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/** | |
* Original source: | |
* [[https://gist.github.com/oxbowlakes/970717]] | |
* | |
* Modifications: | |
* - use scala 7.0.5 | |
* - use toValidationNel | |
* - use sequenceU and traverseU instead of the lambda trick | |
* | |
* Part Zero : 10:15 Saturday Night | |
* | |
* (In which we will see how to let the type system help you handle failure)... | |
* | |
* First let's define a domain. (All the following requires scala 2.9.x and scalaz 7.0.5) | |
*/ | |
import scalaz._ | |
import Scalaz._ | |
object Sobriety extends Enumeration { val Sober, Tipsy, Drunk, Paralytic, Unconscious = Value } | |
object Gender extends Enumeration { val Male, Female = Value } | |
case class Person(gender : Gender.Value, age : Int, clothes : Set[String], sobriety : Sobriety.Value) | |
/** | |
* Let's define a trait which will contain the checks that *all* nightclubs make! | |
*/ | |
trait Nightclub { | |
//First CHECK | |
def checkAge(p : Person) : Validation[String, Person] | |
= if (p.age < 18) | |
"Too Young!".fail | |
else if (p.age > 40) | |
"Too Old!".fail | |
else | |
p.success | |
//Second CHECK | |
def checkClothes(p : Person) : Validation[String, Person] | |
= if (p.gender == Gender.Male && !p.clothes("Tie")) | |
"Smarten Up!".fail | |
else if (p.gender == Gender.Female && p.clothes("Trainers")) | |
"Wear high heels".fail | |
else | |
p.success | |
//Third CHECK | |
def checkSobriety(p : Person): Validation[String, Person] | |
= if (Set(Sobriety.Drunk, Sobriety.Paralytic, Sobriety.Unconscious) contains p.sobriety) | |
"Sober Up!".fail | |
else | |
p.success | |
} | |
/** | |
* Part One : Clubbed to Death | |
* | |
* Now let's compose some validation checks | |
* | |
*/ | |
object ClubbedToDeath extends Nightclub { | |
def costToEnter(p : Person) : Validation[String, Double] = { | |
//PERFORM THE CHECKS USING Monadic "for comprehension" SUGAR | |
for { | |
a <- checkAge(p) | |
b <- checkClothes(a) | |
c <- checkSobriety(b) | |
} yield (if (c.gender == Gender.Female) 0D else 5D) | |
} | |
} | |
// Now let's see these in action | |
object Test1 { | |
val Ken = Person(Gender.Male, 28, Set("Tie", "Shirt"), Sobriety.Tipsy) | |
val Dave = Person(Gender.Male, 41, Set("Tie", "Jeans"), Sobriety.Sober) | |
val Ruby = Person(Gender.Female, 25, Set("High Heels"), Sobriety.Tipsy) | |
// Let's go clubbing! | |
ClubbedToDeath costToEnter Dave //res0: scalaz.Validation[String,Double] = Failure(Too Old!) | |
ClubbedToDeath costToEnter Ken //res1: scalaz.Validation[String,Double] = Success(5.0) | |
ClubbedToDeath costToEnter Ruby //res2: scalaz.Validation[String,Double] = Success(0.0) | |
ClubbedToDeath costToEnter (Ruby.copy(age = 17)) //res3: scalaz.Validation[String,Double] = Failure(Too Young!) | |
ClubbedToDeath costToEnter (Ken.copy(sobriety = Sobriety.Unconscious)) //res5: scalaz.Validation[String,Double] = Failure(Sober Up!) | |
} | |
/** | |
* The thing to note here is how the Validations can be composed together in a for-comprehension. | |
* Scala's type system is making sure that failures flow through your computation in a safe manner. | |
*/ | |
/** | |
* Part Two : Club Tropicana | |
* | |
* Part One showed monadic composition, which from the perspective of Validation is *fail-fast*. | |
* That is, any failed check shortcircuits subsequent checks. This nicely models nightclubs in the | |
* real world, as anyone who has dashed home for a pair of smart shoes and returned, only to be | |
* told that your tie does not pass muster, will attest. | |
* | |
* But what about an ideal nightclub? One that tells you *everything* that is wrong with you. | |
* | |
* Applicative functors to the rescue! | |
* | |
*/ | |
object ClubTropicana extends Nightclub { | |
def costToEnter(p : Person) : ValidationNel[String, Double] = { | |
//PERFORM THE CHECKS USING applicative functors, accumulating failure via a monoid (a NonEmptyList, or NEL) | |
(checkAge(p).toValidationNel |@| checkClothes(p).toValidationNel |@| checkSobriety(p).toValidationNel) { | |
case (_, _, c) => if (c.gender == Gender.Female) 0D else 7.5D | |
} | |
} | |
} | |
/** | |
* | |
* And the use? Dave tried the second nightclub after a few more drinks in the pub | |
* | |
*/ | |
object Test2 { | |
import Test1._ | |
ClubTropicana costToEnter (Dave.copy(sobriety = Sobriety.Paralytic)) //res6: scalaz.Scalaz.ValidationNel[String,Double] = Failure(NonEmptyList(Too Old!, Sober Up!)) | |
ClubTropicana costToEnter(Ruby) //res7: scalaz.Scalaz.ValidationNel[String,Double] = Success(0.0) | |
} | |
/** | |
* | |
* So, what have we done? Well, with a *tiny change* (and no changes to the individual checks themselves), | |
* we have completely changed the behaviour to accumulate all errors, rather than halting at the first sign | |
* of trouble. Imagine trying to do this in Java, using exceptions, with ten checks. | |
* | |
*/ | |
/** | |
* | |
* Part Three : Gay Bar | |
* | |
* And for those wondering how to do this with a *very long list* of checks. Use sequence: | |
* List[ValidationNel[E, A]] ~> (via sequence) ~> ValidationNel[E, List[A]] | |
* | |
*/ | |
object GayBar extends Nightclub { | |
def checkGender(p : Person) : Validation[String, Person] = | |
if (p.gender != Gender.Male) | |
"Men Only".fail | |
else | |
p.success | |
def costToEnter(p : Person) : ValidationNel[String, Double] = { | |
val checks = List(checkAge _, checkClothes _, checkSobriety _, checkGender _) | |
(checks map {(_ : (Person => Validation[String, Person])).apply(p).toValidationNel}).sequenceU map { | |
case c :: _ => c.age + 1.5D | |
case Nil => 0D // can't happen, just to make the compile shut up | |
} | |
} | |
//Interestingly, as traverse is basically map + sequence, we can reduce this even further | |
def costToEnter2(p : Person) : ValidationNel[String, Double] = { | |
val checks = List(checkAge _, checkClothes _, checkSobriety _, checkGender _) | |
checks.traverseU(_ andThen (_.toValidationNel) apply p) map { | |
case c :: _ => c.age + 1.5D | |
case Nil => 0D // can't happen, just to make the compile shut up | |
} | |
} | |
} | |
object Test3 { | |
import GayBar._ | |
def main(args: Array[String]) { | |
costToEnter(Person(Gender.Male, 59, Set("Jeans"), Sobriety.Paralytic)) //Failure(NonEmptyList(Too Old!, Smarten Up!, Sober Up!)) | |
costToEnter2(Person(Gender.Male, 59, Set("Jeans"), Sobriety.Paralytic)) //Failure(NonEmptyList(Too Old!, Smarten Up!, Sober Up!)) | |
} | |
} | |
/** | |
* As always; the point is that our validation functions are "static"; | |
* we do not need to change the way they have been coded because we want to combine them in different ways | |
*/ |
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