Q:

Akka Stream test flow when Supervision.Resume implemented

I recently implemented an akka-stream flow which parse some json messages, validate the presence of a given key (destination_region) and pass to the next stage a case class containing the original message and the destination_region string.
I implemented a custom decider so that in case it face any parsing or key error, it will trigger Supervision.Resume after logging the exception.
A minimalistic implementation would look like:
package com.example.stages

import com.example.helpers.EitherHelpers._
/*
import scala.concurrent.Future
import scala.util.{Failure, Success, Try}

object EitherHelpers {
  implicit class ErrorEither[L <: Throwable, R](val either: Either[L, R]) extends AnyVal {
    def asFuture: Future[R] = either.fold(Future.failed, Future.successful)
    def asTry: Try[R]       = either.fold(Failure.apply, Success.apply)
  }
}
*/

import scala.concurrent.ExecutionContext

import akka.NotUsed
import akka.stream.scaladsl.Flow
import akka.stream.ActorAttributes.supervisionStrategy
import akka.stream.Supervision

import software.amazon.awssdk.services.sqs.model.Message

import io.circe.parser.parse
import io.circe.{DecodingFailure, ParsingFailure}

object MessageContentValidationFlow {
  def apply()(
      implicit executionContext: ExecutionContext): Flow[Message, MessageWithRegion, NotUsed] = {
    val customDecider: Supervision.Decider = {
      case e @ (_: DecodingFailure | _: ParsingFailure) => {
        println(e)
        Supervision.Resume
      }
      case _ => Supervision.Stop
    }
    Flow[Message]
      .mapAsync[MessageWithRegion](2) { message =>
        println(s"Received message: $message")
        val messageWithRegion = for {
          parsed <- parse(message.body()).asFuture
          region <- parsed.hcursor.downField("destination_region").as[String].asFuture
        } yield { MessageWithRegion(message, region) }
        messageWithRegion
      }
      .withAttributes(supervisionStrategy(customDecider))
  }
}

case class MessageWithRegion(message: Message, region: String)

I managed to test the case where the message is valid, however I have not clue about how to test the flow in case of ParsingFailure or DecodingFailure. I have tried almost all methods available for sub in the implementation below:
package com.example.stages

import akka.actor.ActorSystem
import akka.stream.ActorMaterializer
import akka.stream.scaladsl.Keep
import akka.stream.testkit.scaladsl.{TestSink, TestSource}
import io.circe.generic.JsonCodec, io.circe.syntax._
import io.circe.generic.auto._

import software.amazon.awssdk.services.sqs.model.Message
import org.scalatest.FlatSpec

@JsonCodec case class MessageBody(destination_region: String)

class MessageContentValidationFlowSpecs extends FlatSpec {
    implicit val system       = ActorSystem("MessageContentValidationFlow")
    implicit val materializer = ActorMaterializer()
    implicit val executionContext = system.dispatcher

    val (pub, sub) = TestSource.probe[Message]
        .via(MessageContentValidationFlow())
        .toMat(TestSink.probe[MessageWithRegion])(Keep.both)
        .run()

    "MessageContentValidationFlow" should "process valid messages" in {
        val validRegion = "eu-west-1"
        val msgBody = MessageBody(validRegion).asJson.toString()
        val validMessage = Message.builder().body(msgBody).build()

        sub.request(n = 1)
        pub.sendNext(validMessage)

        val expectedMessageWithRegion = MessageWithRegion(
          message = validMessage,
          region = validRegion
        )
        assert(sub.requestNext() == expectedMessageWithRegion)
    }

    ignore should "trigger Supervision.Resume with empty messages" in {
      val emptyMessage = Message.builder().body("").build()
      assert(emptyMessage.body() == "")

      sub.request(n = 1)
      pub.sendNext(emptyMessage)
      sub.expectComplete()
    }
}

Does anyone know how to test that Supervision.Resume was triggered and which exception was caught by the custom decider?

A:

Since Supervision.Resume drops erroneous elements and continues processing the stream, one way to test that supervision strategy is to run a stream that contains a mix of "good" and "bad" elements and confirm whether the materialized value consists of only the "good" elements. For example:
import akka.actor._
import akka.stream._
import akka.stream.scaladsl._

import org.scalatest._

import scala.concurrent._
import scala.concurrent.duration._

class MyTest extends FlatSpec with Matchers {

  implicit val system = ActorSystem("MyTest")
  implicit val materializer = ActorMaterializer()

  val resumingFlow = Flow[Int].map {
    case 2 => throw new RuntimeException("bad number")
    case i => i
  }.withAttributes(ActorAttributes.supervisionStrategy(Supervision.resumingDecider))

  "resumingFlow" should "drop the number 2" in {
    val result: collection.immutable.Seq[Int] =
      Await.result(Source((1 to 5).toSeq).via(resumingFlow).runWith(Sink.seq), 5.seconds)

    result should be (List(1, 3, 4, 5))
  }
}

In your case, create a stream that has valid Message objects and at least one invalid Message object.

