abt
Implementing Abstract Binding Trees (in Scala, ...)
Prototyping Abstract Binding Trees
While this might grow into more (say, a usable library), currently this is a playground for me to learn about Abstract Binding Trees.
I started off from the code in http://semantic-domain.blogspot.de/2015/03/abstract-binding-trees.html.
Scala-specific goodies:
- simplify manipulating ABTs through extractors, so you can write
Lam("x", Var("x"))instead of the underlying
TermInt(Set(),_Tm(_Lam(TermInt(Set(),__Abs(x,TermInt(Set(x),_Var(x))))))).
Unfortunately, the latter is still visible through.toString, and calls for an
implemetation of pretty-printing.
There are many possible TODOs:
- Use better algorithms -- the blog post declares it's using simple ones
- For instance, use parallel substitution to avoid quadratic complexity (done in 1db5ee73a1cec39c6674a04b417b30bd212a0626).
- Avoid concatenating string to build names, that's slow (see https://github.com/Blaisorblade/abt/compare/topic/faster-names).
- Replace the freshness generator with something faster.
- Review those fancier algorithms to ensure they're correct --- ABT
mean you need to get binding right only once, but you still have to. - Try out whether the implementation can use other techniques: Must one use
names to implement ABTs, or would it be possible to use, say, deBrujin
indexes? ABTs relate to HOAS, and are in fact probably a more awkward
approach to achieve the same benefits, but is it possible to implement the
ABT interface using HOAS? What's the design space?
Motivation
Usually, when implementing languages with binding, you have lots of language-specific boilerplate, of size proportional to the size of the language's grammar and to the number of languages. This becomes worse when a project contains multiple languages with binding.
Abstract Binding Trees promise to minimize the language-specific overhead; in particular, one needs only to take the language's syntax, remove binding information, turn the algebraic data types into a pattern functor and implement an instance of Foldable for this functor; the latter step is mechanical enough that it can even be automated (and it is in many languages).