Why do all Haskell typeclasses have laws?

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既然无缘
既然无缘 2021-02-07 06:16

All the typeclasses in Typeclassopedia have associated laws, such as associativity or commutativity for certain operators. The definition of a \"law\" seems to be a constraint t

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  •  不知归路
    2021-02-07 07:00

    You will notice that almost always the laws are algebraic laws. They could be expressed by the type system by using some extensions, but the proofs would be cumbersome to express. So you have unchecked laws and potentially implementations might break them. Why is this good?

    The reason is that the design patterns used in Haskell are motivated (and in most cases mirrored) by mathematical structures, usually from abstract algebra. While most other languages have an intuitive notion of certain features like safety, performance and semantics, we Haskell programmers prefer to establish a formal notion. The advantage of doing this is: Once your types and functions obey the safety laws, they are safe in the sense of the underlying algebraic structure. They are provably safe.

    Take functors as an example. A Haskell functor has the following two laws:

    fmap f . fmap g = fmap (f . g)
    fmap id         = id
    

    Firstly this is very important: Functions in Haskell are opaque. You cannot examine, compare or whatever them. While this sounds like a bad thing in Haskell it is actually a very good thing. The fmap function cannot examine the function you've passed it. Particularly it can't check that you've passed the identity function or that you've passed a composition. In short: it can't cheat! The only way for it to obey these two laws is actually not to introduce any effects of its own. That means, in a proper functor fmap will never do anything unexpected. In fact it cannot do anything else than to map the given function. This is a very simple example and I haven't explained all the subtleties why fmap can't cheat, but it demonstrates the point.

    Now extend this all over the language, the base libraries and most sensible third party libraries. This gives you a language that is as predictable as a language can get. When you write code, you know what it's going to do. That's one of the main reasons why Haskell code often works out of the box. I often write pages of Haskell code before compiling. Once my type errors are fixed, my program usually works.

    The other reason why this is desirable is that it allows a more compositional style of programming. This is particularly useful when working as a team. First you map your application to algebraic structures and establish the necessary laws. For example: You express what it means for something to be a Valid Web Server. In particular you establish a formal notion of web server composition. If you compose two Valid Web Servers, the result is a Valid Web Server. Do you see where this is going? After establishing these laws the teammates go to work, and they work in isolation. Little to no communication is necessary to get their job done. When they meet again, everybody presents their Valid Web Servers and they just compose them to make the final product, a web site. Since the individual components were all Valid Web Servers, the final result must be a Valid Web Server. Provably.

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