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z8Jl$AWFPu_$m;`_V)87d4XN3myVP#j+dNXjSmk61rWS<`#Gyi3MvT#MovR1ae68PI zMoYJ6e46Te{oP-9aEC(0@NtVPGVb{wkLV z36(@oi(uwRsOlB-kx;cO{z5_(uE;-i&F43)x#7_bC8w|bFK^g(L(G}$=T&bQeZzqp zlFnZH4Q`ln!=E>#pS$*3-Z1ZmOE=`4zxF%buzVgWf2DW(hC&P1w&x9NZ+LV=iN$Mw zzzyLyyu6{p5>(~tcu`B&b^32evV3jpqxtV}ElAAZqS^ukS{8xjE<;6GuBLRFFh1%= zGZ3g+4g*B_-+c#JVhg~)I095Kq7^6+^HuDOL6jJ;E(lcd8T?nQ225-Pdgn^SqZKFv zMsWo!U4S5nJX(NgCG zV156S`@fqBX#ZUS*GdTX&Ps@i_y6ABR~r!|oApaCV(amNKuX+yr~H7y^ww^A5cD>- zRYVvBI>r7w$^@3QcHOv!HMAP|5o{ctbfxYLZDV4e3BmHtgs5PG>(`oP*P#qxU)aO- z>!gq?GZ>bGHvjEopc9jNI}-?m3i-Q_WUzU3(7!G6P-1b)hk`&>Cw~WF#S6o7 -

There is no need to mark the case object as - final, as objects cannot be extended.

+

Finally, we can use a case object instead of a + case class when we’re defining some type that holds no + data. For example, reading from a text stream, such as a terminal, + can return a character or the end-of-file. We can model this as

+
sealed abstract class Result
+final case class Character(value: Char) extends Result
+case object Eof extends Result
+

As the end-of-file indicator Eof has no associated + data we use a case object. There is no need to mark the + case object as final, as objects cannot be + extended.

2.2.3 Examples

Let’s make the discussion above more concrete with some examples.

@@ -9914,19 +9918,19 @@

randoms.take(5)
 // res19: List[Double] = List(
-//   0.024213489297507773,
-//   0.27844310226240576,
-//   0.642832875989797,
-//   0.49469279343752204,
-//   0.6620719713335017
+//   0.3848765384266891,
+//   0.670577903388341,
+//   0.9581843850311434,
+//   0.2678128042075293,
+//   0.7543034980476552
 // )
 randoms.take(5)
 // res20: List[Double] = List(
-//   0.14651444569159155,
-//   0.07930110269814838,
-//   0.9545290796613661,
-//   0.2299545914446759,
-//   0.26386792422341765
+//   0.24530824247827998,
+//   0.566599985670942,
+//   0.6128585150077147,
+//   0.8932077579642401,
+//   0.019763343369198383
 // )

Now let’s define the same stream in a call by need style, using lazy val.

@@ -9939,19 +9943,19 @@

randomsByNeed.take(5)
 // res21: List[Double] = List(
-//   0.5224886594920751,
-//   0.5224886594920751,
-//   0.5224886594920751,
-//   0.5224886594920751,
-//   0.5224886594920751
+//   0.7161858505447939,
+//   0.7161858505447939,
+//   0.7161858505447939,
+//   0.7161858505447939,
+//   0.7161858505447939
 // )
 randomsByNeed.take(5)
 // res22: List[Double] = List(
-//   0.5224886594920751,
-//   0.5224886594920751,
-//   0.5224886594920751,
-//   0.5224886594920751,
-//   0.5224886594920751
+//   0.7161858505447939,
+//   0.7161858505447939,
+//   0.7161858505447939,
+//   0.7161858505447939,
+//   0.7161858505447939
 // )

If we wanted a stream that had a different random number for each element but those numbers were constant, we could redefine @@ -9971,19 +9975,19 @@

randomsByNeed2.take(5)
 // res23: List[Double] = List(
-//   0.5564782567346438,
-//   0.9425333368233674,
-//   0.959565262377871,
-//   0.10282355623392148,
-//   0.8488310841118915
+//   0.17626731942660923,
+//   0.1514071843878545,
+//   0.7423703534895769,
+//   0.36075829053154773,
+//   0.7443530249544498
 // )
 randomsByNeed2.take(5)
 // res24: List[Double] = List(
-//   0.5564782567346438,
-//   0.9425333368233674,
-//   0.959565262377871,
-//   0.10282355623392148,
-//   0.8488310841118915
+//   0.17626731942660923,
+//   0.1514071843878545,
+//   0.7423703534895769,
+//   0.36075829053154773,
+//   0.7443530249544498
 // )

These subtleties are one of the reasons that functional programmers try to avoid using state as far as possible.

@@ -11100,7 +11104,7 @@

summon[JsonWriter[String]]
-// res6: JsonWriter[String] = repl.MdocSession$MdocApp3$JsonWriter$$anon$7@8a60636
+// res6: JsonWriter[String] = repl.MdocSession$MdocApp3$JsonWriter$$anon$7@7d4ef4c1

Most type classes in Cats provide other means to summon instances. However, summon is a good fallback for debugging purposes. We can insert a call to summon @@ -13125,7 +13129,7 @@

def show(date: Date): String = s"${date.getTime}ms since the epoch."
new Date().show
-// res2: String = "1734705103433ms since the epoch."
+// res2: String = "1734706182585ms since the epoch."

However, Cats also provides a couple of convenient methods to simplify the process. There are two construction methods on the companion object of Show that we can use to define @@ -14453,10 +14457,10 @@

val func = (x: Int) => x + 1
-// func: Function1[Int, Int] = repl.MdocSession$MdocApp0$$$Lambda$19828/0x0000000804ae8840@2cc79d63
+// func: Function1[Int, Int] = repl.MdocSession$MdocApp0$$$Lambda$19803/0x0000000805115840@7671d15f
 
 val liftedFunc = Functor[Option].lift(func)
-// liftedFunc: Function1[Option[Int], Option[Int]] = cats.Functor$$Lambda$19829/0x0000000804bd7840@5186c03d
+// liftedFunc: Function1[Option[Int], Option[Int]] = cats.Functor$$Lambda$19804/0x0000000805116840@38ad815c
 
 liftedFunc(Option(1))
 // res1: Option[Int] = Some(value = 2)
@@ -15159,7 +15163,7 @@

val func1 = (x: Int) => x.toDouble val func2 = (y: Double) => y * 2
val func3 = func1.map(func2)
-// func3: Function1[Int, Double] = cats.instances.Function1Instances0$$anon$11$$Lambda$19835/0x0000000804bd2840@147e40a2
+// func3: Function1[Int, Double] = cats.instances.Function1Instances0$$anon$11$$Lambda$19809/0x000000080511e840@1022c733

Function1 has two type parameters (the function argument and the result type):

trait Function1[-A, +B] {
@@ -15325,7 +15329,7 @@ 

val func2b: Double <= Double = func2

val func3c = func2b.contramap(func1)
-// func3c: Function1[Int, Double] = scala.Function1$$Lambda$19929/0x0000000805153040@5cfe3e66
+// func3c: Function1[Int, Double] = scala.Function1$$Lambda$19887/0x0000000805172840@61fc564f

The difference between func2 and func2b is purely syntactic—both refer to the same value and the type aliases are otherwise completely compatible. Incredibly, however, @@ -15852,7 +15856,7 @@

import scala.concurrent.ExecutionContext.Implicits.global
val fm = Monad[Future]
-// fm: Monad[[T >: Nothing <: Any] => Future[T]] = cats.instances.FutureInstances$$anon$1@2587a774
+// fm: Monad[[T >: Nothing <: Any] => Future[T]] = cats.instances.FutureInstances$$anon$1@d733d14

The Monad instance uses the captured ExecutionContext for subsequent calls to pure and flatMap:

@@ -16493,12 +16497,12 @@

math.random() } // Computing X -// x: Double = 0.8625939096763301 +// x: Double = 0.8162703066840165 x // first access -// res0: Double = 0.8625939096763301 +// res0: Double = 0.8162703066840165 x // second access -// res1: Double = 0.8625939096763301 +// res1: Double = 0.8162703066840165

This is an example of call-by-value evaluation:

case object A