Using CWEB with Microsoft Visual C++ CWEB INTRODUCTION 1
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Donald Knuth Fletcher Jones Professor of Computer Science, Emeritus Curriculum Vitae Available Online
Donald Knuth Fletcher Jones Professor of Computer Science, Emeritus Curriculum Vitae available Online Bio BIO Donald Ervin Knuth is an American computer scientist, mathematician, and Professor Emeritus at Stanford University. He is the author of the multi-volume work The Art of Computer Programming and has been called the "father" of the analysis of algorithms. He contributed to the development of the rigorous analysis of the computational complexity of algorithms and systematized formal mathematical techniques for it. In the process he also popularized the asymptotic notation. In addition to fundamental contributions in several branches of theoretical computer science, Knuth is the creator of the TeX computer typesetting system, the related METAFONT font definition language and rendering system, and the Computer Modern family of typefaces. As a writer and scholar,[4] Knuth created the WEB and CWEB computer programming systems designed to encourage and facilitate literate programming, and designed the MIX/MMIX instruction set architectures. As a member of the academic and scientific community, Knuth is strongly opposed to the policy of granting software patents. He has expressed his disagreement directly to the patent offices of the United States and Europe. (via Wikipedia) ACADEMIC APPOINTMENTS • Professor Emeritus, Computer Science HONORS AND AWARDS • Grace Murray Hopper Award, ACM (1971) • Member, American Academy of Arts and Sciences (1973) • Turing Award, ACM (1974) • Lester R Ford Award, Mathematical Association of America (1975) • Member, National Academy of Sciences (1975) 5 OF 44 PROFESSIONAL EDUCATION • PhD, California Institute of Technology , Mathematics (1963) PATENTS • Donald Knuth, Stephen N Schiller. "United States Patent 5,305,118 Methods of controlling dot size in digital half toning with multi-cell threshold arrays", Adobe Systems, Apr 19, 1994 • Donald Knuth, LeRoy R Guck, Lawrence G Hanson. -
Knuthweb.Pdf
Literate Programming Donald E. Knuth Computer Science Department, Stanford University, Stanford, CA 94305, USA The author and his associates have been experimenting for the past several years with a program- ming language and documentation system called WEB. This paper presents WEB by example, and discusses why the new system appears to be an improvement over previous ones. I would ordinarily have assigned to student research A. INTRODUCTION assistants; and why? Because it seems to me that at last I’m able to write programs as they should be written. The past ten years have witnessed substantial improve- My programs are not only explained better than ever ments in programming methodology. This advance, before; they also are better programs, because the new carried out under the banner of “structured program- methodology encourages me to do a better job. For ming,” has led to programs that are more reliable and these reasons I am compelled to write this paper, in easier to comprehend; yet the results are not entirely hopes that my experiences will prove to be relevant to satisfactory. My purpose in the present paper is to others. propose another motto that may be appropriate for the I must confess that there may also be a bit of mal- next decade, as we attempt to make further progress ice in my choice of a title. During the 1970s I was in the state of the art. I believe that the time is ripe coerced like everybody else into adopting the ideas of for significantly better documentation of programs, and structured programming, because I couldn’t bear to be that we can best achieve this by considering programs found guilty of writing unstructured programs. -
Programming Pearls: a Literate Program
by jot1 Be~~tley programming with Special Guest Oysters Don Knuth and Doug McIlroy pearls A LITERATE PROGRAM Last month‘s column introduced Don Knuth’s style of frequency; or there might not even be as many as k “Literate Programming” and his WEB system for building words. Let’s be more precise: The most common programs that are works of literature. This column pre- words are to be printed in order of decreasing fre- sents a literate program by Knuth (its origins are sketched quency, with words of equal frequency listed in al- in last month‘s column) and, as befits literature, a review. phabetic order. Printing should stop after k words So without further ado, here is Knuth’s program, have been output, if more than k words are present. retypeset in Communications style. -Jon Bentley 2. The input file is assumed to contain the given Common Words Section text. If it begins with a positive decimal number Introduction.. , . , , . , . , . , , . 1 (preceded by optional blanks), that number will be Strategic considerations . , a the value of k; otherwise we shall assume that Basic input routines . , , . 9 k = 100. Answers will be sent to the output file. Dictionary lookup . , . , . , .17 define default-k = 100 (use this value if k isn’t The frequency counts . .32 otherwise specified) Sortingatrie . ...36 Theendgame................................41 3. Besides solving the given problem, this program is Index . ...42 supposed to be an example of the WEB system, for people who know some Pascal but who have never 1. Introduction. The purpose of this program is to seen WEB before. -
Teaching Foundations of Computation and Deduction Through Literate Functional Programming and Type Theory Formalization
Teaching Foundations of Computation and Deduction Through Literate Functional Programming and Type Theory Formalization Gérard Huet Inria Paris Laboratory, France Abstract We describe experiments in teaching fundamental informatics notions around mathematical struc- tures for formal concepts, and effective algorithms to manipulate them. The major themes of lambda-calculus and type theory served as guides for the effective implementation of functional programming languages and higher-order proof assistants, appropriate for reflecting the theor- etical material into effective tools to represent constructively the concepts and formally certify the proofs of their properties. Progressively, a literate programming and proving style replaced informal mathematics in the presentation of the material as executable course notes. The talk will evoke the various stages of (in)completion of the corresponding set of notes along the years (see [1, 2, 14, 5, 6, 10, 12, 16, 7, 15, 17, 9, 3, 13, 11, 4, 8]), and tell how their elaboration proved to be essential to the discovery of fundamental results. 1998 ACM Subject Classification F.3.1 Specifying and Verifying Programs, F.4.1 Mathematical Logic and G.4 Mathematical Software Keywords and phrases Foundations, Computation, Deduction, Programming, Proofs Digital Object Identifier 10.4230/LIPIcs.FSCD.2016.3 Category Invited Talk References 1 Gérard Huet. Initiation à la logique mathématique. Notes de cours du DEA d’Informatique, Université Paris-Sud, 1977. 2 Gérard Huet. Démonstration automatique en logique de premier ordre et programmation en clauses de horn. Notes de cours du DEA d’Informatique, Université Paris-Sud, 1978. 3 Gérard Huet. Confluent reductions: Abstract properties and applications to term rewriting systems. -
Typeset MMIX Programs with TEX Udo Wermuth Abstract a TEX Macro
TUGboat, Volume 35 (2014), No. 3 297 Typeset MMIX programs with TEX Example: In section 9 the lines \See also sec- tion 10." and \This code is used in section 24." are given. Udo Wermuth No such line appears in section 10 as it only ex- tends the replacement code of section 9. (Note that Abstract section 10 has in its headline the number 9.) In section 24 the reference to section 9 stands for all of ATEX macro package is presented as a literate pro- the eight code lines stated in sections 9 and 10. gram. It can be included in programs written in the If a section is not used in any other section then languages MMIX or MMIXAL without affecting the it is a root and during the extraction of the code a assembler. Such an instrumented file can be pro- file is created that has the name of the root. This file cessed by TEX to get nicely formatted output. Only collects all the code in the sequence of the referenced a new first line and a new last line must be entered. sections from the code part. The collection process And for each end-of-line comment a flag is set to for all root sections is called tangle. A second pro- indicate that the comment is written in TEX. cess is called weave. It outputs the documentation and the code parts as a TEX document. How to read the following program Example: The following program has only one The text that starts in the next chapter is a literate root that is defined in section 4 with the headline program [2, 1] written in a style similar to noweb [7]. -
Statistical Software
Statistical Software A. Grant Schissler1;2;∗ Hung Nguyen1;3 Tin Nguyen1;3 Juli Petereit1;4 Vincent Gardeux5 Keywords: statistical software, open source, Big Data, visualization, parallel computing, machine learning, Bayesian modeling Abstract Abstract: This article discusses selected statistical software, aiming to help readers find the right tool for their needs. We categorize software into three classes: Statisti- cal Packages, Analysis Packages with Statistical Libraries, and General Programming Languages with Statistical Libraries. Statistical and analysis packages often provide interactive, easy-to-use workflows while general programming languages are built for speed and optimization. We emphasize each software's defining characteristics and discuss trends in popularity. The concluding sections muse on the future of statistical software including the impact of Big Data and the advantages of open-source languages. This article discusses selected statistical software, aiming to help readers find the right tool for their needs (not provide an exhaustive list). Also, we acknowledge our experiences bias the discussion towards software employed in scholarly work. Throughout, we emphasize the software's capacity to analyze large, complex data sets (\Big Data"). The concluding sections muse on the future of statistical software. To aid in the discussion, we classify software into three groups: (1) Statistical Packages, (2) Analysis Packages with Statistical Libraries, and (3) General Programming Languages with Statistical Libraries. This structure -
Exploratory Data Science Using a Literate Programming Tool Mary Beth Kery1 Marissa Radensky2 Mahima Arya1 Bonnie E
The Story in the Notebook: Exploratory Data Science using a Literate Programming Tool Mary Beth Kery1 Marissa Radensky2 Mahima Arya1 Bonnie E. John3 Brad A. Myers1 1Human-Computer Interaction Institute 2Amherst College 3Bloomberg L. P. Carnegie Mellon University Amherst, MA New York City, NY Pittsburgh, PA [email protected] [email protected] mkery, mahimaa, bam @cs.cmu.edu ABSTRACT engineers, many of whom never receive formal training in Literate programming tools are used by millions of software engineering [30]. programmers today, and are intended to facilitate presenting data analyses in the form of a narrative. We interviewed 21 As even more technical novices engage with code and data data scientists to study coding behaviors in a literate manipulations, it is key to have end-user programming programming environment and how data scientists kept track tools that address barriers to doing effective data science. For of variants they explored. For participants who tried to keep instance, programming with data often requires heavy a detailed history of their experimentation, both informal and exploration with different ways to manipulate the data formal versioning attempts led to problems, such as reduced [14,23]. Currently even experts struggle to keep track of the notebook readability. During iteration, participants actively experimentation they do, leading to lost work, confusion curated their notebooks into narratives, although primarily over how a result was achieved, and difficulties effectively through cell structure rather than markdown explanations. ideating [11]. Literate programming has recently arisen as a Next, we surveyed 45 data scientists and asked them to promising direction to address some of these problems [17]. -
An Interview with Donald Knuth 33
Bijlage M An Interview with Donald Knuth 33 An Interview with Donald Knuth DDJ chats with one of the world's leading computer scientists Jack Woehr Dr. Dobb's Journal∗ [email protected] April 1996 For over 25 years, Donald E. Knuth has generally been honorable term, but to some people a computer program- considered one of the world's leading computer scientists. mer is somebody who just follows instructions without un- Although he's authored more than 150 publications, it is derstanding what he's doing, one who just knows how to Knuth's three-volume The Art of Computer Programming get through the idiosyncrasies of some language. which has become a staple on every programmer's book- To me, a computer scientist is somebody who has a way shelf. In 1974, Knuth was the recipient of computer sci- of thinking, which resonates with computer programming. ence's most prestigious prize, the Turing Award. He also The way a computer scientist views knowledge in general received the National Medal of Science in 1979. is different from the way a mathematician views knowl- In addition to his work developing fundamental algorithms edge, which is different from the way a physicist views for computer programming, Knuth was a pioneer in com- knowledge, which is different from the way a chemist, puter typesetting with his TEX, METAFONT, and WEB ap- lawyer, or poet views knowledge. plications. He has written on topics as singular as ancient There's about one person in every ®fty who has this pecu- Babylonian algorithms and has penned a novel. -
The Annals of the UK TEX Users' Group Editor: Editor
Baskerville The Annals of the UK TEX Users’ Group Editor: Editor: Sebastian Rahtz Vol. 4 No. 6 ISSN 1354–5930 February 1998 Articles may be submitted via electronic mail to [email protected], or on MSDOS-compatible discs, to Sebastian Rahtz, Elsevier Science Ltd, The Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB, to whom any correspondence concerning Baskerville should also be addressed. This reprint of Baskerville is set in Times Roman, with Computer Modern Typewriter for literal text; the source is archived on CTAN in usergrps/uktug. Back issues from the previous 12 months may be ordered from UKTUG for £2 each; earlier issues are archived on CTAN in usergrps/uktug. Please send UKTUG subscriptions, and book or software orders, to Peter Abbott, 1 Eymore Close, Selly Oak, Birmingham B29 4LB. Fax/telephone: 0121 476 2159. Email enquiries about UKTUG to uktug- [email protected]. –1– I Editorial This is the first edition of Baskerville entirely devoted to a single topic. It arose from discussion within your committee of what we might reasonably do which helps our members, but which isn’t already done elsewhere. We hope it will prove useful to you. We would welcome comments on the utility or otherwise of the article, and on ways it could be improved; letters to the editor are always welcome. Future uses of this edition could include inserting it into a ‘new members pack’, publishing updated questions, and possibly republishing the whole thing. This edition of Baskerville was processed using a testing copy of the December 1994 release of LATEX2ε, but none of the answers to questions assume that that version is available (it’s scheduled for public release in the middle of December). -
Trisycl Open Source C++17 & Openmp-Based Opencl SYCL Prototype
triSYCL Open Source C++17 & OpenMP-based OpenCL SYCL prototype Ronan Keryell Khronos OpenCL SYCL committee 05/12/2015 — IWOCL 2015 SYCL Tutorial • I OpenCL SYCL committee work... • Weekly telephone meeting • Define new ways for modern heterogeneous computing with C++ I Single source host + kernel I Replace specific syntax by pure C++ abstractions • Write SYCL specifications • Write SYCL conformance test • Communication & evangelism triSYCL — Open Source C++17 & OpenMP-based OpenCL SYCL prototype IWOCL 2015 2 / 23 • I SYCL relies on advanced C++ • Latest C++11, C++14... • Metaprogramming • Implicit type conversion • ... Difficult to know what is feasible or even correct... ;• Need a prototype to experiment with the concepts • Double-check the specification • Test the examples Same issue with C++ standard and GCC or Clang/LLVM triSYCL — Open Source C++17 & OpenMP-based OpenCL SYCL prototype IWOCL 2015 3 / 23 • I Solving the meta-problem • SYCL specification I Includes header files descriptions I Beautified .hpp I Tables describing the semantics of classes and methods • Generate Doxygen-like web pages Generate parts of specification and documentation from a reference implementation ; triSYCL — Open Source C++17 & OpenMP-based OpenCL SYCL prototype IWOCL 2015 4 / 23 • I triSYCL (I) • Started in April 2014 as a side project • Open Source for community purpose & dissemination • Pure C++ implementation I DSEL (Domain Specific Embedded Language) I Rely on STL & Boost for zen style I Use OpenMP 3.1 to leverage CPU parallelism I No compiler cannot generate kernels on GPU yet • Use Doxygen to generate I Documentation; of triSYCL implementation itself with implementation details I SYCL API by hiding implementation details with macros & Doxygen configuration • Python script to generate parts of LaTeX specification from Doxygen LaTeX output triSYCL — Open Source C++17 & OpenMP-based OpenCL SYCL prototype IWOCL 2015 5 / 23 • I Automatic generation of SYCL specification is a failure.. -
Ambiguous, Informal, and Unsound: Metaprogramming for Naturalness
Ambiguous, Informal, and Unsound: Metaprogramming for Naturalness Toni Mattis Patrick Rein Robert Hirschfeld Hasso Plattner Institute Hasso Plattner Institute Hasso Plattner Institute University of Potsdam University of Potsdam University of Potsdam Potsdam, Germany Potsdam, Germany Potsdam, Germany [email protected] [email protected] [email protected] Abstract ACM Reference Format: Program code needs to be understood by both machines Toni Mattis, Patrick Rein, and Robert Hirschfeld. 2019. Ambigu- and programmers. While the goal of executing programs ous, Informal, and Unsound: Metaprogramming for Naturalness. In Proceedings of the 4th ACM SIGPLAN International Workshop requires the unambiguity of a formal language, program- on Meta-Programming Techniques and Reflection (META ’19), Octo- mers use natural language within these formal constraints to ber 20, 2019, Athens, Greece. ACM, New York, NY, USA, 10 pages. explain implemented concepts to each other. This so called https://doi.org/10.1145/3358502.3361270 naturalness – the property of programs to resemble human communication – motivated many statistical and machine learning (ML) approaches with the goal to improve software engineering activities. 1 Introduction The metaprogramming facilities of most programming en- The complexity of modern software systems requires col- vironments model the formal elements of a program (meta- laboration among multiple programmers. Hence, the source objects). If ML is used to support engineering or analysis code itself becomes an artifact of communication and per- tasks, complex infrastructure needs to bridge the gap be- sisted domain knowledge. The idea that programmers should tween meta-objects and ML models, changes are not reflected “concentrate rather on explaining to human beings what we in the ML model, and the mapping from an ML output back want a computer to do” has been a prominent hypothesis in into the program’s meta-object domain is laborious. -
§1 1 1. Comments on Yac2o2's Readmev1 .1 File — Date
x1 READMEV1.1 COMMENTS ON Yac2o2'S READMEV1 :1 FILE | DATE: February 16, 2015 1 1. Comments on Yac2o2's READMEv1 :1 file | Date: February 16, 2015. Project: Yac2o2 | Multi-threaded lr(1) Compiler/compiler system Distributed under license: Mozilla Public License, v. 2.0. Distribution Date: February 16, 2015 Distribution version: 1.1 Comments: Currently for the Unix flavoured Platforms Author: Dave Bone Support email: [email protected] Contributors list: Dave Bone The distribution contains the programs: compiler/compiler O2 and its linker O2linker, along with its runtime library yacco2. There are build scripts for platforms: Apple, GNU, Solaris. Various documents, grammars, reference manual, quality assurance suites, and generated c++ source code are included. These items are elaborated upon further within this document. 2. License. Yac2o2's distributed source code is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, you can obtain one at http://mozilla.org/MPL/2.0/. As best as I could, the \Literate programming" w type files contain a reference to this license along with their generated documents. The c++ source files generated from the w files do not and will not have any comments referencing this license but are also subject to its terms. The ctangle program generating the c++ code does not emit programmer c type comments. It emits \#line" macro references to the w file and only c comments to its gened document's section number. Any discovered license omissions required to be referenced within Yac2o2's Project files are still covered by this license and will be corrected in future distributions.