Can you provide a high-level overview of how to implement a REST API using Akka HTTP, including route definition, request handling, and response generation?

Akka HTTP is a toolkit for building REST APIs using Scala or Java. It provides an efficient, non-blocking I/O model and leverages the Actor system from Akka.

1. Define routes : Use the high-level routing DSL to define your API’s endpoints, specifying HTTP methods (GET, POST, etc.), paths, and request handling logic.

Example :
val route =
  path("users" / IntNumber) { userId =>
    get {
      complete(getUser(userId))
    } ~
    put {
      entity(as[User]) { user =>
        complete(updateUser(userId, user))
      }
    }
  }


2. Handle requests : Implement request handling logic in separate functions, typically involving actors for processing and returning results asynchronously.

Example :
def getUser(userId: Int): Future[HttpResponse] = {
  // Interact with actor(s) to fetch data
}
def updateUser(userId: Int, user: User): Future[HttpResponse] = {
  // Interact with actor(s) to update data
}?

3. Generate responses : Convert results into appropriate HTTP responses, including status codes and JSON serialization.

Example :
implicit val userFormat = jsonFormat3(User)
val jsonResponse = HttpResponse(entity = HttpEntity(ContentTypes.`application/json`, user.toJson.toString()))?

4. Start server : Bind the defined routes to a specific interface and port, starting the HTTP server.

Example :
Http().newServerAt("localhost", 8080).bind(route)?