Fan: Compile-Time Metaprogramming for Ocaml
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First Class Overloading Via Insersection Type Parameters⋆
First Class Overloading via Insersection Type Parameters? Elton Cardoso2, Carlos Camar~ao1, and Lucilia Figueiredo2 1 Universidade Federal de Minas Gerais, [email protected] 2 Universidade Federal de Ouro Preto [email protected], [email protected] Abstract The Hindley-Milner type system imposes the restriction that function parameters must have monomorphic types. Lifting this restric- tion and providing system F “first class" polymorphism is clearly desir- able, but comes with the difficulty that inference of types for system F is undecidable. More practical type systems incorporating types of higher- rank have recently been proposed, that rely on system F but require type annotations for the definition of functions with polymorphic type parameters. However, these type annotations inevitably disallow some possible uses of higher-rank functions. To avoid this problem and to pro- mote code reuse, we explore using intersection types for specifying the types of function parameters that are used polymorphically inside the function body, allowing a flexible use of such functions, on applications to both polymorphic or overloaded arguments. 1 Introduction The Hindley-Milner type system [9] (HM) has been successfuly used as the basis for type systems of modern functional programming languages, such as Haskell [23] and ML [20]. This is due to its remarkable properties that a compiler can in- fer the principal type for any language expression, without any help from the programmer, and the type inference algorithm [5] is relatively simple. This is achieved, however, by imposing some restrictions, a major one being that func- tion parameters must have monomorphic types. For example, the following definition is not allowed in the HM type system: foo g = (g [True,False], g ['a','b','c']) Since parameter g is used with distinct types in the function's body (being applied to both a list of booleans and a list of characters), its type cannot be monomorphic, and this definition of foo cannot thus be typed in HM. -
Source-To-Source Translation and Software Engineering
Journal of Software Engineering and Applications, 2013, 6, 30-40 http://dx.doi.org/10.4236/jsea.2013.64A005 Published Online April 2013 (http://www.scirp.org/journal/jsea) Source-to-Source Translation and Software Engineering David A. Plaisted Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, USA. Email: [email protected] Received February 5th, 2013; revised March 7th, 2013; accepted March 15th, 2013 Copyright © 2013 David A. Plaisted. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. ABSTRACT Source-to-source translation of programs from one high level language to another has been shown to be an effective aid to programming in many cases. By the use of this approach, it is sometimes possible to produce software more cheaply and reliably. However, the full potential of this technique has not yet been realized. It is proposed to make source- to-source translation more effective by the use of abstract languages, which are imperative languages with a simple syntax and semantics that facilitate their translation into many different languages. By the use of such abstract lan- guages and by translating only often-used fragments of programs rather than whole programs, the need to avoid writing the same program or algorithm over and over again in different languages can be reduced. It is further proposed that programmers be encouraged to write often-used algorithms and program fragments in such abstract languages. Libraries of such abstract programs and program fragments can then be constructed, and programmers can be encouraged to make use of such libraries by translating their abstract programs into application languages and adding code to join things together when coding in various application languages. -
Disjoint Polymorphism
Disjoint Polymorphism João Alpuim, Bruno C. d. S. Oliveira, and Zhiyuan Shi The University of Hong Kong {alpuim,bruno,zyshi}@cs.hku.hk Abstract. The combination of intersection types, a merge operator and parametric polymorphism enables important applications for program- ming. However, such combination makes it hard to achieve the desirable property of a coherent semantics: all valid reductions for the same expres- sion should have the same value. Recent work proposed disjoint inter- sections types as a means to ensure coherence in a simply typed setting. However, the addition of parametric polymorphism was not studied. This paper presents Fi: a calculus with disjoint intersection types, a vari- ant of parametric polymorphism and a merge operator. Fi is both type- safe and coherent. The key difficulty in adding polymorphism is that, when a type variable occurs in an intersection type, it is not statically known whether the instantiated type will be disjoint to other compo- nents of the intersection. To address this problem we propose disjoint polymorphism: a constrained form of parametric polymorphism, which allows disjointness constraints for type variables. With disjoint polymor- phism the calculus remains very flexible in terms of programs that can be written, while retaining coherence. 1 Introduction Intersection types [20,43] are a popular language feature for modern languages, such as Microsoft’s TypeScript [4], Redhat’s Ceylon [1], Facebook’s Flow [3] and Scala [37]. In those languages a typical use of intersection types, which has been known for a long time [19], is to model the subtyping aspects of OO-style multiple inheritance. -
Polymorphic Intersection Type Assignment for Rewrite Systems with Abstraction and -Rule Extended Abstract
Polymorphic Intersection Type Assignment for Rewrite Systems with Abstraction and -rule Extended Abstract Steffen van Bakel , Franco Barbanera , and Maribel Fernandez´ Department of Computing, Imperial College, 180 Queen’s Gate, London SW7 2BZ. [email protected] Dipartimento di Matematica, Universita` degli Studi di Catania, Viale A. Doria 6, 95125 Catania, Italia. [email protected] LIENS (CNRS URA 8548), Ecole Normale Superieure,´ 45, rue d’Ulm, 75005 Paris, France. [email protected] Abstract. We define two type assignment systems for first-order rewriting ex- tended with application, -abstraction, and -reduction (TRS ). The types used in these systems are a combination of ( -free) intersection and polymorphic types. The first system is the general one, for which we prove a subject reduction theorem and show that all typeable terms are strongly normalisable. The second is a decidable subsystem of the first, by restricting types to Rank 2. For this sys- tem we define, using an extended notion of unification, a notion of principal type, and show that type assignment is decidable. Introduction The combination of -calculus (LC) and term rewriting systems (TRS) has attracted attention not only from the area of programming language design, but also from the rapidly evolving field of theorem provers. It is well-known by now that type disciplines provide an environment in which rewrite rules and -reduction can be combined with- out loss of their useful properties. This is supported by a number of results for a broad range of type systems [11, 12, 20, 7, 8, 5]. In this paper we study the combination of LC and TRS as a basis for the design of a programming language. -
Extending Fortran with Meta-Programming
OpenFortran: Extending Fortran with Meta-programming Songqing Yue and Jeff Gray Department of Computer Science University of Alabama Tuscaloosa, AL, USA {syue, gray}@cs.ua.edu Abstract—Meta-programming has shown much promise for manipulated [1]. MOPs add the ability of meta-programming improving the quality of software by offering programming to programming languages by providing users with standard language techniques to address issues of modularity, reusability, interfaces to modify the internal implementation of the maintainability, and extensibility. A system that supports meta- program. Through the interface, programmers can programming is able to generate or manipulate other programs incrementally change the implementation and the behavior of a to extend their behavior. This paper describes OpenFortran, a program to better suit their needs. Furthermore, a metaprogram Meta-Object Protocol (MOP) that is able to bring the power of can capture the needs of a commonly needed feature and be meta-programming to Fortran, one of the most widely used applied to several different base programs. languages in the area of High Performance Computing (HPC). OpenFortran provides a framework that allows library A MOP may perform the underling adaptation of the base developers to build arbitrary source-to-source program program at either run-time or compile-time. Run-time MOPs transformation libraries for Fortran programs. To relieve the function while a program is executing and can be used to burden of learning the details about how the underlying perform real-time adaptation, for example the Common Lisp transformations are performed, a domain-specific language Object System (CLOS) [13] that allows the mechanisms of named SPOT has been created that allows developers to specify inheritance, method dispatching, and class instantiation to be direct manipulation of programs. -
ROSE Tutorial: a Tool for Building Source-To-Source Translators Draft Tutorial (Version 0.9.11.115)
ROSE Tutorial: A Tool for Building Source-to-Source Translators Draft Tutorial (version 0.9.11.115) Daniel Quinlan, Markus Schordan, Richard Vuduc, Qing Yi Thomas Panas, Chunhua Liao, and Jeremiah J. Willcock Lawrence Livermore National Laboratory Livermore, CA 94550 925-423-2668 (office) 925-422-6278 (fax) fdquinlan,panas2,[email protected] [email protected] [email protected] [email protected] [email protected] Project Web Page: www.rosecompiler.org UCRL Number for ROSE User Manual: UCRL-SM-210137-DRAFT UCRL Number for ROSE Tutorial: UCRL-SM-210032-DRAFT UCRL Number for ROSE Source Code: UCRL-CODE-155962 ROSE User Manual (pdf) ROSE Tutorial (pdf) ROSE HTML Reference (html only) September 12, 2019 ii September 12, 2019 Contents 1 Introduction 1 1.1 What is ROSE.....................................1 1.2 Why you should be interested in ROSE.......................2 1.3 Problems that ROSE can address...........................2 1.4 Examples in this ROSE Tutorial...........................3 1.5 ROSE Documentation and Where To Find It.................... 10 1.6 Using the Tutorial................................... 11 1.7 Required Makefile for Tutorial Examples....................... 11 I Working with the ROSE AST 13 2 Identity Translator 15 3 Simple AST Graph Generator 19 4 AST Whole Graph Generator 23 5 Advanced AST Graph Generation 29 6 AST PDF Generator 31 7 Introduction to AST Traversals 35 7.1 Input For Example Traversals............................. 35 7.2 Traversals of the AST Structure............................ 36 7.2.1 Classic Object-Oriented Visitor Pattern for the AST............ 37 7.2.2 Simple Traversal (no attributes)....................... 37 7.2.3 Simple Pre- and Postorder Traversal.................... -
Towards Large-Scale Refactoring for Ocaml
Towards Large-scale Refactoring for OCaml REUBEN N. S. ROWE, University of Kent, UK SIMON J. THOMPSON, University of Kent, UK Refactoring is the process of changing the way a program works without changing its overall behaviour. The functional programming paradigm presents its own unique challenges to refactoring. For the OCaml language in particular, the expressiveness of its module system makes this a highly non-trivial task. The use of PPX preprocessors, other language extensions, and idiosyncratic build systems complicates matters further. We begin to address the question of how to refactor large OCaml programs by looking at a particular refactoring—value binding renaming—and implementing a prototype tool to carry it out. Our tool, Rotor, is developed in OCaml itself and combines several features to manage the complexities of refactoring OCaml code. Firstly it defines a rich, hierarchical way of identifying bindings which distinguishes between structures and functors and their associated module types, and is able to refer directly to functor parameters. Secondly it makes use of the recently developed visitors library to perform generic traversals of abstract syntax trees. Lastly it implements a notion of ‘dependency’ between renamings, allowing refactorings to be computed in a modular fashion. We evaluate Rotor using a snapshot of Jane Street’s core library and its dependencies, comprising some 900 source files across 80 libraries, and a test suite of around 3000 renamings. We propose that the notion of dependency is a general one for refactoring, distinct from a refactoring ‘precondition’. Dependencies may actually be mutual, in that all must be applied together for each one individually to be correct, and serve as declarative specifications of refactorings. -
Combining Source and Target Level Cost Analyses for Ocaml Programs
Combining Source and Target Level Cost Analyses for OCaml Programs Stefan K. Muller Jan Hoffmann Carnegie Mellon University Carnegie Mellon University Abstract bounding gas usage in smart contracts [24]. More generally, Deriving resource bounds for programs is a well-studied it is an appealing idea to provide programmers with imme- problem in the programming languages community. For com- diate feedback about the efficiency of their code at design piled languages, there is a tradeoff in deciding when during time. compilation to perform such a resource analysis. Analyses at When designing a resource analysis for a compiled higher- the level of machine code can precisely bound the wall-clock level language, there is a tension between working on the execution time of programs, but often require manual anno- source code, the target code, or an intermediate represen- tations describing loop bounds and memory access patterns. tation. Advantages of analyzing the source code include Analyses that run on source code can more effectively derive more effective interaction with the programmer and more such information from types and other source-level features, opportunities for automation since the control flow and type but produce abstract bounds that do not directly reflect the information are readily available. The advantage of analyz- execution time of the compiled machine code. ing the target code is that analysis results apply to the code This paper proposes and compares different techniques for that is eventually executed. Many of the tools developed combining source-level and target-level resource analyses in in the programming languages community operate on the the context of the functional programming language OCaml. -
A Bundle of Program Transformation Tools System Description
¡ ¢ £ ¤ ¦ ¨ ¨ ! $ % & ! % $ ' ( * * ( + - . / 0 XT: a bundle of program transformation tools system description Merijn de Jonge 1 CWI, Department SEN, PO Box 94079, 1090 GB Amsterdam, The Netherlands Eelco Visser 2 Universiteit Utrecht, Institute of Information and Computing Sciences PO Box 80089, 3508 TB Utrecht, The Netherlands Joost Visser 3 CWI, Department SEN, PO Box 94079, 1090 GB Amsterdam, The Netherlands Abstract XT bundles existing and newly developed program transformation libraries and tools into an open framework that supports component-based development of program transforma- tions. We discuss the roles of XT’s constituents in the development process of program transformation tools, as well as some experiences with building program transformation systems with XT. 1 Introduction Program transformation encompasses a variety of different, but related, language processing scenarios, such as optimization, compilation, normalization, and reno- vation. Across these scenarios, many common, or similar subtasks can be distin- guished, which opens possibilities for software reuse. To support and demonstrate such reuse across program transformation project boundaries, we have developed XT. XT is a bundle of existing and newly developed libraries and tools useful in the 4 Email:[email protected] 5 Email:[email protected] 6 Email:[email protected] 8 : : ; < > @ BC E G H J @ L N BE H P CH R T V CH Y V H [ ] _ ] 7 c 79 a b d f g i b j g a m oq q b s j g a m oq q b s context of program transformation. It bundles its constituents into an open frame- work for component-based transformation tool development, which is flexible and extendible. -
Rank 2 Type Systems and Recursive De Nitions
Rank 2 typ e systems and recursive de nitions Technical Memorandum MIT/LCS/TM{531 Trevor Jim Lab oratory for Computer Science Massachusetts Institute of Technology August 1995; revised Novemb er 1995 Abstract We demonstrate an equivalence b etween the rank 2 fragments of the p olymorphic lamb da calculus System F and the intersection typ e dis- cipline: exactly the same terms are typable in each system. An imme- diate consequence is that typability in the rank 2 intersection system is DEXPTIME-complete. Weintro duce a rank 2 system combining intersections and p olymorphism, and prove that it typ es exactly the same terms as the other rank 2 systems. The combined system sug- gests a new rule for typing recursive de nitions. The result is a rank 2 typ e system with decidable typ e inference that can typ e some inter- esting examples of p olymorphic recursion. Finally,we discuss some applications of the typ e system in data representation optimizations suchasunboxing and overloading. Keywords: Rank 2 typ es, intersection typ es, p olymorphic recursion, boxing/unboxing, overloading. 1 Intro duction In the past decade, Milner's typ e inference algorithm for ML has b ecome phenomenally successful. As the basis of p opular programming languages like Standard ML and Haskell, Milner's algorithm is the preferred metho d of typ e inference among language implementors. And in the theoretical 545 Technology Square, Cambridge, MA 02139, [email protected]. Supp orted by NSF grants CCR{9113196 and CCR{9417382, and ONR Contract N00014{92{J{1310. -
A Facet-Oriented Modelling
A Facet-oriented modelling JUAN DE LARA, Universidad Autónoma de Madrid (Spain) ESTHER GUERRA, Universidad Autónoma de Madrid (Spain) JÖRG KIENZLE, McGill University (Canada) Models are the central assets in model-driven engineering (MDE), as they are actively used in all phases of software development. Models are built using metamodel-based languages, and so, objects in models are typed by a metamodel class. This typing is static, established at creation time, and cannot be changed later. Therefore, objects in MDE are closed and fixed with respect to the class they conform to, the fields they have, and the wellformedness constraints they must comply with. This hampers many MDE activities, like the reuse of model-related artefacts such as transformations, the opportunistic or dynamic combination of metamodels, or the dynamic reconfiguration of models. To alleviate this rigidity, we propose making model objects open so that they can acquire or drop so-called facets. These contribute with a type, fields and constraints to the objects holding them. Facets are defined by regular metamodels, hence being a lightweight extension of standard metamodelling. Facet metamodels may declare usage interfaces, as well as laws that govern the assignment of facets to objects (or classes). This paper describes our proposal, reporting on a theory, analysis techniques and an implementation. The benefits of the approach are validated on the basis of five case studies dealing with annotation models, transformation reuse, multi-view modelling, multi-level modelling and language product lines. Categories and Subject Descriptors: [Software and its engineering]: Model-driven software engineering; Domain specific languages; Design languages; Software design engineering Additional Key Words and Phrases: Metamodelling, Flexible Modelling, Role-Based Modelling, METADEPTH ACM Reference Format: Juan de Lara, Esther Guerra, Jörg Kienzle. -
When Polyhedral Transformations Meet SIMD Code Generation
When Polyhedral Transformations Meet SIMD Code Generation Martin Kong Richard Veras Kevin Stock Ohio State University Carnegie Mellon University Ohio State University [email protected] [email protected] [email protected] Franz Franchetti Louis-Noel¨ Pouchet P. Sadayappan Carnegie Mellon University University of California Los Angeles Ohio State University [email protected] [email protected] [email protected] Abstract While hand tuned library kernels such as GotoBLAS address all Data locality and parallelism are critical optimization objectives for the above factors to achieve over 95% of machine peak for spe- performance on modern multi-core machines. Both coarse-grain par- cific computations, no vectorizing compiler today comes anywhere allelism (e.g., multi-core) and fine-grain parallelism (e.g., vector SIMD) close. Recent advances in polyhedral compiler optimization [5, 11] must be effectively exploited, but despite decades of progress at both have resulted in effective approaches to tiling for cache locality, ends, current compiler optimization schemes that attempt to address even for imperfectly nested loops. However, while significant per- data locality and both kinds of parallelism often fail at one of the three formance improvement over untiled code has been demonstrated, objectives. the absolute achieved performance is still very far from machine We address this problem by proposing a 3-step framework, which peak. A significant challenge arises from the fact that polyhedral aims for integrated data locality, multi-core parallelism and SIMD exe- cution of programs. We define the concept of vectorizable codelets, with compiler transformations to produce tiled code generally require properties tailored to achieve effective SIMD code generation for the auxiliary transformations like loop skewing, causing much more codelets.