spark提交scala代碼

目的：通過spark-submit提交scala代碼

scala代碼需要先編譯才能在spark上跑

工具：sbt

           下載地址sbt

 

正式開始

假設現在的地址是 /home/sparknode/scalacode，則需要先

mkdir -p src/main/scala

（路徑必須嚴格遵守，少一個都不行）

然後在  /home/sparknode/scalacode/src/main/scala   下創建 wordCount.scala

#wordcount程序
import org.apache.spark.{SparkConf,SparkContext}

object wordCount{
    def main(args:Array[String]){
        val conf = new SparkConf().setAppName("wordCount").setMaster("local")
        val sc = new SparkContext(conf)
        val lines = sc.textFile("file:///home/sparknode/桌面/word.txt")
        val words = lines.flatMap(_.split(" ")).filter(word => word != "")
        val pairs = words.map(word => (word,1))
        val wordscount = pairs.reduceByKey(_ + _ )
        wordscount.collect.foreach(println)
        sc.stop()
    }
}

然後回到/home/sparknode/scalacode，創建sample.sbt

#修改自己的scala和spark版本
name := "Simple Project"
version := "1.0"
scalaVersion := "2.11.6"
libraryDependencies += "org.apache.spark" %% "spark-core" % "2.3.2"

之後在/home/sparknode/scalacode 

sbt的安裝地址/bin/sbt package

此時完成了編譯，生成了simple-project_2.11-1.0.jar。

在spark上運行

spark-submit --class "wordCount" --master local /home/sparknode/scalacode/target/scala-2.11/simple-project_2.11-1.0.jar

這裏的 --class 爲 wordCount.scala的主類名