我正在嘗試使用sbt程序集來構建一個發送到spark-submit的胖罐子。但是,我似乎無法獲得正確的構建過程。sbt-assembly不包括依賴關係
我當前build.sbt是如下
name := "MyAppName"
version := "1.0"
scalaVersion := "2.10.6"
libraryDependencies ++= Seq(
"org.apache.spark" %% "spark-core" % "1.6.0" % "provided",
"org.apache.spark" %% "spark-mllib" % "1.6.0" % "provided",
"org.scalanlp" %% "breeze" % "0.12",
"org.scalanlp" %% "breeze-natives" % "0.12"
)
resolvers ++= Seq(
"Sonatype Snapshots" at "https://oss.sonatype.org/content/repositories/snapshots/"
)
運行SBT-sssembly產生一個罐子。然而,提交罐子後引發提交 spark-submit MyAppName-assembly-1.0.jar
(有已指定所以主類我假設它的好,我不指定類),以下異常得到投擲:
java.lang.NoSuchMethodError: breeze.linalg.DenseVector.noOffsetOrStride()Z
at breeze.linalg.DenseVector$canDotD$.apply(DenseVector.scala:629)
at breeze.linalg.DenseVector$canDotD$.apply(DenseVector.scala:626)
at breeze.linalg.ImmutableNumericOps$class.dot(NumericOps.scala:98)
at breeze.linalg.DenseVector.dot(DenseVector.scala:50)
at RunMe$.cosSimilarity(RunMe.scala:103)
at RunMe$$anonfun$4.apply(RunMe.scala:35)
at RunMe$$anonfun$4.apply(RunMe.scala:33)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:328)
at scala.collection.convert.Wrappers$IteratorWrapper.next(Wrappers.scala:30)
at org.spark-project.guava.collect.Ordering.leastOf(Ordering.java:658)
at org.apache.spark.util.collection.Utils$.takeOrdered(Utils.scala:37)
at org.apache.spark.rdd.RDD$$anonfun$takeOrdered$1$$anonfun$29.apply(RDD.scala:1377)
at org.apache.spark.rdd.RDD$$anonfun$takeOrdered$1$$anonfun$29.apply(RDD.scala:1374)
at org.apache.spark.rdd.RDD$$anonfun$mapPartitions$1$$anonfun$apply$20.apply(RDD.scala:710)
at org.apache.spark.rdd.RDD$$anonfun$mapPartitions$1$$anonfun$apply$20.apply(RDD.scala:710)
at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:306)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:270)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:66)
at org.apache.spark.scheduler.Task.run(Task.scala:89)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:213)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
at java.lang.Thread.run(Thread.java:745)
我對於scala和sbt世界來說相對較新,所以任何幫助都將不勝感激!
可能的重複? http://stackoverflow.com/questions/28459333/how-to-build-an-uber-jar-fat-jar-using-sbt-within-intellij-idea看看你的建議是否適用於你 – jm0
錯誤isn' t完全一樣,我的依賴沒有被包含在我的JAR中,但是沒有提交JAR來引發它自身的問題。 – vkuo
當你運行'assemblyPackageDependency'時,你應該得到一個名爲'MyAppName-assembly-1.0-deps.jar'的jar。這將包含你的代價。 – mfirry