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Saturday, October 12, 2019

Spark Unit Test First example using scalatest

package com.chapter16.SparkTesting
import org.scalatest.{ BeforeAndAfterAll, FunSuite }
import org.scalatest.Assertions._
import org.apache.spark.sql.SparkSession
import org.apache.spark.rdd.RDD
class wordCountTest2 extends FunSuite with BeforeAndAfterAll {
  var spark: SparkSession = null
  def tokenize(line: RDD[String]) = {
    line.map(x => x.split(' ')).collect()
  }
  override def beforeAll() {
    spark = SparkSession
      .builder
      .master("local[*]")
      .config("spark.sql.warehouse.dir", "E:/Exp/")
      .appName(s"OneVsRestExample")
      .getOrCreate()
  }  
  test("Test if two RDDs are equal") {
    val input = List("To be,", "or not to be:", "that is the question-", "William Shakespeare")
    val expected = Array(Array("To", "be,"), Array("or", "not", "to", "be:"), Array("that", "is", "the", "question-"), Array("William", "Shakespeare"))
    val transformed = tokenize(spark.sparkContext.parallelize(input))
    assert(transformed === expected)
  }  
  test("Test for word count RDD") {
    val fileName = "C:/Users/rezkar/Downloads/words.txt"
    val obj = new wordCountRDD
    val result = obj.prepareWordCountRDD(fileName, spark)    
    assert(result.count() === 214)
  }
  override def afterAll() {
    spark.stop()
  }
}

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