Question

我试图使用spark-testing-base对我的Spark流式代码进行单元测试。而且我在运行他们的sample-codes时遇到了麻烦。

这是我复制的代码段

导入com.holdenkarau.spark.testing.SharedSparkContext 导入org.scalatest.FunSuite

class SampleTest extends FunSuite with SharedSparkContext {
  test("test initializing spark context") {
    val list = List(1, 2, 3, 4)
    val rdd = sc.parallelize(list)

    assert(rdd.count === list.length)
  }
}

这是错误的堆栈跟踪。

18/10/19 02:08:01 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable

An exception or error caused a run to abort. 
java.lang.ExceptionInInitializerError
    at org.apache.spark.SparkContext.withScope(SparkContext.scala:701)
    at org.apache.spark.SparkContext.parallelize(SparkContext.scala:718)
    at com.myproject.SampleTest$$anonfun$1.apply(DStreamTransformSpec.scala:11)
    at com.myproject.analytic.SampleTest$$anonfun$1.apply(DStreamTransformSpec.scala:9)
    at org.scalatest.OutcomeOf$class.outcomeOf(OutcomeOf.scala:85)
    at org.scalatest.OutcomeOf$.outcomeOf(OutcomeOf.scala:104)

我包括我的build.sbt不确定是否有帮助。

version := "0.1"

scalaVersion := "2.11.12"

libraryDependencies += "org.apache.spark" %% "spark-streaming" % "2.2.0"
libraryDependencies += "org.apache.bahir" %% "spark-streaming-pubsub" % "2.2.0"
libraryDependencies += "com.typesafe.play" %% "play-json" % "2.6.7"
libraryDependencies += "com.google.cloud" % "google-cloud-datastore" % "1.40.0"
// For test
libraryDependencies += "org.scalactic" %% "scalactic" % "3.0.5"
libraryDependencies += "org.scalatest" %% "scalatest" % "3.0.5" % "test"
libraryDependencies += "com.holdenkarau" %% "spark-testing-base" % "2.2.0_0.10.0" % "test"

fork in Test := true
javaOptions ++= Seq("-Xms512M", "-Xmx2048M", "-XX:MaxPermSize=2048M", "-XX:+CMSClassUnloadingEnabled")

assemblyMergeStrategy in assembly := {
  case PathList("META-INF", xs @ _*) => MergeStrategy.discard
  case x => MergeStrategy.first
}

assemblyShadeRules in assembly := Seq(
  ShadeRule.rename("com.google.common.**" -> "repackaged.com.google.common.@1").inAll,
  ShadeRule.rename("com.google.protobuf.**" -> "repackaged.com.google.protobuf.@1").inAll
)

还有建议使用DStream进行测试的其他工具吗？

Answer 1

可能您已经忘记了？我在build.sbt中看不到它

parallelExecution in Test := false

带有Spark-Testing-Base的Scala Spark Streaming单元测试抛出错误

1 个答案: