I am trying to check with testcontainers a streaming pipeline as a integration test but I don´t know how get bootstrapServers, at least in last testcontainers version and create a specific topic there. How can I use 'containerDef' to extract bootstrapservers and add a topic?
import com.dimafeng.testcontainers.{ContainerDef, KafkaContainer}
import com.dimafeng.testcontainers.scalatest.TestContainerForAll
import munit.FunSuite
import org.apache.spark.sql.SparkSession
class Mykafkatest extends FunSuite with TestContainerForAll {
//val kafkaContainer: KafkaContainer = KafkaContainer("confluentinc/cp-kafka:5.4.3")
override val containerDef: ContainerDef = KafkaContainer.Def()
test("do something")(withContainers { container =>
val sparkSession: SparkSession = SparkSession
.builder()
.master("local[*]")
.appName("Unit testing")
.getOrCreate()
// How add a topic in that container?
// This is not posible:
val servers=container.bootstrapServers
val df = sparkSession.readStream
.format("kafka")
.option("kafka.bootstrap.servers", servers)
.option("subscribe", "topic1")
.load()
df.show(false)
})
}
My sbt configuration:
lazy val root = project
.in(file("./pipeline"))
.settings(
organization := "org.example",
name := "spark-stream",
version := "0.1",
scalaVersion := "2.12.10",
libraryDependencies := Seq(
"org.apache.spark" %% "spark-sql-kafka-0-10" % "3.0.3" % Compile,
"org.apache.spark" %% "spark-sql" % "3.0.3" % Compile,
"com.dimafeng" %% "testcontainers-scala-munit" % "0.39.5" % Test,
"org.dimafeng" %% "testcontainers-scala-kafka" % "0.39.5" % Test,
"org.scalameta" %% "munit" % "0.7.28" % Test
),
testFrameworks += new TestFramework("munit.Framework"),
Test / fork := true
)
Documentation does not show a complete example: https://www.testcontainers.org/modules/kafka/
The only problem here is that you are explicitly casting that KafkaContainer.Def
to ContainerDef
.
The type of container provided by withContianers
, Containter
is decided by path dependent type
in provided ContainerDef
,
trait TestContainerForAll extends TestContainersForAll { self: Suite =>
val containerDef: ContainerDef
final override type Containers = containerDef.Container
override def startContainers(): containerDef.Container = {
containerDef.start()
}
// inherited from TestContainersSuite
def withContainers[A](runTest: Containers => A): A = {
val c = startedContainers.getOrElse(throw IllegalWithContainersCall())
runTest(c)
}
}
trait ContainerDef {
type Container <: Startable with Stoppable
protected def createContainer(): Container
def start(): Container = {
val container = createContainer()
container.start()
container
}
}
The moment you explicitly specify the type ContainerDef
in override val containerDef: ContainerDef = KafkaContainer.Def()
, this breaks the whole "type trickery" and thus Scala compiler is left with a type Container <: Startable with Stoppable
instead of a KafkaContainer
.
So, just remove that explicit type cast to ContainerDef
, and that val servers = container.bootstrapServers
will work as expected.
import com.dimafeng.testcontainers.KafkaContainer
import com.dimafeng.testcontainers.munit.TestContainerForAll
import munit.FunSuite
class Mykafkatest extends FunSuite with TestContainerForAll {
override val containerDef = KafkaContainer.Def()
test("do something")(withContainers { container =>
//...
val servers = container.bootstrapServers
println(servers)
//...
})
}