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PADS/ML: a functional data description language

Published: 17 January 2007 Publication History

Abstract

Massive amounts of useful data are stored and processed in ad hoc formats for which common tools like parsers, printers, query engines and format converters are not readily available. In this paper, we explain the design and implementation of PADS/ML, a new language and system that facilitates the generation of data processing tools for ad hoc formats. The PADS/ML design includes features such as dependent, polymorphic and recursive datatypes, which allow programmers to describe the syntax and semantics of ad hoc data in a concise, easy-to-read notation. The PADS/ML implementation compiles these descriptions into ml structures and functors that include types for parsed data, functions for parsing and printing, and auxiliary support for user-specified, format-dependent and format-independent tool generation.

References

[1]
D. Dreyer. Understanding and Evolving the ML Module System. PhD thesis, CMU, May 2005.
[2]
K. Fisher and R. Gruber. PADS: A domain specific language for processing ad hoc data. In ACM Conference on Programming Language Design and Implementation, pages 295--304. ACM Press, June 2005.
[3]
K. Fisher, Y. Mandelbaum, and D. Walker. The next 700 data description languages. In ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, pages 2--15, Jan. 2006.
[4]
Y. Mandelbaum. The Theory and Practice of Data Description. PhD thesis, Princeton University, September 2006.
[5]
Y. Mandelbaum, K. Fisher, D. Walker, M. Fernandez, and A. Gleyzer. PADS/ML: A functional data description language. Technical Report TR-761-06, Princeton University, July 2006.
[6]
Tree formats. Workshop on molecular evolution. http://workshop.molecularevolution.org/resources/fileformats/tree_formats.php.

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cover image ACM Conferences
POPL '07: Proceedings of the 34th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
January 2007
400 pages
ISBN:1595935754
DOI:10.1145/1190216
  • cover image ACM SIGPLAN Notices
    ACM SIGPLAN Notices  Volume 42, Issue 1
    Proceedings of the 2007 POPL Conference
    January 2007
    379 pages
    ISSN:0362-1340
    EISSN:1558-1160
    DOI:10.1145/1190215
    Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 17 January 2007

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Author Tags

  1. ML
  2. data description languages
  3. dependent types
  4. domain-specific languages
  5. functional programming
  6. modules
  7. parsing
  8. printing

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POPL07

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Overall Acceptance Rate 824 of 4,130 submissions, 20%

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  • (2023)Dargent: A Silver Bullet for Verified Data Layout RefinementProceedings of the ACM on Programming Languages10.1145/35712407:POPL(1369-1395)Online publication date: 11-Jan-2023
  • (2021)On Re-engineering the X.509 PKI with Executable Specification for Better Implementation GuaranteesProceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security10.1145/3460120.3484793(1388-1404)Online publication date: 12-Nov-2021
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  • (2015)FACADEACM SIGARCH Computer Architecture News10.1145/2786763.269434543:1(675-690)Online publication date: 14-Mar-2015
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