AndTraits.jl

Intersection traits
Author zenna
Popularity
4 Stars
Updated Last
1 Year Ago
Started In
November 2020

AndTraits.jl

A system for dispatching on conjunctions of traits.

Basic idea:

  1. Type hierarchies are oppresive — we'd rather simply specify that values and types have particular properties. For instance that the type is indexable. Sometimes these kinds of properties are called traits.
  2. Often we want to write methods that are specific to particular combinations of traits. That is, we want to say:
  3. do something if type has trait A
  4. do something else if type has trait A and B
  5. do something else if type has trait A and B and C

There are many implementations of traits in Julia which do 1 but as far as I am aware this is the first approach that supports conjunctions of traits.

How to use it

First make some traits

# This is a trait
const Iterable = Trait{:Iterable}
# This is another trait
const Indexable = Trait{:Indexable}

Now let's give some types these traits

AndTraits.traits(::Vector) = Iterable  Indexable
AndTraits.traits(::Set) = Iterable

Now let's define some methods that use these trarts

g(x) = g(traits(x), x)
g(::traitmatch(Iterable), x) = "This is a string"
g(::traitmatch(Iterable, Indexable), x) = 21

Now let's evaluate g on some different inputs

@test g(x) == 21
@test g(Set([1,2,3])) == "This is a string"

How does this compare to?

Abstract Types

A type can belong to many traits

Holy Traits

Holy traits (which have been syntactically sugared in SimpleTraits.jl) allow you to add multiple traits to a type. But, when you use the traits, you have to decide at the point of dispatch which trait you care about.

So for example we can define the trait SomeTrait as above, but we also need to define a trait dispatch method hasSomeTrait, such that hasSomeTrait(t) So you right methods of the form:

f(x) = f(hasSomeTrait(x), x) 
f(::SomeTrait, x) = ...

This is fine, but it inhibits extensibility.