvanese, editors, Proceedings of the 34th ACM Symposium on Principles of Database Systems, PODS 2015, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pages 59-64. ACM, 2015. URL: http://dx.doi.org/10.1145/2745754.2745780.
  10. Todd J. Green, Shan Shan Huang, Boon Thau Loo, and Wenchao Zhou. Datalog and recursive query processing. Foundations and Trends in Databases, 5(2):105-195, 2013. URL: http://dx.doi.org/10.1561/1900000017.
  11. Ashish Gupta and Inderpal Singh Mumick. Maintenance of materialized views: Problems, techniques, and applications. IEEE Data Eng. Bull., 18(2):3-18, 1995. Google Scholar
  12. Ashish Gupta, Inderpal Singh Mumick, and V. S. Subrahmanian. Maintaining views incrementally. In Peter Buneman and Sushil Jajodia, editors, Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, Washington, D.C., May 26-28, 1993, pages 157-166. ACM Press, 1993. URL: http://dx.doi.org/10.1145/170035.170066.
  13. Matthew A. Hammer, Joshua Dunfield, Kyle Headley, Nicholas Labich, Jeffrey S. Foster, Michael W. Hicks, and David Van Horn. Incremental computation with names. In Jonathan Aldrich and Patrick Eugster, editors, Proceedings of the 2015 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications, OOPSLA 2015, part of SLASH 2015, Pittsburgh, PA, USA, October 25-30, 2015, pages 748-766. ACM, 2015. URL: http://dx.doi.org/10.1145/2814270.2814305.
  14. Matthew A. Hammer, Yit Phang Khoo, Michael Hicks, and Jeffrey S. Foster. Adapton: composable, demand-driven incremental computation. In Michael F. P. O'Boyle and Keshav Pingali, editors, ACM SIGPLAN Conference on Programming Language Design and Implementation, PLDI '14, Edinburgh, United Kingdom - June 09 - 11, 2014, page 18. ACM, 2014. URL: http://dx.doi.org/10.1145/2594291.2594324.
  15. Daco Harkes, Danny M. Groenewegen, and Eelco Visser. Icedust: Incremental and eventual computation of derived values in persistent object graphs. In Shriram Krishnamurthi and Benjamin S. Lerner, editors, 30th European Conference on Object-Oriented Programming, ECOOP 2016, July 18-22, 2016, Rome, Italy, volume 56 of LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2016. URL: http://dx.doi.org/10.4230/LIPIcs.ECOOP.2016.11.
  16. Daco Harkes and Eelco Visser. Unifying and generalizing relations in role-based data modeling and navigation. In Benoît Combemale, David J. Pearce, Olivier Barais, and Jurgen J. Vinju, editors, Software Language Engineering - 7th International Conference, SLE 2014, Västeras, Sweden, September 15-16, 2014. Proceedings, volume 8706 of Lecture Notes in Computer Science, pages 241-260. Springer, 2014. URL: http://dx.doi.org/10.1007/978-3-319-11245-9_14.
  17. Daniel Jackson. Alloy: a lightweight object modelling notation. ACM Transactions on Software Engineering Methodology, 11(2):256-290, 2002. URL: http://dx.doi.org/10.1145/505145.505149.
  18. Kyo C Kang, Sholom G Cohen, James A Hess, William E Novak, and A Spencer Peterson. Feature-oriented domain analysis (foda) feasibility study. Technical report, DTIC Document, 1990. Google Scholar
  19. Gregor Kiczales, John Lamping, Anurag Mendhekar, Chris Maeda, Cristina Videira Lopes, Jean-Marc Loingtier, and John Irwin. Aspect-oriented programming. In Mehmet Aksit and Satoshi Matsuoka, editors, ECOOP 97 - Object-Oriented Programming, 11th European Conference, Jyväskylä, Finland, June 9-13, 1997, Proceedings, volume 1241 of Lecture Notes in Computer Science, pages 220-242. Springer, 1997. URL: http://dx.doi.org/10.1007/BFb0053381.
  20. Shriram Krishnamurthi, Kathi Fisler, Daniel J. Dougherty, and Daniel Yoo. Alchemy: transmuting base alloy specifications into implementations. In Mary Jean Harrold and Gail C. Murphy, editors, Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2008, Atlanta, Georgia, USA, November 9-14, 2008, pages 158-169. ACM, 2008. URL: http://dx.doi.org/10.1145/1453101.1453123.
  21. Yanhong A. Liu, Jon Brandvein, Scott D. Stoller, and Bo Lin. Demand-driven incremental object queries. In James Cheney and Germán Vidal, editors, Proceedings of the 18th International Symposium on Principles and Practice of Declarative Programming, Edinburgh, United Kingdom, September 5-7, 2016, pages 228-241. ACM, 2016. URL: http://dx.doi.org/10.1145/2967973.2968610.
  22. Ingo Maier and Martin Odersky. Higher-order reactive programming with incremental lists. In Giuseppe Castagna, editor, ECOOP 2013 - Object-Oriented Programming - 27th European Conference, Montpellier, France, July 1-5, 2013. Proceedings, volume 7920 of Lecture Notes in Computer Science, pages 707-731. Springer, 2013. URL: http://dx.doi.org/10.1007/978-3-642-39038-8_29.
  23. Erik Meijer. Reactive extensions (rx): curing your asynchronous programming blues. In ACM SIGPLAN Commercial Users of Functional Programming, page 11. ACM, 2010. URL: http://dx.doi.org/10.1145/1900160.1900173.
  24. Ralf Mitschke, Sebastian Erdweg, Mirko Köhler, Mira Mezini, and Guido Salvaneschi. i3ql: language-integrated live data views. In Andrew P. Black and Todd D. Millstein, editors, Proceedings of the 2014 ACM International Conference on Object Oriented Programming Systems Languages &Applications, OOPSLA 2014, part of SPLASH 2014, Portland, OR, USA, October 20-24, 2014, pages 417-432. ACM, 2014. URL: http://dx.doi.org/10.1145/2660193.2660242.
  25. Barry Porter, Matthew Grieves, Roberto Vito Rodrigues Filho, and David Leslie. Rex: A development platform and online learning approach for runtime emergent software systems. In Kimberly Keeton and Timothy Roscoe, editors, 12th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2016, Savannah, GA, USA, November 2-4, 2016, pages 333-348. USENIX Association, 2016. Google Scholar
  26. Raghu Ramakrishnan, Kenneth A. Ross, Divesh Srivastava, and S. Sudarshan. Efficient incremental evaluation of queries with aggregation. In Workshop on Design and Impl. of Parallel Logic Programming Systems, pages 204-218, 1994. Google Scholar
  27. Kenneth A. Ross and Yehoshua Sagiv. Monotonic aggregation in deductive databases. In Proceedings of the Eleventh ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, June 2-4, 1992, San Diego, California, pages 114-126. ACM Press, 1992. URL: http://dx.doi.org/10.1145/137097.137852.
  28. Guido Salvaneschi, Gerold Hintz, and Mira Mezini. Rescala: bridging between object-oriented and functional style in reactive applications. In Walter Binder, Erik Ernst, Achille Peternier, and Robert Hirschfeld, editors, 13th International Conference on Modularity, MODULARITY '14, Lugano, Switzerland, April 22-26, 2014, pages 25-36. ACM, 2014. URL: http://dx.doi.org/10.1145/2577080.2577083.
  29. Friedrich Steimann. Content over container: object-oriented programming with multiplicities. In Antony L. Hosking, Patrick Th. Eugster, and Robert Hirschfeld, editors, ACM Symposium on New Ideas in Programming and Reflections on Software, Onward! 2013, part of SPLASH '13, Indianapolis, IN, USA, October 26-31, 2013, pages 173-186. ACM, 2013. URL: http://dx.doi.org/10.1145/2509578.2509582.
  30. Emma Söderberg and Görel Hedin. Incremental evaluation of reference attribute grammars using dynamic dependency tracking. Technical Report 98, Department of Computer Science, Lund University, 2012. Google Scholar
  31. Zoltán Ujhelyi, Gábor Bergmann, Ábel Hegedüs, Ákos Horváth, Benedek Izsó, István Ráth, Zoltán Szatmári, and Dániel Varró. Emf-incquery: An integrated development environment for live model queries. Science of Computer Programming, 98:80-99, 2015. URL: http://dx.doi.org/10.1016/j.scico.2014.01.004.
  32. Eelco Visser. WebDSL: A case study in domain-specific language engineering. In Ralf Lämmel, Joost Visser, and João Saraiva, editors, Generative and Transformational Techniques in Software Engineering II, International Summer School, GTTSE 2007, volume 5235 of Lecture Notes in Computer Science, pages 291-373, Braga, Portugal, 2007. Springer. URL: http://dx.doi.org/10.1007/978-3-540-88643-3_7.
  33. Markus Völter and Eelco Visser. Product line engineering using domain-specific languages. In Eduardo Santana de Almeida, Tomoji Kishi, Christa Schwanninger, Isabel John, and Klaus Schmid, editors, Software Product Lines - 15th International Conference, SPLC 2011, Munich, Germany, August 22-26, 2011, pages 70-79. IEEE, 2011. URL: http://dx.doi.org/10.1109/SPLC.2011.25.
  34. Darren Willis, David J. Pearce, and James Noble. Caching and incrementalisation in the java query language. In Gail E. Harris, editor, Proceedings of the 23rd Annual ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications, OOPSLA 2008, October 19-23, 2008, Nashville, TN, USA, pages 1-18. ACM, 2008. URL: http://dx.doi.org/10.1145/1449764.1449766.
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