My talk will celebrate Robin Milner's contribution to functional programming via a combination of reminiscences about the early days of ML and speculations about its future.
我的演讲将通过对ML早期的回忆和对其未来的推测来庆祝Robin Milner对函数式编程的贡献。
{"title":"ML: metalanguage or object language?","authors":"M. Gordon","doi":"10.1145/1932681.1863545","DOIUrl":"https://doi.org/10.1145/1932681.1863545","url":null,"abstract":"My talk will celebrate Robin Milner's contribution to functional programming via a combination of reminiscences about the early days of ML and speculations about its future.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"98 1","pages":"1-2"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80803436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A wide range of computer programs, including compilers and theorem provers, manipulate data structures that involve names and binding. However, the design of programming idioms which allow performing these manipulations in a safe and natural style has, to a large extent, remained elusive. In this paper, we present a novel approach to the problem. Our proposal can be viewed either as a programming language design or as a library: in fact, it is currently implemented within Agda. It provides a safe and expressive means of programming with names and binders. It is abstract enough to support multiple concrete implementations: we present one in nominal style and one in de Bruijn style. We use logical relations to prove that "well-typed programs do not mix names with different scope". We exhibit an adequate encoding of Pitts-style nominal terms into our system.
{"title":"A fresh look at programming with names and binders","authors":"Nicolas Pouillard, F. Pottier","doi":"10.1145/1863543.1863575","DOIUrl":"https://doi.org/10.1145/1863543.1863575","url":null,"abstract":"A wide range of computer programs, including compilers and theorem provers, manipulate data structures that involve names and binding. However, the design of programming idioms which allow performing these manipulations in a safe and natural style has, to a large extent, remained elusive.\u0000 In this paper, we present a novel approach to the problem. Our proposal can be viewed either as a programming language design or as a library: in fact, it is currently implemented within Agda. It provides a safe and expressive means of programming with names and binders. It is abstract enough to support multiple concrete implementations: we present one in nominal style and one in de Bruijn style. We use logical relations to prove that \"well-typed programs do not mix names with different scope\". We exhibit an adequate encoding of Pitts-style nominal terms into our system.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"10 4","pages":"217-228"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72609918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In 1995, my team and I decided to create an outreach project that would use our research on functional programming to change the K-12 computer science curriculum. We had two different goals in mind. On the one hand, our curriculum should rely on mathematics to teach programming, and it d exploit programming to teach mathematics. All students - not just those who major in computer science - should benefit. On the other hand, our course should demonstrate that introductory programming can focus on program design, not just a specific syntax. We also wished to create a smooth path from a design-oriented introductory course all the way to courses on large software projects. My talk presents a checkpoint of our project, starting with our major scientific goal, a comprehensive theory of program design. Our work on this theory progresses through the development of program design courses for all age groups. At this point, we offer curricular materials for middle schools, high schools, three college-level freshman courses, and a junior-level course on constructing large components. We regularly use these materials to train K-12 teachers, after-school volunteers, and college faculty; thus far, we have reached hundreds of instructors, who in turn have dealt with thousands of students in their classrooms.
{"title":"TeachScheme!: a checkpoint","authors":"M. Felleisen","doi":"10.1145/1863543.1863563","DOIUrl":"https://doi.org/10.1145/1863543.1863563","url":null,"abstract":"In 1995, my team and I decided to create an outreach project that would use our research on functional programming to change the K-12 computer science curriculum. We had two different goals in mind. On the one hand, our curriculum should rely on mathematics to teach programming, and it d exploit programming to teach mathematics. All students - not just those who major in computer science - should benefit. On the other hand, our course should demonstrate that introductory programming can focus on program design, not just a specific syntax. We also wished to create a smooth path from a design-oriented introductory course all the way to courses on large software projects.\u0000 My talk presents a checkpoint of our project, starting with our major scientific goal, a comprehensive theory of program design. Our work on this theory progresses through the development of program design courses for all age groups. At this point, we offer curricular materials for middle schools, high schools, three college-level freshman courses, and a junior-level course on constructing large components. We regularly use these materials to train K-12 teachers, after-school volunteers, and college faculty; thus far, we have reached hundreds of instructors, who in turn have dealt with thousands of students in their classrooms.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"55 1","pages":"129-130"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78299278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We present a type and effect system for flow analysis that makes essential use of higher-ranked polymorphism. We show that, for higher-order functions, the expressiveness of higher-ranked types enables us to improve on the precision of conventional let-polymorphic analyses. Modularity and decidability of the analysis are guaranteed by making the analysis of each program parametric in the analyses of its inputs; in particular, we have that higher-order functions give rise to higher-order operations on effects. As flow typing is archetypical to a whole class of type and effect systems, our approach can be used to boost the precision of a wide range of type-based program analyses for higher-order languages.
{"title":"Polyvariant flow analysis with higher-ranked polymorphic types and higher-order effect operators","authors":"Stefan Holdermans, Jurriaan Hage","doi":"10.1145/1863543.1863554","DOIUrl":"https://doi.org/10.1145/1863543.1863554","url":null,"abstract":"We present a type and effect system for flow analysis that makes essential use of higher-ranked polymorphism. We show that, for higher-order functions, the expressiveness of higher-ranked types enables us to improve on the precision of conventional let-polymorphic analyses. Modularity and decidability of the analysis are guaranteed by making the analysis of each program parametric in the analyses of its inputs; in particular, we have that higher-order functions give rise to higher-order operations on effects. As flow typing is archetypical to a whole class of type and effect systems, our approach can be used to boost the precision of a wide range of type-based program analyses for higher-order languages.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"43 1","pages":"63-74"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79327628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dave Scott, Richard Sharp, T. Gazagnaire, Anil Madhavapeddy
We present a case-study of using OCaml within a large product development project, focussing on both the technical and non-technical issues that arose as a result. We draw comparisons between the OCaml team and the other teams that worked on the project, providing comparative data on hiring patterns and cross-team code contribution.
{"title":"Using functional programming within an industrial product group: perspectives and perceptions","authors":"Dave Scott, Richard Sharp, T. Gazagnaire, Anil Madhavapeddy","doi":"10.1145/1863543.1863557","DOIUrl":"https://doi.org/10.1145/1863543.1863557","url":null,"abstract":"We present a case-study of using OCaml within a large product development project, focussing on both the technical and non-technical issues that arose as a result. We draw comparisons between the OCaml team and the other teams that worked on the project, providing comparative data on hiring patterns and cross-team code contribution.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"8 1","pages":"87-92"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89390790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cody, Hazel, and Theo, two experienced Haskell programmers and an expert in automata theory, develop an elegant Haskell program for matching regular expressions: (i) the program is purely functional; (ii) it is overloaded over arbitrary semirings, which not only allows to solve the ordinary matching problem but also supports other applications like computing leftmost longest matchings or the number of matchings, all with a single algorithm; (iii) it is more powerful than other matchers, as it can be used for parsing every context-free language by taking advantage of laziness. The developed program is based on an old technique to turn regular expressions into finite automata which makes it efficient both in terms of worst-case time and space bounds and actual performance: despite its simplicity, the Haskell implementation can compete with a recently published professional C++ program for the same problem.
{"title":"A play on regular expressions: functional pearl","authors":"Sebastian Fischer, F. Huch, T. Wilke","doi":"10.1145/1863543.1863594","DOIUrl":"https://doi.org/10.1145/1863543.1863594","url":null,"abstract":"Cody, Hazel, and Theo, two experienced Haskell programmers and an expert in automata theory, develop an elegant Haskell program for matching regular expressions: (i) the program is purely functional; (ii) it is overloaded over arbitrary semirings, which not only allows to solve the ordinary matching problem but also supports other applications like computing leftmost longest matchings or the number of matchings, all with a single algorithm; (iii) it is more powerful than other matchers, as it can be used for parsing every context-free language by taking advantage of laziness.\u0000 The developed program is based on an old technique to turn regular expressions into finite automata which makes it efficient both in terms of worst-case time and space bounds and actual performance: despite its simplicity, the Haskell implementation can compete with a recently published professional C++ program for the same problem.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"22 1","pages":"357-368"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85501379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Type classes have found a wide variety of uses in Haskell programs, from simple overloading of operators (such as equality or ordering) to complex invariants used to implement type-safe heterogeneous lists or limited subtyping. Unfortunately, many of the richer uses of type classes require extensions to the class system that have been incompletely described in the research literature and are not universally accepted within the Haskell community. This paper describes a new type class system, implemented in a prototype tool called ilab, that simplifies and enhances Haskell-style type-class programming. In ilab, we replace overlapping instances with a new feature, instance chains, allowing explicit alternation and failure in instance declarations. We describe a technique for ascribing semantics to type class systems, relating classes, instances, and class constraints (such as kind signatures or functional dependencies) directly to a set-theoretic model of relations on types. Finally, we give a semantics for ilab and describe its implementation.
{"title":"Instance chains: type class programming without overlapping instances","authors":"J. Garrett Morris, Mark P. Jones","doi":"10.1145/1863543.1863596","DOIUrl":"https://doi.org/10.1145/1863543.1863596","url":null,"abstract":"Type classes have found a wide variety of uses in Haskell programs, from simple overloading of operators (such as equality or ordering) to complex invariants used to implement type-safe heterogeneous lists or limited subtyping. Unfortunately, many of the richer uses of type classes require extensions to the class system that have been incompletely described in the research literature and are not universally accepted within the Haskell community.\u0000 This paper describes a new type class system, implemented in a prototype tool called ilab, that simplifies and enhances Haskell-style type-class programming. In ilab, we replace overlapping instances with a new feature, instance chains, allowing explicit alternation and failure in instance declarations. We describe a technique for ascribing semantics to type class systems, relating classes, instances, and class constraints (such as kind signatures or functional dependencies) directly to a set-theoretic model of relations on types. Finally, we give a semantics for ilab and describe its implementation.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"44 1","pages":"375-386"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90906231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We want assurances that sensitive information will not be disclosed when aggregate data derived from a database is published. Differential privacy offers a strong statistical guarantee that the effect of the presence of any individual in a database will be negligible, even when an adversary has auxiliary knowledge. Much of the prior work in this area consists of proving algorithms to be differentially private one at a time; we propose to streamline this process with a functional language whose type system automatically guarantees differential privacy, allowing the programmer to write complex privacy-safe query programs in a flexible and compositional way. The key novelty is the way our type system captures function sensitivity, a measure of how much a function can magnify the distance between similar inputs: well-typed programs not only can't go wrong, they can't go too far on nearby inputs. Moreover, by introducing a monad for random computations, we can show that the established definition of differential privacy falls out naturally as a special case of this soundness principle. We develop examples including known differentially private algorithms, privacy-aware variants of standard functional programming idioms, and compositionality principles for differential privacy.
{"title":"Distance makes the types grow stronger: a calculus for differential privacy","authors":"J. Reed, B. Pierce","doi":"10.1145/1863543.1863568","DOIUrl":"https://doi.org/10.1145/1863543.1863568","url":null,"abstract":"We want assurances that sensitive information will not be disclosed when aggregate data derived from a database is published. Differential privacy offers a strong statistical guarantee that the effect of the presence of any individual in a database will be negligible, even when an adversary has auxiliary knowledge. Much of the prior work in this area consists of proving algorithms to be differentially private one at a time; we propose to streamline this process with a functional language whose type system automatically guarantees differential privacy, allowing the programmer to write complex privacy-safe query programs in a flexible and compositional way.\u0000 The key novelty is the way our type system captures function sensitivity, a measure of how much a function can magnify the distance between similar inputs: well-typed programs not only can't go wrong, they can't go too far on nearby inputs. Moreover, by introducing a monad for random computations, we can show that the established definition of differential privacy falls out naturally as a special case of this soundness principle. We develop examples including known differentially private algorithms, privacy-aware variants of standard functional programming idioms, and compositionality principles for differential privacy.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"83 1 1","pages":"157-168"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84230067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Supercompilation is a program optimisation technique that is particularly effective at eliminating unnecessary overheads. We have designed a new supercompiler, making many novel choices, including different termination criteria and handling of let bindings. The result is a supercompiler that focuses on simplicity, compiles programs quickly and optimises programs well. We have benchmarked our supercompiler, with some programs running more than twice as fast than when compiled with GHC.
{"title":"Rethinking supercompilation","authors":"Neil Mitchell","doi":"10.1145/1863543.1863588","DOIUrl":"https://doi.org/10.1145/1863543.1863588","url":null,"abstract":"Supercompilation is a program optimisation technique that is particularly effective at eliminating unnecessary overheads. We have designed a new supercompiler, making many novel choices, including different termination criteria and handling of let bindings. The result is a supercompiler that focuses on simplicity, compiles programs quickly and optimises programs well. We have benchmarked our supercompiler, with some programs running more than twice as fast than when compiled with GHC.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"28 1","pages":"309-320"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81485997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A student learning how to program learns best when the programming language and programming environment cater to her specific needs. These needs are different from the requirements of a professional programmer. Consequently, the design of teaching languages poses challenges different from the design of professional languages. Using a functional language by itself gives advantages over more popular, professional languages, but fully exploiting these advantages requires careful adaptation to the needs of the students' as-is, these languages do not support the students nearly as well as they could. This paper describes our experience adopting the didactic approach of How to Design Programs, focussing on the design process for our own set of teaching languages. We have observed students as they try to program as part of our introductory course, and used these observations to significantly improve the design of these languages. This paper describes the changes we have made, and the journey we took to get there.
{"title":"Experience report: growing programming languages for beginning students","authors":"Marcus Crestani, Michael Sperber","doi":"10.1145/1863543.1863576","DOIUrl":"https://doi.org/10.1145/1863543.1863576","url":null,"abstract":"A student learning how to program learns best when the programming language and programming environment cater to her specific needs. These needs are different from the requirements of a professional programmer. Consequently, the design of teaching languages poses challenges different from the design of professional languages. Using a functional language by itself gives advantages over more popular, professional languages, but fully exploiting these advantages requires careful adaptation to the needs of the students' as-is, these languages do not support the students nearly as well as they could. This paper describes our experience adopting the didactic approach of How to Design Programs, focussing on the design process for our own set of teaching languages. We have observed students as they try to program as part of our introductory course, and used these observations to significantly improve the design of these languages. This paper describes the changes we have made, and the journey we took to get there.","PeriodicalId":20504,"journal":{"name":"Proceedings of the 18th ACM SIGPLAN international conference on Functional programming","volume":"73 1","pages":"229-234"},"PeriodicalIF":0.0,"publicationDate":"2010-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89426695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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