Software Engineering

Extending the Scope of Syntactic Abstraction

Extending the Scope of Syntactic Abstraction by Oscar Waddell and R. Kent Dybvig, POPL '99. (Also: Waddell's thesis with the same title.)

The benefits of module systems and lexically scoped syntactic abstraction (macro) facilities are well-established in the literature. This paper presents a system that seamlessly integrates modules and lexically scoped macros. The system is fully static, permits mutually recursive modules, and supports separate compilation. We show that more dynamic module facilities are easily implemented at the source level in the extended language supported by the system.

This paper is probably known to many LtUers, but it's never been posted, and I find it very enjoyable.

It introduces two very simple forms, (module name exports-list body) for naming and enclosing a body of code containing definitions and expressions, and (import module-name) for importing the definitions from such a module into the current scope.

Module names are lexically scoped just like variables, and modules can appear wherever definitions can occur, so one can define modules (say) inside a lambda. Furthermore, modules and import forms may also be generated by macros.

They show how more advanced features (such as qualified references ("module::var"), anonymous modules, selective importing and renaming, and mutually recursive modules, among others) can be built on top of this simple base using a hygienic macro system, cleverly and without much fuss.

Side note: such a "syntactic" module system can be contrasted with R6RS's "static" library system. There is currently some discussion to this effect in the Scheme community.

A few billion lines of code later: using static analysis to find bugs in the real world

Al Bessey, Ken Block, Ben Chelf, Andy Chou, Bryan Fulton, Seth Hallem, Charles Henri-Gros, Asya Kamsky, Scott McPeak, and Dawson Engler. "A few billion lines of code later: using static analysis to find bugs in the real world", Communications of the ACM, Volume 53, Issue 2, February 2010, Pages 66-75.

How Coverity built a bug-finding tool, and a business, around the unlimited supply of bugs in software systems.

This is a fascinating piece by Dawson Engler & co. on their experiences in commercializing their static analysis research through Coverity. It's an entertaining read, with many interesting anecdotes from various customers. But it also contains a number of useful insights about the difference between a research tool and a commercial product, the kinds of static analyses that do and don't make sense in a commercial context, and the multitude of problems caused by the lack of programming language standardization:

Checking code deeply requires understanding the code's semantics. The most basic requirement is that you parse it. Parsing is considered a solved problem. Unfortunately, this view is naïve, rooted in the widely believed myth that programming languages exist.

There's a lot of useful information in there for anyone interested in industrial-strength static analysis. There are also a lot of worthwhile things to keep in mind if you're designing a programming language, and want to make sure it's as friendly as possible to future static analysis tools.

Google TechTalk: The Evolution of End-User Programming

End-User Programming has been a topical discussion lately in mainstream software outlets. The IEEE journal Software recently had an issue dedicated to end-user programming challenges; see Joel Brandt's Opportunistic Programming: Writing Code to Prototype, Ideate and Discover and Martin Erwig's Software Engineering for Spreadsheets. Also, a few years ago a consortium of universities formed End-Users Shaping Effective Software, which includes Martin Erwig's PLT work on bringing type systems to spreadsheets.

Recently, Google invited Allen Cypher to give a TechTalk on The Evolution of End-User Programming, which appears to be a recapitulation of his VL/HCC paper by the same name. Allen was the editor of Watch What I Do (an LtU recommended reading).

Towards the end of the talk, Allen mentions the practical issues of knowing when to use what tool, and that novice users struggle with finding the right tool for the right job. What's notable about discussion of end-user software engineering is how little attention its proponents pay to its critics biggest criticism: Security. In the IEEE Software realm, probably the most open critic has been Warren Harrison (see: The Dangers of End-User Programming). For example, Ko's 2009 ACM Computing Survey The State of the Art in End-User Software Engineering only mentions security once, in the context of designing end-user description languages for security, but does not assess how well this technique compares to techniques software engineers might employ. It seems strange that leading researchers in visual languages and end-user programming do not discuss the potential usage of object capability systems, especially as companies try to monetize a percentage of the value added by users who mash-up their service with other services.

Implicit Phasing for R6RS Libraries

Abdulaziz Ghuloum and R. Kent Dybvig, Implicit Phasing for R6RS Libraries, Proc. ICFP 2007.

The forthcoming Revised Report on Scheme differs from previous reports in that the language it describes is structured as a set of libraries. It also provides a syntax for defining new portable libraries. The same library may export both procedure and hygienic macro definitions, which allows procedures and syntax to be freely intermixed, hidden, and exported.

This paper describes the design and implementation of a portable version of R6RS libraries that expands libraries into a core language compatible with existing R5RS implementations. Our implementation is characterized by its use of inference to determine when the bindings of an imported library are needed, e.g., run time or compile time, relieving programmers of the burden of declaring usage requirements explicitly.

R6RS leaves it up to implementations whether import statements need to explicitly state the meta-level into which bindings should be placed. The authors argue for letting the implementation automatically figure out the required meta-levels, and present an implementation-oriented description of how to do so, that they implemented portably. The paper also includes a well-written and detailed introduction to the issues involved, and since they want the community to adopt their solution, they seem to have worked extra hard to produce a convincing paper ;).

(via vieiro)

Safe Garbage Collection = Regions + Intensional Type Analysis

Safe Garbage Collection = Regions + Intensional Type Analysis, by Daniel C. Wang and Andrew W. Appel:

We present a technique to implement type-safe garbage collectors by combining existing type systems used for compiling type-safe languages. We adapt the type systems used in region inference [16] and intensional type analysis [8] to construct a safe stop-and-copy garbage collector for higher-order polymorphic languages. Rather than using region inference as the primary method of storage management, we show how it can be used to implement a garbage collector which is provably safe. We also introduce a new region calculus with non-nested object lifetimes which is significantly simpler than previous calculi. Our approach also formalizes more of the interface between garbage collectors and code generators. The efficiency of our safe collectors are algorithmically competitive with unsafe collectors.

I'm surprised this region calculus hasn't received more attention or follow-up discussion in subsequent papers. It seems eminently practical, as it replaces the more complicated alias analyses required in other region calculi, with garbage collection of region handles; seems like a huge improvement over general GC, assuming region inference is sufficiently precise.

Effective Interactive Proofs for Higher-Order Imperative Programs

Effective Interactive Proofs for Higher-Order Imperative Programs

We present a new approach for constructing and verifying higher-order, imperative programs using the Coq proof assistant. We build on the past work on the Ynot system, which is based on Hoare Type Theory. That original system was a proof of concept, where every program verification was accomplished via laborious manual proofs, with much code devoted to uninteresting low-level details. In this paper, we present a re-implementation of Ynot which makes it possible to implement fully-verified, higher-order imperative programs with reasonable proof burden. At the same time, our new system is implemented entirely in Coq source files, showcasing the versatility of that proof assistant as a platform for research on language design and verification.

Both versions of the system have been evaluated with case studies in the verification of imperative data structures, such as hash tables with higher-order iterators. The verification burden in our new system is reduced by at least an order of magnitude compared to the old system, by replacing manual proof with automation. The core of the automation is a simplification procedure for implications in higher-order separation logic, with hooks that allow programmers to add domain-specific simplification rules.

We argue for the effectiveness of our infrastructure by verifying a number of data structures and a packrat parser, and we compare to similar efforts within other projects. Compared to competing approaches to data structure verification, our system includes much less code that must be trusted; namely, about a hundred lines of Coq code defining a program logic. All of our theorems and decision procedures have or build machine-checkable correctness proofs from first principles, removing opportunities for tool bugs to create faulty verifications.

Adam Chlipala has been telling us how underutilized Coq's Ltac tactic programming language for proof automation is for years. Here is the... er... proof.

Certified Web Services in Ynot

Certified Web Services in Ynot

In this paper we demonstrate that it is possible to implement certified web systems in a way not much different from writing Standard ML or Haskell code, including use of imperative features like pointers, files, and socket I/O. We present a web-based course gradebook application developed with Ynot, a Coq library for certified imperative programming. We add a dialog-based I/O system to Ynot, and we extend Ynot’s underlying Hoare logic with event traces to reason about I/O behavior. Expressive abstractions allow the modular certification of both high level specifications like privacy guarantees and low level properties like memory safety and correct parsing.

Ynot, always ambitious, takes another serious swing: extracting a real web application from a proof development. In some respects the big news here is the additional coverage that Ynot now offers in terms of support for file and socket I/O, and the event trace mechanism. But there's even bigger news, IMHO, which is the subject of another paper that warrants a separate post.

Programming Satan’s Computer

Ross Anderson and Roger Needham, 1995. Programming Satan’s Computer. In J. van Leeuwen, editor, Computer Science Today, LNCS 1000, pages 426-440.

Cryptographic protocols are used in distributed systems to identify users and authenticate transactions. They may involve the exchange of about 2–5 messages, and one might think that a program of this size would be fairly easy to get right. However, this is absolutely not the case: bugs are routinely found in well known protocols, and years after they were first published. The problem is the presence of a hostile opponent, who can alter messages at will. In effect, our task is to program a computer which gives answers which are subtly and maliciously wrong at the most inconvenient possible moment. This is a fascinating problem; and we hope that the lessons learned from programming Satan’s computer may be helpful in tackling the more common problem of programming Murphy’s.

Incidentally, the first edition of Anderson's book, Security Engineering, Wiley, 2001, is available for download.

Factor Mixins

Mixins, a very interesting post from Slava Pestov's Factor blog.

Factor's object system allows the following operations without forcing unnecessary coupling:

* Defining new operations over existing types
* Defining existing operations over new types
* Importing existing mixin method suites into new types
* Importing new method suites into existing types
* Defining new operations in existing mixin method suites
* Defining new mixin method suites which implement existing operations

That's pretty much what I want from an object-functional language.



LNgen generates locally nameless infrastructure for the Coq proof assistant from Ott-like specifications. Its output is based on the locally nameless style advocated in Engineering Formal Metatheory and includes all of the "infrastructure" lemmas associated with that style. Compared to Ott's locally nameless backend, LNgen favors generating a large collection of infrastructure lemmas over handling complex binding specifications and methods of defining syntax and relations.

There are really three stories here:

  1. Coq 8.2 shipped a while ago.
  2. Ott, a tool for PLT semantics work, has acquired a backend in support of the increasingly-popular "locally nameless" representation of binding structure in mechanized programming language metatheory.
  3. LNGen is another tool, using a subset of Ott syntax, that takes a slightly different approach from Ott's new backend to addressing the same issues.

From the U. Penn folks who brought us the Coq tutorial at POPL '08.

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