Why are Promises Monads?

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迷失自我
迷失自我 2020-11-27 14:41

I\'ve been learning about functional programming and have come across Monads, Functors and Applicatives.

From my understanding the following definitions apply:

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  • 2020-11-27 15:15

    Promise is (a lot like) a monad because then is overloaded.

    When we use Promise.then(func), we are passing the Promise(i.e. C[A]) a function which normally has signature A => B and return another Promise (i.e. C[B]). So my thinking was that a Promise would only be a Functor and not a Monad as func returns B and not C[B].

    this is true for then(Promise<A>, Func<A, B>) : Promise<B> (if you'll excuse my pseudocode for javascript types, I'll be describing functions as though this were the first argument)

    the Promise API supplies another signature for then though, then(Promise<A>, Func<A, Promise<B>>) : Promise<B>. This version obviously fits the signature for monadic bind (>>=). Try it out yourself, it works.

    however, fitting the signature for a monad doesn't mean that Promise is a monad. it also needs to satisfy the algebraic laws for monads.

    the laws a monad must satisfy are the law of associativity

    (m >>= f) >>= g ≡ m >>= ( \x -> (f x >>= g) )
    

    and the laws of left and right identity

    (return v) >>= f ≡ f v
    m >>= return ≡ m
    

    in JavaScript:

    function assertEquivalent(px, py) {
        Promise.all([px, py]).then(([x, y]) => console.log(x === y));
    }
    
    var _return = x => Promise.resolve(x)
    Promise.prototype.bind = Promise.prototype.then
    
    var p = _return("foo")
    var f = x => _return("bar")
    var g = y => _return("baz")
    
    assertEquivalent(
        p.bind(f).bind(g),
        p.bind(x => f(x).bind(g))
    );
    
    assertEquivalent(
        _return("foo").bind(f),
        f("foo")
    );
    
    assertEquivalent(
        p.bind(x => _return(x)),
        p
    );

    I think anyone familiar with promises can see that all of these should be true, but feel free to try it yourself.

    because Promise is a monad, we can derive ap and get an applicative out of it as well, giving us some very nice syntax with a little ill-advised hackery:

    Promise.prototype.ap = function (px) {
        return this.then(f => px.then(x => f(x)));
    }
    
    Promise.prototype.fmap = function(f) {
        return this.then(x => f(x));
    }
    
    // to make things pretty and idiomatic
    Function.prototype.doFmap = function(mx) {
        return mx.fmap(this);
    }
    
    var h = x => y => x + y
    
    // (h <$> return "hello" <*> return "world") >>= printLn
    h.doFmap(_return("hello, ")).ap(_return("world!")).bind(console.log)
    
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  • 2020-11-27 15:17

    According to me, Promises are Functors, Applicative Functors and Monads since they obey the functor and monads laws.

    Ok, lets study the functor case. For Promises to be an instance of Functor we must define an fmap function (a -> b) - f a -> f b for Promises and fmap shall pass the Functor laws. What are functor laws?

    fmap id      = id
    fmap (p . q) = (fmap p) . (fmap q)
    
    • id is identity function. We can simply implement it in JS like var id = x => x
    • The . in (p . q) is the composition operation just like in Math. It's essentially var dot = p => q => x => p(q(x)) in JS.

    The problem in JS is that the objects, including the functions are reference types which means unlike in Haskell, every time you partially apply a function, you will get a different function doing the same thing. So just the equity checks in the following laws will fail but they will pass if you check the resulting values.

    var id   = x => x,
        dot  = f => g => x => f(g(x)),
        fmap = f => p => p.then(v => f(v)),
        pr1 = Promise.resolve(1);
        
    fmap(id)(pr1) === id(pr1); // false since objects are mutable
    fmap(id)(pr1).then(v => console.log(v));
    id(pr1).then(v=> console.log(v));
    
    fmap(dot(x => x*2)(y => y+5))(pr1).then(v => console.log(v));
    dot(fmap(x => x*2))(fmap(y => y+5))(pr1).then(v => console.log(v));

    So yes Promises are Functors and if you check the Monad laws you can easily tell that they are also Monads.

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  • 2020-11-27 15:23

    Promises Are Not Monads Over Objects Containing a Then Property

    Promises treat objects containing a then property which is a function as a special case. Because of this, they violate the law of left identity as below:

    //Law of left identity is violated
    // g(v) vs Promise.resolve(v).then(g)
    
    // identity function saved under `then` prop
    const v = ({then: x=>x({then: 1})})
    
    // `g` returns the `then` prop from object wrapped in a promise
    const g = (obj => Promise.resolve(obj.then))
    
    g(v).then(res =>
              console.log("g(v) returns", res))
    // "g(v) returns" x => x({ then: 1 })
    
    
    Promise.resolve(v).then(g)
      .then(res =>
            console.log("Promise.resolve(v).then(g) returns", res))
    // "Promise.resolve(v).then(g) returns" 1
    

    example on codepen

    This happens because resolve treats the function under the then property as a callback, passing the continuation of the then chain in as the argument rather than creating a promise containing it. In this way, it does not function like unit and causes a violation of the monad laws.

    However, over values which do not contain a then property, it should function as a monad.

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  • 2020-11-27 15:28

    UDATE. See this new library proving functor and monad operators for plain callback-based functions that do not have the issues with theneables as outlined below:

    https://github.com/dmitriz/cpsfy


    The JS Promise is neither a Functor nor an Applicative nor a Monad

    It is not a functor, because the composition preservation law (sending compositions of functions to compositions of their images) is violated:

    promise.then(x => g(f(x))) 
    

    is NOT equivalent to

    promise.then(f).then(g)
    

    What this means in practical terms, it is never safe to refactor

    promise
      .then(x => f(x))
      .then(y => g(y))
    

    to

    promise
      .then(x => g(f(x))
    

    as it would have been, were Promise a functor.

    Proof of the functor law violation. Here is a counter-example:

    //Functor composition preservation law:
    // promise.then(f).then(g)  vs  promise.then(x => g(f(x)))
    
    // f takes function `x` 
    // and saves it in object under `then` prop:
    const f = x => ({then: x})
    
    // g returns the `then` prop from object 
    const g = obj => obj.then
    
    // h = compose(g, f) is the identity
    const h = x => g(f(x))
    
    // fulfill promise with the identity function
    const promise = Promise.resolve(a => a)
    
    // this promise is fulfilled with the identity function
    promise.then(h)
           .then(res => {
               console.log("then(h) returns: ", res)
           })
    // => "then(h) returns: " a => a
    
    // but this promise is never fulfilled
    promise.then(f)
           .then(g)
           .then(res => {
               console.log("then(f).then(g) returns: ", res)
           })
    // => ???
    
    // because this one isn't:
    promise.then(f)
           .then(res => {
               console.log("then(f) returns: ", res)
           })

    Here is this example on Codepen: https://codepen.io/dmitriz/pen/QrMawp?editors=0011

    Explanation

    Since the composition h is the identity function, promise.then(h) simply adopts the state of promise, which is already fulfilled with the identity a => a.

    On the other hand, f returns the so-called thenable:

    1.2. “thenable” is an object or function that defines a then method.

    To uphold the functor law, .then would have to simply wrap into promise the result f(x). Instead, the Promise Spec requires a different behavior when the function inside .then returns a "thenable". As per 2.3.3.3, the identity function id = a => a stored under then key is called as

    id(resolvePromise, rejectPromise)
    

    where resolvePromise and rejectPromise are two callback functions provided by the promise resolution procedure. But then, in order to be resolved or rejected, one of these callback functions must be called, which never happens! So the resulting promise remains in the pending state.

    Conclusion

    In this example, promise.then(x => g(f(x))) is fulfilled with the identity function a => a, whereas promise.then(f).then(g) remains in the pending state forever. Hence these two promises are not equivalent and therefore the functor law is violated.


    Promise is neither a Monad nor an Applicative

    Because even the natural transform law from the Pointed Functor Spec, that is part of being Applicative (the homomorphism law), is violated:

    Promise.resolve(g(x)) is NOT equivalent to Promise.resolve(x).then(g)
    

    Proof. Here is a counter-example:

    // identity function saved under `then` prop
    const v = ({then: a => a})
    
    // `g` returns `then` prop from object 
    const g = obj => obj.then
    
    // `g(v)` is the identity function
    Promise.resolve(g(v)).then(res => {
        console.log("resolve(g(v)) returns: ", res)
    })
    // => "resolve(g(v)) returns: " a => a
    
    // `v` is unwrapped into promise that remains pending forever
    // as it never calls any of the callbacks
    Promise.resolve(v).then(g).then(res => {
        console.log("resolve(v).then(g) returns: ", res)
    })
    // => ???
    

    This example on Codepen: https://codepen.io/dmitriz/pen/wjqyjY?editors=0011

    Conclusion

    In this example again one promise is fulfilled, whereas the other is pending, therefore the two are not equivalent in any sense, violating the law.


    UPDATE.

    What does exactly "being a Functor" mean?

    There seems to be a confusion between Promise being a Functor/Applicative/Monad as it is, and ways to make it such by changing its methods or adding new ones. However, a Functor must have a map method (not necessarily under this name) already provided, and being a Functor clearly depends on the choice of this method. The actual name of the method does not play any role, as long as the laws are satisfied.

    For the Promises, .then is the most natural choice, which fails the Functor law as explained below. None of the other Promise methods would make it a Functor either in any conceivable way, as far as I can see.

    Changing or adding methods

    It is a different matter whether other methods can be defined that conform to the laws. The only implementation in this direction that I am aware of is provided by the creed library.

    But there is a considerable price to pay: not only entirely new map method needs to be defined, but also the promise objects themselves need to be changed: a creed promise can hold a "theneable" as value, while the native JS Promise can't. This change is substantial and necessary to avoid breaking the law in the examples as one explained below. In particular, I am not aware of any way to make the Promise into a Functor (or a Monad) without such fundamental changes.

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