When should one use a Kleisli?

问题

I recently stumbled on the concept of a Kleisli and every tutorial/link/reference that I read motivates the use of Kleisli via the following constructs:

1. Composing functions that return monads: f: a -> m[b] with g: b -> m[c] - I think the very definition of a monad already captures this case - do/bind/for/flatMap do that. One needn't lean on the Kleisli construct to achieve this. So this cannot be the "primary" use case of a Kleisli IMO.
2. Inserting configuration: This one states that if multiple objects (types, case/data classes etc.,) need to have a Config injected then a Kleisli construct can be used to abstract away the repeatable injection. There are numerous ways of achieving this (for example with implicits in Scala) that invoking a Kleisli may not be necessary. Again, IMO this doesn't stand out as a "primary" use case.
3. Monad Transformers: I don't have a solid understanding of this but here's my interpretation: If you have the need of "composing monads" you need a construct that allows you to parameterize the monads themselves. For example M1[M2[M1[M2[a]]]] could be transformed to [M1[M2[a]]] which could (I may be wrong) be flattened across monadic boundaries to be composable with an a -> M3[b] (say). For this one could us a Kleisli triple and invoke the construct since if you were to do it from scratch you may just reinvent the Kleisli. This seems to be a good candidate for justifying the use of a Kleisli. Is this correct?

I believe #1-#2 above are "secondary uses". That is, if you do happen to use the Kleisli construct, you can also get patterns for composing functions that return monads as well as config injection. However, they cannot be motivating problems advocating the power of Kleislis.

Under the assumption of using the least powerful abstraction to solve the problem at hand, what motivating problems can be used to showcase their use?

Alternate Thesis: It's entirely possible that I am totally wrong and my understanding of Kleislis is incorrect. I lack the necessary category theory background, but it could be that a Kleisli is an orthogonal construct that can be used in place of monads and they (Kleisli) are a category theoretic lens through which we view the problems of the functional world (i.e., a Klesli simply wraps a monadic function a -> M[b] and now we can work at a higher level of abstraction where the function is the object of manipulation vs an object of usage). Thus, the use of Kleisli can be simply understood to be "Functional Programming with Kleisli". If this is true, then there ought to be a situation where a Kleisli can solve a problem better than existing constructs and we circle back to the issue of a motivating problem. It's equally likely, that there isn't such a motivating problem per se, if it's simply a lens which offers different solutions to the same problem. Which is it?

It'd be really helpful to get some input be able to reconstruct the need for Kleislis.

回答1:

Kleisli aka ReaderT is from practical point of view #2 (and as I show later #3) - dependency injection of one the same component into several functions. If I have:

val makeDB: Config => IO[Database]
val makeHttp: Config => IO[HttpClient]
val makeCache: Config => IO[RedisClient]

then I could combine things as a monad this way:

def program(config: Config) = for {
  db <- makeDB(config)
  http <- makeHttp(config)
  cache <- makeCache(config)
  ...
} yield someResult

but passing things manually would be annoying. So instead we could make that Config => part of the type and do our monadic composition without it.

val program: Kleisli[IO, Config, Result] = for {
  db <- Kleisli(makeDB)
  http <- Kleisli(makeHttp)
  cache <- Kliesli(makeCache)
  ...
} yield someResult

If all of my functions were Kleisli in the first place, then I would be able to skip that Kleisli(...) part of the for comprehension.

val program: Kleisli[IO, Config, Result] = for {
  db <- makeDB
  http <- makeHttp
  cache <- makeCache
  ...
} yield someResult

And here comes another reason why this might be popular: tagless final and MTL. You could define that your function somehow uses Config to run and make it its contract, but without specifying how and what kind of F[_] you exactly have:

import cats.Monad
import cats.mtl.ApplicativeAsk

// implementations will summon implicit ApplicativeAsk[F, Config]
// and Monad[F] to extract Config and use it to build a result
// in a for comprehension
def makeDB[F[_]: Monad: ApplicativeAsk[*, Config]]: F[Database]
def makeHttp[F[_]: Monad: ApplicativeAsk[*, Config]]: F[HttpClient]
def makeCache[F[_]: Monad: ApplicativeAsk[*, Config]]: F[RedisClient]

def program[F[_]: Monad: ApplicativeAsk[*, Config]]: F[Result] = for {
  db <- makeDB
  http <- makeHttp
  cache <- makeCache
  ...
} yield result

If you define type F[A] = Kleisli[IO, Cache, A] and provide necessary implicits (here: Monad[Kleisli[IO, Cache, *]] and ApplicativeAsk[Kleisli[IO, Cache, *], Cache]) you will be able to run this program the same way as the previous example with Kleisli.

BUT, you could switch cats.effect.IO to monix.eval.Task. You combine several monad transformers e.g. ReaderT and StateT and EitherT. Or 2 different Kleisli/ReaderT to inject 2 different dependencies. And because Kleisli/ReaderT is "just simple type" that you can compose with other monads, you can stack things together to your needs. With tagless final and MTL, you can separate the declarative requirement of your program where you write down what each component needs to work (and then be able to use with extension methods), from the part where you define the actual type which will be used, and which you can build from smaller, simpler building blocks.

As far as I can tell this simplicity and composability is why many people use Kleisli.

That said, there are alternative approaches to designing solutions in such cases (e.g. ZIO defines itself in such a way that monad transformers should not be required) while many people simply write their code the way that wouldn't make them require anything monad transformer-like.

As for your concern about category theory Kleisli is

one of two extremal solutions to the question "Does every monad arise from an adjunction?"

however I wouldn't be able to point at many programmers who use it daily and bother with this motivation at all. At least I don't know personally anyone who treats this as anything else than "occasionally useful utility".

回答2:

Preliminary note: this is very much a Haskell-centric answer.

On #1, luqui's comment puts it very nicely:

Kleisli is not some big important thing that needs to be strongly motivated to use. It's just a way you can tilt your head when there's a monad around.

If you have some chained binds...

m >>= f >>= g >>= h

... the associativity monad law allows you to rewrite them as...

m >>= \a -> f a >>= \b -> g b >>= \c -> h c

... or, equivalently...

m >>= (f >=> g >=> h)

... where (>=>) is an operator that performs Kleisli composition:

(>=>)       :: Monad m => (a -> m b) -> (b -> m c) -> (a -> m c)
f >=> g     = \x -> f x >>= g

Besides giving us a nicer presentation of the monad laws than the one using bind, (>=>) is occasionally an ergonomic way to write monadic computations. One illustration I can think of is the xml-conduit library; for instance, the following snippet was taken from a chapter of the Yesod book:

main :: IO ()
main = do
    doc <- readFile def "test2.xml"
    let cursor = fromDocument doc
    print $ T.concat $
        cursor $// element "h2"
               >=> attributeIs "class" "bar"
               >=> precedingSibling
               >=> element "h1"
               &// content 

Here, the XML axes are implemented as list monad Kleisli arrows. In this context, using (>=>) to compose them without explicitly mentioning what they are being applied to feels very natural.

---

On #2, between your question and Mateusz Kubuszok's answer, I have just learned that some of the relevant Scala-centric documentation identifies ReaderT and Kleisli on the basis of both having Monad m => a -> m b as their underlying type. At the risk of passing hasty judgement, I'd say such an identification feels off. ReaderT and Kleisli express different concepts, even if their implementations happen to coincide in some sense. In particular, the kind of composition done through (>=>) or the Category instance of Kleisli doesn't make sense for ReaderT, as ReaderT expresses dependency on a fixed environment, which wards off the very notion of chaining transformations of said environment.

---

On #3, I believe that is only tangentially related to Kleisli. The question of when the composition of monads results in a monad and related matters about monad transformers are not solved through recourse to Kleisli arrows. While thinking in terms of Kleisli arrows and Kleisli categories when dealing with such matters is sometimes useful, I'd say that is primarily because Kleisli arrows and categories are generally an useful way to consider monads, and not because of some more specific connection.

回答3:

Sometimes we might want to structure computations in a way that is less expressive, more "rigid" than the full Monad interface, but also potentially more inspectable. Kleislis can be used to embed monadic effects into those computations.

For example, imagine that we are building computation pipelines where each step has some kind of annotation attached. An annotation could represent an estimation of the time to complete the step, or of some other resource related to the step. We want to be able to inspect the accumulated annotations for a whole pipeline before actually "running" its effects:

import Prelude hiding (id,(.))
import Control.Category (Category,(.),id)
import Control.Arrow (Kleisli (..))

data Step w m i o = Step w (Kleisli m i o) 

instance (Monoid w, Monad m) => Category (Step w m) where
    id = Step mempty (Kleisli pure)
    (.) (Step wf f) (Step wg g) = Step (wg <> wf) (f . g)

Putting it to work:

main :: IO ()
main = do
    let Step w (Kleisli _) = 
              Step "b" (Kleisli putStrLn) 
            . Step "a" (Kleisli (\() -> getLine))
    putStrLn w
    -- result: ab

来源：https://stackoverflow.com/questions/61899370/when-should-one-use-a-kleisli