Abstract types and inheritance in Julia

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悲&欢浪女
悲&欢浪女 2020-12-30 06:57

Suppose I define a function on an abstract type A in Julia:

abstract A
function mysum(a::A)
  a.x + a.y
end

Implicitly any subtype should h

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  • 2020-12-30 07:31

    First question: I do not think there is a way to achieve this currently, but it is at the heart of the discussions about adding traits to the language. You have already found one issue discussing this, and I believe it is on the informal roadmap beyond version 1.0 (at least I've seen it mentioned.)

    I think the recommended way of implementing what you are looking for is something along these lines:

    abstract A
    
    type B <: A
        x
        y
    end
    
    type C <: A
        w
        z
    end
    
    prop1(b::B) = b.x
    prop2(b::B) = b.y
    prop1(c::C) = c.w
    prop2(c::C) = c.z  # changed from prop2(c::C)=c.w
    
    mysum(a::A) = prop1(a) + prop2(a)
    

    That is, instead of requiring B and C to have the same fields, you implement methods that define their behaviour. Then the actual field names remain internal implementation details of each concrete type.

    As for union types, they can be used (among other things) to add methods to types that do not have a common supertype. Abstract types are fine, but you cannot always shoehorn all your types into a common hierarchy, and frequently you will add methods to collections of types that you did not define yourself.

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