Abstract
We review our experience developing a domain-specific language at DATEV, a large payroll service provider. The language enables business programmers to efficiently implement, test, and validate payroll calculations independent of downstream deployment considerations. It is fundamentally functional and addresses core domain challenges such as versioning of calculation rules and data and the processing of temporal data. We evaluate the language regarding reduction of complexity in payroll programs, the impact on quality, its suitability for use by domain experts, as well as the integration into the IT infrastructure. The chapter concludes with general learnings about building business DSLs.
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References
Anh, B.T.M., Stinckwich, S., Ziane, M., Roche, B., Vinh, H.T.: Kendrick: A domain specific language and platform for mathematical epidemiological modelling. In: The 2015 IEEE RIVF International Conference on Computing & Communication Technologies-Research, Innovation, and Vision for Future (RIVF), pp. 132–137. IEEE, Piscataway (2015)
Antao, T., Hastings, I.M., McBurney, P.: Ronald: A domain-specific language to study the interactions between malaria infections and drug treatments. In: BIOCOMP, pp. 747–752 (2008)
Barrett, C., Tinelli, C.: Satisfiability modulo theories. In: Handbook of Model Checking, pp. 305–343. Springer, Berlin (2018)
Barzdins, J., Cerans, K., Kalnins, A., Grasmanis, M., Kozlovics, S., Lace, L., Liepins, R., Rencis, E., Sprogis, A., Zarins, A.: Domain specific languages for business process management: A case study. In: Proceedings of DSM, vol. 9, pp. 34–40 (2009)
Broy, M., Kirstan, S., Krcmar, H., Schätz, B., Zimmermann, J.: What is the benefit of a model-based design of embedded software systems in the car industry? In: Software Design and Development: Concepts, Methodologies, Tools, and Applications: Concepts, Methodologies, Tools, and Applications, p. 310. IGI Global, Pennsylvania (2013)
Bruckhaus, T., Madhavii, N., Janssen, I., Henshaw, J.: The impact of tools on software productivity. IEEE Softw. 13(5), 29–38 (1996)
Chinosi, M., Trombetta, A.: BPMN: An introduction to the standard. Comput. Stand. Interfaces 34(1), 124–134 (2012)
Christiansen, D.R., Grue, K., Niss, H., Sestoft, P., Sigtryggsson, K.S.: An actuarial programming language for life insurance and pensions. In: Proceedings of 30th International Congress of Actuaries (2013)
Cousot, P., Cousot, R.: Abstract interpretation: A unified lattice model for static analysis of programs by construction or approximation of fix points. In: Proceedings of the 4th ACM SIGACT-SIGPLAN Symposium on Principles of Programming Languages, pp. 238–252. ACM, NewYork (1977)
Cousot, P., Cousot, R.: Abstract interpretation frameworks. J. Logic Comput. 2(4), 511–547 (1992)
De Moura, L., Bjørner, N.: Z3: An efficient SMT solver. In: International Conference on Tools and Algorithms for the Construction and Analysis of Systems. Springer, Berlin, (2008)
Erdweg, S., Giarrusso, P.G., Rendel, T.: Language composition untangled. In: Proceedings of the Twelfth Workshop on Language Descriptions, Tools, and Applications, p. 7. ACM, New York (2012)
Erdweg, S., Van Der Storm, T., Völter, M., Boersma, M., Bosman, R., Cook, W.R., Gerritsen, A., Hulshout, A., Kelly, S., Loh, A., et al.: The state of the art in language workbenches. In: International Conference on Software Language Engineering, pp. 197–217. Springer, Berlin (2013)
Evans, E.: Domain-Driven Design: Tackling Complexity in the Heart of Software. Addison-Wesley Professional, Boston (2004)
Faerber, M., Jablonski, S., Schneider, T.: A comprehensive modeling language for clinical processes. In ECEH, pp. 77–88. Citeseer (2007)
Feurzeig, W., Lukas, G.: LOGO - a programming language for teaching mathematics. Educat. Technol. 12(3), 39–46 (1972)
Florence, S.P., Fetscher, B., Flatt, M., Temps, W.H., Kiguradze, T., West, D.P., Niznik, C., Yarnold, P.R., Findler, R.B., Belknap, S.M.: POP-PL: A patient-oriented prescription programming language. In: ACM SIGPLAN Notices, vol. 51, pp. 131–140. ACM, New York (2015)
Hermans, F., Pinzger, M., Van Deursen, A.: Domain-specific languages in practice: A user study on the success factors. In: International Conference on Model Driven Engineering Languages and Systems, pp. 423–437. Springer, Berlin (2009)
Huber, G., Wälzlein, R.: Problem und lösung beschreiben. Java Mag. 2017(1) (2017)
Iu, M.-Y.: Programming basics: A website teaching people how to program. http://www.programmingbasics.org/en/ (2018)
Johnston, T.: Bitemporal Data: Theory and Practice. Newnes (2014)
Jürgens, E., Feilkas, M.: Domain Specific Languages (2006)
Kärnä, J., Tolvanen, J.-P., Kelly, S.: Evaluating the use of domain-specific modeling in practice. In: Proceedings of the 9th OOPSLA Workshop on Domain-Specific Modeling (2009)
Kieburtz, R.B., McKinney, L., Bell, J.M., Hook, J., Kotov, A., Lewis, J., Oliva, D.P., Sheard, T., Smith, I., Walton, L.: A software engineering experiment in software component generation. In: Proceedings of the 18th International Conference on Software Engineering, pp. 542–552. IEEE Computer Society, Washington (1996)
Kolk, H., Voelter, M.: Democratizing software creation. Presentation at OOP 2008 Conference http://voelter.de/data/presentations/KolkVoelter_IntentionalSoftware.pdf, (2008)
Liebel, G., Marko, N., Tichy, M., Leitner, A., Hansson, J.: Assessing the state-of-practice of model-based engineering in the embedded systems domain. In: International Conference on Model Driven Engineering Languages and Systems, pp. 166–182. Springer, Berlin (2014)
Liggesmeyer, P., Trapp, M.: Trends in embedded software engineering. IEEE Softw. 26(3), 19–25 (2009)
Maloney, J., Resnick, M., Rusk, N., Silverman, B., Eastmond, E.: The scratch programming language and environment. ACM Trans. Comput. Education (TOCE) 10(4), 16 (2010)
McDirmid, S.: Usable live programming. In: Proceedings of the 2013 ACM International Symposium on New Ideas, New Paradigms, and Reflections on Programming & Software, pp. 53–62. ACM, New York (2013)
Mediratta, A.: A generic domain specific language for financial contracts. PhD Thesis, Rutgers University-Graduate School-New Brunswick (2007)
Metacase Consulting. DSM examples. https://metacase.com/cases/dsm_examples.html (2019)
Object Management Group. Decision model and notation specification version 1.2. https://www.omg.org/spec/DMN (2019)
Pace, G.J., Rosner, M.: A controlled language for the specification of contracts. In: International Workshop on Controlled Natural Language, pp. 226–245. Springer, Berlin (2009)
Pepels, B., Zanten, G.V.v.: Model driven software engineering in the large: Experiences at the Dutch tax and customs service (industry talk). In: Proceedings of the 1st Industry Track on Software Language Engineering, ITSLE 2016, pp. 2–2. ACM, New York (2016)
Peyton Jones, S., Eber, J.-M., Seward, J.: Composing contracts: An adventure in financial engineering (functional pearl). In: ACM SIGPLAN Notices, vol. 35, pp. 280–292. ACM, New York (2000)
Simonyi, C., Christerson, M., Clifford, S.: Intentional software. In: ACM SIGPLAN Notices, vol. 41, pp. 451–464. ACM, New York (2006)
Stenberg, J.: Domain-driven design with onion architecture. https://www.infoq.com/news/2014/10/ddd-onion-architecture (2014)
Stoel, J., Storm, T.v.d., Vinju, J., Bosman, J.: Solving the bank with rebel: On the design of the rebel specification language and its application inside a bank. In: Proceedings of the 1st Industry Track on Software Language Engineering, pp. 13–20. ACM, New York (2016)
van Deursen, A.: Domain-specific languages versus object-oriented frameworks: A financial engineering case study. In: Smalltalk and Java in Industry and Academia, STJA 97, pp. 35–39. CiteSeer (1997)
Van Deursen, A., Klint, P., Visser, J.: Domain-specific languages: An annotated bibliography. ACM Sigplan Notices 35(6), 26–36 (2000)
Voelter, M.: Language and IDE development, modularization and composition with MPS. In: GTTSE 2011. Lecture Notes in Computer Science. Springer, Berlin (2011)
Voelter, M.: The design, evolution, and use of KernelF. In: International Conference on Theory and Practice of Model Transformations, pp. 3–55. Springer, Berlin (2018)
Voelter, M.: Fusing modeling and programming into language-oriented programming. In: International Symposium on Leveraging Applications of Formal Methods, pp. 309–339. Springer, Berlin (2018)
Voelter, M.: Programming basics: How to think like a programmer. https://markusvoelter.github.io/ProgrammingBasics/ (2018)
Voelter, M.: The hidden layer between the fachlichkeit and the -ilities. https://medium.com/@markusvoelter/the-hidden-layer-between-the-fachlichkeit-and-the-ilities-7d850fde00bf (2019)
Voelter, M., van Deursen, A., Kolb, B., Eberle, S.: Using c language extensions for developing embedded software: A case study. In: OOPSLA 2015 (2015)
Voelter, M., Kolb, B., Szabó, T., Ratiu, D., van Deursen, A.: Lessons learned from developing mbeddr: A case study in language engineering with MPS. Softw. Syst. Model. 18, 585–630 (2017)
Voelter, M., Szabó, T., Lisson, S., Kolb, B., Erdweg, S., Berger, T.: Efficient development of consistent projectional editors using grammar cells. In: Proceedings of the 2016 ACM SIGPLAN International Conference on Software Language Engineering, pp. 28–40. ACM, New York (2016)
Voelter, M., Kolb, B., Birken, K., Tomassetti, F., Alff, P., Wiart, L., Wortmann, A., Nordmann, A.: Using language workbenches and domain-specific languages for safety-critical software development. Softw. Syst. Model. 18, 1–24 (2018)
Weintrop, D., Afzal, A., Salac, J., Francis, P., Li, B., Shepherd, D.C., Franklin, D., Evaluating coblox: A comparative study of robotics programming environments for adult novices. In: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, p. 366. ACM, New York (2018)
Wing, J.M.: Computational thinking. Commun. ACM 49(3), 33–35 (2006)
Acknowledgements
We thank Bastian Kruck and the reviewers of the book for detailed and very useful feedback on this chapter. Our thanks also goes to the anonymous reviewers of the MPS book.
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Voelter, M., Koščejev, S., Riedel, M., Deitsch, A., Hinkelmann, A. (2021). A Domain-Specific Language for Payroll Calculations: An Experience Report from DATEV. In: Bucchiarone, A., Cicchetti, A., Ciccozzi, F., Pierantonio, A. (eds) Domain-Specific Languages in Practice. Springer, Cham. https://doi.org/10.1007/978-3-030-73758-0_4
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