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August 27, 2013 12:53
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ZRM about Monads
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// http://slid.es/julientournay/a-monad-is-just-a-monoid-in-the-category-of-endofunctors-what-s-the-problem | |
trait Functor[F[_]] { | |
def map[Y, Z](x: F[Y])(f: Y => Z): F[Z] | |
} | |
trait ListFunctor extends Functor[List] { | |
def map[Y, Z](xs: List[Y])(f: Y => Z) = xs.map(f) | |
} | |
object ListFunctor extends ListFunctor | |
ListFunctor.map(List(1, 2, 3))(_ + 4) | |
trait Monoid[S] { | |
def zero: S | |
def append(a: S, b: S): S | |
} | |
object IntPlusMonoid extends Monoid[Int] { | |
def zero: Int = 0 | |
def append(a: Int, b: Int): Int = a + b | |
} | |
val plus = IntPlusMonoid.append(3, 6) | |
object IntTimesMonoid extends Monoid[Int] { | |
def zero: Int = 1 | |
def append(a: Int, b: Int): Int = a * b | |
} | |
val times = IntTimesMonoid.append(3, 6) | |
trait Monad[M[_]] extends Functor[M]{ | |
def unit[X](x: X): M[X] | |
def join[X](mx: M[M[X]]): M[X] | |
def bind[X, Y](a: M[X])(f: X => M[Y]): M[Y] = | |
join(map(a)(f)) | |
} | |
object ListMonad extends ListFunctor with Monad[List] { | |
def unit[X](x: X): List[X] = List(x) | |
def join[X](mx: List[List[X]]): List[X] = mx.flatten | |
} | |
trait ListMonadOps[X] { | |
val value: List[X] | |
def >>=[Y](f: X => List[Y]) = ListMonad.bind(value)(f) | |
} | |
implicit def toMonadOps[A](xs: List[A]) = new ListMonadOps[A] { | |
override val value = xs | |
} | |
val evens: Int => List[Int] = { | |
case x if x % 2 == 0 => List(x) | |
case _ => List() | |
} | |
val morethan5: Int => List[Int] = { | |
case x if x > 5 => List(x) | |
case _ => List() | |
} | |
val toStrings: Int => List[String] = { x => List("_" + x.toString + "_")} | |
List(1, 2, 3, 4, 5, 6, 7, 8, 9, 10) >>= evens >>= morethan5 >>= toStrings | |
def sequence[M[_], A](as: List[M[A]](implicit m: Monad[M]): M[List[A]] = { | |
val reversed = as.foldLeft[M[List[A]]](m.unit(Nil)){ (acc, ma) => | |
m.bind(ma){ a: A => | |
m.bind(acc){ as: List[A] => | |
m.unit(a :: as) | |
} | |
} | |
} | |
m.bind(reversed){ as: List[A] => m.unit(as.reverse) | |
} | |
} | |
import scala.concurrent._ | |
import scala.concurrent.duration._ | |
import ExecutionContext.Implicits.global | |
trait FutureFunctor extends Functor[Future] { | |
def map[Y, Z](ex: Future[Y])(f: Y => Z) = ex.map(f) | |
} | |
implicit object FutureMonad extends FutureFunctor with Monad[Future] { | |
def unit[X](x: X): Future[X] = Future.successful(x) | |
def join[X](mx: Future[Future[X]]): Future[X] = mx.flatMap(identity) | |
} | |
val fs: List[Future[Int]] = List(1, 2, 3, 4, 5).map(FutureMonad.unit) | |
Await.result(sequence(fs, FutureMonad), 1 seconds) | |
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