advanced patterns When Using Scala 2.13 Implicits with Type Classes in Akka Streams
I've been working on this all day and I've been banging my head against this for hours. I'm currently working on a project using Scala 2.13 and Akka Streams, and I've run into a frustrating scenario involving implicits and type classes. I'm trying to create a custom `Flow` that processes elements of a specific type, leveraging a type class instance to perform transformations. However, I'm getting the following behavior: `Could not find implicit value for parameter transformer: Transformer[A]`. Hereβs what I have so far: ```scala import akka.stream.scaladsl.{Flow, Sink, Source} import scala.concurrent.ExecutionContext.Implicits.global trait Transformer[A] { def transform(a: A): String } object Transformer { implicit val stringTransformer: Transformer[String] = new Transformer[String] { def transform(a: String): String = a.toUpperCase } implicit val intTransformer: Transformer[Int] = new Transformer[Int] { def transform(a: Int): String = (a * 2).toString } } def processFlow[A](implicit transformer: Transformer[A]): Flow[A, String, _] = { Flow[A].map(transformer.transform) } val source = Source(List("hello", "world", 1, 2)) val flow = processFlow[String] // This should use stringTransformer source.via(flow).runWith(Sink.foreach(println)) ``` The scenario seems to stem from how I'm trying to call `processFlow`. When I call `processFlow[String]`, it works fine, but if I try to call it with a mixed type source like `List("hello", "world", 1, 2)`, Scala want to infer the implicit `Transformer`. Iβve tried defining a `Flow[Any]`, but that results in type safety issues during the transformation. How can I make this code work with mixed types in the source while still utilizing the implicits properly? Am I missing something in the type inference or implicits resolution here? Any help would be appreciated! The project is a CLI tool built with Scala. The project is a service built with Scala.