3.x

Random

A purely-functional implementation of a source of random information.

trait Random[F[_]] {
  def nextInt: F[Int]

  def shuffleList[A](list: List[A]): F[List[A]]

  // ... and more
}

API

The API of Random is created to closely resemble the scala.util.Random API, so it should be fairly approachable to people familiar with the standard library.

Users can expect to find all methods available on a Scala standard library Random instance also available on instances of this type class (with some minor renamings to avoid method overloading, e.g. betweenLong, betweenDouble, etc).

Customizing the source of randomness

cats.effect.std.Random can be backed by a variety of random sources available on the JVM:

  • scala.util.Random (Random.scalaUtilRandom[F: Sync])
    • Individual instances can be customized with an initial seed, or load balanced between several scala.util.Random instances
  • java.util.Random
  • java.security.SecureRandom

Creating a Random instance

Obtaining an instance of Random can be as simple as:

import cats.effect.IO
import cats.effect.std.Random

Random.scalaUtilRandom[IO]

Using Random

import cats.effect.std.{Console, Random, SecureRandom}
import cats.{Functor, FlatMap}
import cats.syntax.all.toFlatMapOps
import cats.syntax.all.toFunctorOps

def dieRoll[F[_] : Functor : Random]: F[Int] =
  Random[F].betweenInt(0, 6).map(_ + 1)

// Scala 2.x & 3.x
def showMagicNumber[F[_] : Console : FlatMap](id: String, rnd: F[Random[F]]): F[Unit] =
  rnd.flatMap(implicit rnd => dieRoll[F].flatMap(i => Console[F].println(s"$id: $i")))

/* Scala 2.x with better-monadic-for compiler plugin
def showMagicNumber_bmf[F[_] : Console : FlatMap](id: String, rnd: F[Random[F]]): F[Unit] =
  for {
    implicit0(it: Random[F]) <- rnd
    i <- dieRoll[F]
    _ <- Console[F].println(s"$id: $i")
  } yield ()
 */

/* Scala 3.x only
def showMagicNumber3[F[_] : Console : FlatMap](id: String, rnd: F[Random[F]]): F[Unit] = 
  for {
    given Random[F] <- rnd
    i               <- dieRoll[F]
    _               <- Console[F].println(s"$id: $i")
  } yield ()
 */

val app = showMagicNumber("rnd", Random.scalaUtilRandom[IO]) *>
  showMagicNumber[IO]("sec-rnd", SecureRandom.javaSecuritySecureRandom[IO])
// app: IO[Unit] = FlatMap(
//   ioe = FlatMap(
//     ioe = Delay(
//       thunk = cats.effect.std.Random$$$Lambda$18897/0x00007f2de3127a50@2f0b2e52,
//       event = cats.effect.tracing.TracingEvent$StackTrace
//     ),
//     f = <function1>,
//     event = cats.effect.tracing.TracingEvent$StackTrace
//   ),
//   f = cats.effect.IO$$Lambda$18234/0x00007f2de2e0c7a0@181fa615,
//   event = cats.effect.tracing.TracingEvent$StackTrace
// )

// required for unsafeRunSync()
import cats.effect.unsafe.implicits.global

app.unsafeRunSync()

Derivation

An instance of cats.effect.std.Random can be created by any data type capable of synchronously suspending side effects (i.e. Sync). Furthermore, Random instances for monad transformers can be automatically derived for any data type for which an instance of Random can already be derived.

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