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June 25, 2017 02:45
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import scalaz.{-\/, Applicative, Coproduct, Free, FreeAp, Inject, Monad, NaturalTransformation, Nondeterminism, \/-, ~>} | |
import scala.language.{higherKinds, reflectiveCalls} | |
import scalaz.concurrent.Task | |
import Task._ | |
import scala.util.Random | |
case class User(name: String, age: Int) | |
sealed trait UserOperation[T] | |
case class CreateUser(name: String, age: Int) extends UserOperation[User] | |
sealed trait AnalyticsOperation[T] | |
case class AnalyseUser(user: User) extends AnalyticsOperation[Int] | |
case class ExecStrategy[F[_], A](fa: F[A]) { | |
val seq: Free[F, A] = Free.liftF(fa) | |
val par: FreeAp[F, A] = FreeAp.lift(fa) | |
} | |
case class UserRepo[F[_]](implicit ev: Inject[UserOperation, F]) { | |
def createUser(name: String, age: Int): ExecStrategy[F, User] = | |
ExecStrategy[F, User](ev.inj(CreateUser(name, age))) | |
} | |
object UserRepo { | |
implicit def toUserRepo[F[_]](implicit ev: Inject[UserOperation, F]): UserRepo[F] = UserRepo[F] | |
} | |
case class AnalyticsRepo[F[_]](implicit ev: Inject[AnalyticsOperation, F]) { | |
def analyseUser(user: User): ExecStrategy[F, Int] = | |
ExecStrategy[F, Int](ev.inj(AnalyseUser(user))) | |
} | |
object AnalyticsRepo { | |
implicit def toAnalyticsRepo[F[_]](implicit ev: Inject[AnalyticsOperation, F]): AnalyticsRepo[F] = AnalyticsRepo[F] | |
} | |
object ProgramHelpers { | |
type Program[F[_], A] = Free[FreeAp[F, ?], A] | |
implicit class RichFree[F[_], A](free: Free[F, A]) { | |
def asProgramStep: Program[F, A] = { | |
implicit val m: Monad[Program[F, ?]] = Free.freeMonad[FreeAp[F, ?]] | |
free.foldMap[ProgramHelpers.Program[F, ?]](new NaturalTransformation[F, ProgramHelpers.Program[F, ?]] { | |
override def apply[A](fa: F[A]): Program[F, A] = liftFA(fa) | |
}) | |
} | |
} | |
implicit class RichFreeAp[F[_], A](freeap: FreeAp[F, A]) { | |
def asProgramStep: Program[F, A] = Free.liftF[FreeAp[F, ?], A](freeap) | |
} | |
def liftFA[F[_], A](fa: F[A]): Program[F, A] = | |
Free.liftF[FreeAp[F, ?], A](FreeAp.lift(fa)) | |
} | |
object InterpreterHelpers { | |
type ProgramInstructions[A] = Coproduct[UserOperation, AnalyticsOperation, A] | |
case class ParallelInterpreter[G[_]](f: ProgramInstructions ~> G)(implicit ev: Applicative[G]) extends (FreeAp[ProgramInstructions, ?] ~> G) { | |
override def apply[A](fa: FreeAp[ProgramInstructions, A]): G[A] = fa.foldMap(f) | |
} | |
def combineInterpreters[F[_], G[_], H[_]](f: F ~> H, g: G ~> H): Coproduct[F, G, ?] ~> H = | |
new (Coproduct[F, G, ?] ~> H) { | |
override def apply[A](fa: Coproduct[F, G, A]): H[A] = fa.run match { | |
case -\/(ff) => f(ff) | |
case \/-(gg) => g(gg) | |
} | |
} | |
implicit class RichNaturalTransformation[F[_], H[_]](val f: F ~> H) { | |
def or[G[_]](g: G ~> H): Coproduct[F, G, ?] ~> H = combineInterpreters[F, G, H](f, g) | |
} | |
} | |
object SlowUserInterpreter extends (UserOperation ~> Task) { | |
override def apply[A](fa: UserOperation[A]): Task[A] = fa match { | |
case CreateUser(name, age) => | |
Task { | |
println(s"Creating user $name") | |
Thread.sleep(5000) | |
println(s"Finished creating user $name") | |
User(name, age) | |
} | |
} | |
} | |
object SlowAnalyticsInterpreter extends (AnalyticsOperation ~> Task) { | |
override def apply[A](fa: AnalyticsOperation[A]): Task[A] = fa match { | |
case AnalyseUser(user) => | |
Task { | |
println(s"Analysing user $user") | |
Thread.sleep(2000) | |
println(s"Finished analysing user $user") | |
Random.nextInt(50) | |
} | |
} | |
} | |
// Runs 3 steps | |
// Step 1 - Create user Steve | |
// Step 2 - Create user Harriet | |
// Step 3 - Run analytics on steve and harriet in parallel | |
def program[F[_]](implicit userRepo: UserRepo[F], | |
analyticsRepo: AnalyticsRepo[F]): ProgramHelpers.Program[F, Int] = { | |
import scalaz.syntax.applicative._ | |
import ProgramHelpers._ | |
for { | |
user1 <- userRepo.createUser("steve", 23).seq.asProgramStep | |
user2 <- userRepo.createUser("harriet", 33).seq.asProgramStep | |
sumOfAnalytics <- (analyticsRepo.analyseUser(user1).par |@| analyticsRepo.analyseUser(user2).par)((a, b) => a + b).asProgramStep | |
} yield sumOfAnalytics | |
} | |
// Runs 2 steps | |
// Step 1 - Create user Steve and harriet in parallel | |
// Step 2 - Run analytics on steve and harriet in parallel | |
def program2[F[_]](implicit userRepo: UserRepo[F], | |
analyticsRepo: AnalyticsRepo[F]): ProgramHelpers.Program[F, Int] = { | |
import scalaz.syntax.applicative._ | |
import ProgramHelpers._ | |
for { | |
users <- (userRepo.createUser("steve", 23).par |@| userRepo.createUser("harriet", 33).par)((u1, u2) => (u1, u2)).asProgramStep | |
(user1, user2) = users | |
sumOfAnalytics <- (analyticsRepo.analyseUser(user1).par |@| analyticsRepo.analyseUser(user2).par)((a, b) => a + b).asProgramStep | |
} yield sumOfAnalytics | |
} | |
val parallelTaskApplicative = new Applicative[Task] { | |
def point[A](a: => A) = Task.now(a) | |
def ap[A,B](a: => Task[A])(f: => Task[A => B]): Task[B] = apply2(f,a)(_(_)) | |
override def apply2[A,B,C](a: => Task[A], b: => Task[B])(f: (A,B) => C): Task[C] = | |
Nondeterminism[Task].mapBoth(a, b)(f) | |
} | |
//import ProgramHelpers._ | |
import InterpreterHelpers._ | |
val programInterpreter: ProgramInstructions ~> Task = SlowUserInterpreter or SlowAnalyticsInterpreter | |
program[ProgramInstructions].foldMap(ParallelInterpreter(programInterpreter)(parallelTaskApplicative)).unsafePerformSync | |
//Creating user steve | |
//Finished creating user steve | |
//Creating user harriet | |
//Finished creating user harriet | |
//Analysing user User(harriet,33) | |
//Analysing user User(steve,23) | |
//Finished analysing user User(harriet,33) | |
//Finished analysing user User(steve,23) | |
program2[ProgramInstructions].foldMap(ParallelInterpreter(programInterpreter)(parallelTaskApplicative)).unsafePerformSync | |
//Creating user harriet | |
//Creating user steve | |
//Finished creating user steve | |
//Finished creating user harriet | |
//Analysing user User(harriet,33) | |
//Analysing user User(steve,23) | |
//Finished analysing user User(harriet,33) | |
//Finished analysing user User(steve,23) |
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