1. 程式人生 > >Spark-分組TOPN演算法:

Spark-分組TOPN演算法:

該資料集都為:“http://bigdata.edu360.cn/laozhou” 這個樣子,要求的就是最受歡迎的老師
分組TOPN演算法:

object FavTeacher {
  def main(args: Array[String]): Unit = {
    val conf = new SparkConf().setAppName("FavTeacher").setMaster("local")
    val sc = new SparkContext(conf)
    //指定以後從哪裡讀取資料
    val lines = sc.textFile(args(0))
    //整理資料
    val teacherAndOne = lines.map(line => {
      //val line = "http://bigdata.edu360.cn/laozhou"
      val conSubject = line.split("/")(2)
      val subject =conSubject.split("[.]")(0)
      val teacher = line.split("/")(3)
      (teacher, 1)
    })
    //聚合
    val reduced = teacherAndOne.reduceByKey(_+_)
    //排序
    val sorted = reduced.sortBy(_._2, false)
    //觸發Action執行計算
    val result = sorted.collect()
    //列印
    println(result.toBuffer)
    sc.stop()
  }
}