Type safe RPC in scala (scala 2 and scala 3)
Sloth is essentially a pair of macros (server and client) which takes an API definition in the form of a scala trait and then generates code for routing in the server as well as generating an API implementation in the client.
This library is inspired by autowire. Some differences:
- No macro application on the call-site in the client (
.call()), just one macro for creating an instance of an API trait - Return types of Api traits are not restricted to
Future. You can use any higher-kinded generic return types:- Server:
cats.Functor(orcats.data.Kleisliwithcats.ApplicativeError) - Client:
cats.MonadError(orcats.data.Kleisliwithcats.ApplicativeError)
- Server:
Get latest release:
libraryDependencies += "com.github.cornerman" %%% "sloth" % "0.7.0"We additonally publish snapshot releases for every commit.
Define a trait as your Api:
trait Api {
def fun(a: Int): Future[Int]
}Implement your Api:
object ApiImpl extends Api {
def fun(a: Int): Future[Int] = Future.successful(a + 1)
}Define a router where we can use, e.g., boopickle for serializing the arguments and result of a method:
import sloth._
import boopickle.Default._
import chameleon.ext.boopickle._
import java.nio.ByteBuffer
import cats.implicits._
val router = Router[ByteBuffer, Future].route[Api](ApiImpl)Use it to route requests to your Api implementation:
val result = router(Request[ByteBuffer]("Api" :: "fun" :: Nil, bytes))
// Now result contains the serialized Int result returned by the method ApiImpl.funGenerate an implementation for Api on the client side:
import sloth._
import boopickle.Default._
import chameleon.ext.boopickle._
import java.nio.ByteBuffer
import cats.implicits._
object Transport extends RequestTransport[PickleType, Future] {
// implement the transport layer. this example just calls the router directly.
// in reality, the request would be sent over a connection.
override def apply(request: Request[PickleType]): Future[PickleType] =
router(request).toEither match {
case Right(result) => result
case Left(err) => Future.failed(new Exception(err.toString))
}
}
val client = Client[PickleType, Future](Transport)
val api: Api = client.wire[Api]Make requests to the server like normal method calls:
api.fun(1).foreach { num =>
println(s"Got response: $num")
}Sometimes it can be useful to have a different return type on the server and client, you can do so by making your API generic:
trait Api[F[_]] {
def fun(a: Int): F[String]
}In your server, you can use any cats.Functor as F, for example:
type ServerResult[T] = User => T
trait Api[F[_]] {
def fun(a: Int): F[String]
}
object ApiImpl extends Api[ServerResult] {
def fun(a: Int): User => String = { user =>
println(s"User: $user")
s"Number: $a"
}
}
val router = Router[ByteBuffer, ServerResult]
.route[Api[ServerResult]](ApiImpl)It is also possible to have a contravariant return type in your server. You can use Kleisli (or a plain function) with any cats.ApplicativeError that can capture a Throwable or ServerFailure (see ServerFailureConvert / RouterContraHandler for more customization):
type ServerResult[T] = T => Either[ServerFailure, Unit]
trait Api[F[_]] {
def fun(a: Int): F[String]
}
object ApiImpl extends Api[ServerResult] {
def fun(a: Int): String => Either[ServerFailure, Unit] = { string =>
println(s"Argument: $a")
println(s"Return: $string")
Right(())
}
}
val router = Router.contra[ByteBuffer, ServerResult]
.route[Api[ServerResult]](ApiImpl)In your client, you can use any cats.MonadError that can capture a Throwable or ClientFailure (see ClientFailureConvert / ClientHandler for more customization):
type ClientResult[T] = Either[ClientFailure, T]
val client = Client[PickleType, ClientResult](Transport)
val api: Api = client.wire[Api[ClientResult]]
api.fun(1): Either[ClientFailure, String]It is also possible to have a contravariant return type in your client. You can use Kleisli (or a plain function) with any cats.ApplicativeError that can capture a Throwable or ClientFailure (see ClientFailureConvert / ClientContraHandler for more customization):
type ClientResult[T] = T => Either[ClientFailure, Unit]
val client = Client.contra[PickleType, ClientResult](Transport)
val api: Api = client.wire[Api[ClientResult]]
api.fun(1): String => Either[ClientFailure, Unit]It is possible to have multiple APIs routed through the same router:
val router = Router[ByteBuffer, Future]
.route[Api](ApiImpl)
.route[OtherApi](OtherApiImpl)The router in the server returns an Either[ServerFailure, Result[PickleType]], as the request can either fail or return the serialized result:
router(request) match {
case Right(result) => println(s"Success: $result")
case Left(error) => println(s"Error: $error")
}For logging, you can define a LogHandler, which can log each request including the deserialized request and response.
Define it when creating the Client:
object MyLogHandler extends LogHandler[ClientResult[_]] {
def logRequest[T](path: List[String], argumentObject: Any, result: ClientResult[T]): ClientResult[T] = ???
}
val client = Client[PickleType, ClientResult](Transport, MyLogHandler)Define it when creating the Router:
object MyLogHandler extends LogHandler[ServerResult[_]] {
def logRequest[T](path: List[String], argumentObject: Any, result: ServerResult[T]): ServerResult[T] = ???
}
val router = Router[PickleType, ServerResult](MyLogHandler)When overloading methods with different parameter lists, sloth does not have a unique path (because it is derived from the trait name and the method name). Here you will need to provide your own path name:
trait Api {
def fun(i: Int): F[Int]
@PathName("funWithString")
def fun(i: Int, s: String): F[Int]
}For serialization, we make use of the typeclasses provided by chameleon. You can use existing libraries like circe, upickle, scodec or boopickle out of the box or define a serializer yourself (see the project readme). So you need a Serializer and Deserializer for each type you are using in the method signature of your API methods.
In the above examples, we used the type ByteBuffer to select the serialization method. We get implicit serializers/deserializers for ByteBuffer through the import chameleon.ext.boopickle._. Or you can use circe by providing the type Json (or String) and importing chameleon.ext.circe._. There are more available in chameleon.
Sloth derives all information about an API from a scala trait. For example:
// @PathName("apiName")
trait Api {
// @PathName("funName")
def fun(a: Int, b: String)(c: Double): F[Int]
}For each declared method in this trait (in this case fun):
- Calculate method path:
List("Api", "fun")(PathNameannotations on the trait or method are taken into account). - Serialize the method parameters as a tuple:
(a, b, c).
When calling router.route[Api](impl), a macro generates a function that maps a method path and the pickled arguments to a pickled result. This basically boils down to:
HashMap("Api" -> HashMap("fun" -> { payload =>
// deserialize payload
// call Api implementation impl with arguments
// return serialized response
}))When calling client.wire[Api], a macro generates an instance of Api by implementing each method using the provided transport:
new Api {
def fun(a: Int, b: String)(c: Double): F[Int] = {
// serialize arguments
// call RequestTransport transport with method path and arguments
// return deserialized response
}
}Currently scala-2 only.
In order to check the compatability of the client and server Api trait, you can calculate a checksum of your Api:
import sloth.ChecksumCalculator._
trait Api {
def fun(s: String): Int
}
val checksum:Int = checksumOf[Api]
The checksum of an Api trait is calculated from its Name and its methods (including names and types of parameters and result type).
- Type parameters on methods in the API trait are not supported.
- All public methods in an API trait need to return the same higher kinded result type.
- Your chosen serialization library needs to support serializing tuples, which are generated by the macro for the parameter lists of each method in the API trait. This is normally the case.