I'm trying to generate instances of case class using shapeless
This works for generating instances of Foo
case class Foo(x: Int, y: String)
class Context {
val random = new Random()
}
def genInt(context: Context): Int = {
context.random.nextInt()
}
def genString(context: Context): String = {
context.random.nextString(16)
}
object ClassesToGenerators extends Poly1 {
implicit def caseInt = at[Class[Int]](_ => genInt(_))
implicit def caseString = at[Class[String]](_ => genString(_))
}
val gen = Generic[Foo]
val context = new Context()
val classes = classOf[Int] :: classOf[String] :: HNil // can't figure out how to get this hlist programmatically
val generators = classes.map(ClassesToGenerators)
gen.from(generators.zipApply(generators.mapConst(context)))
However, I'm aiming to write something reusable like
def newInstance[T] -> T:
???
which could generate instances of any case classes that takes only int and string parameters.
As mentioned in the code snippet, I'm stuck at getting a hlist of case class attribute types i.e. would like to convert case class Foo(x: Int, y: String)
to classOf[Int] :: classOf[String] :: HNil
. Any other approaches to this problem are also very appreciated but I'm not looking for a generic way of generating random instances of cases classes (as my use-case is different and used random generator just as an example)
CodePudding user response:
IMHO, Shapeless is better used when you forget about all the fancy stuff and just focus on simple typeclass derivation using HList
like this:
import shapeless.{Generic, HList, HNil, :: => :!:}
import scala.util.Random
trait Context {
def random: Random
}
object Context {
object implicits {
implicit final val global: Context = new Context {
override final val random: Random = new Random()
}
}
}
trait Generator[A] {
def generate(context: Context): A
}
object Generator {
final def apply[A](implicit ev: Generator[A]): ev.type = ev
final def generate[A](implicit ev: Generator[A], ctx: Context): A =
ev.generate(ctx)
implicit final val IntGenerator: Generator[Int] =
new Generator[Int] {
override def generate(context: Context): Int =
context.random.nextInt()
}
implicit final val StringGenerator: Generator[String] =
new Generator[String] {
override def generate(context: Context): String =
context.random.nextString(16)
}
implicit final def auto[P <: Product](implicit ev: GeneratorGen[P]): Generator[P] = ev
}
sealed trait GeneratorRepr[R <: HList] extends Generator[R]
object GeneratorRepr {
implicit final val HNilGeneratorRepr: GeneratorRepr[HNil] =
new GeneratorRepr[HNil] {
override def generate(context: Context): HNil =
HNil
}
implicit final def HConsGeneratorRepr[E, T <: HList](
implicit ev: Generator[E], tail: GeneratorRepr[T]
): GeneratorRepr[E :!: T] =
new GeneratorRepr[E :!: T] {
override def generate(context: Context): E :!: T =
ev.generate(context) :: tail.generate(context)
}
}
sealed trait GeneratorGen[P <: Product] extends Generator[P]
object GeneratorGen {
implicit final def instance[P <: Product, R <: HList](
implicit gen: Generic.Aux[P, R], ev: GeneratorRepr[R]
): GeneratorGen[P] = new GeneratorGen[P] {
override def generate(context: Context): P =
gen.from(ev.generate(context))
}
}
Which can be used like this:
import Context.implicits.global
final case class Foo(x: Int, y: String)
val result = Generator.generate[Foo]
// result: Foo = Foo(-2127375055, "鞰Ϗƨ沺㗝䚮Ⴍ욏ꖱꬮӝ闉믃雦峷")
You can see the code running here.