[SPARK-22830] Scala Coding style has been improved in Spark Examples

## What changes were proposed in this pull request?

* Under Spark Scala Examples: Some of the syntax were written like Java way, It has been re-written as per scala style guide.
* Most of all changes are followed to println() statement.

## How was this patch tested?

Since, All changes proposed are re-writing println statements in scala way, manual run used to test println.

Author: chetkhatri <ckhatrimanjal@gmail.com>

Closes #20016 from chetkhatri/scala-style-spark-examples.

Author: chetkhatri

examples/src/main/scala/org/apache/spark/examples/BroadcastTest.scala

@@ -42,7 +42,7 @@ object BroadcastTest {
     val arr1 = (0 until num).toArray
 
     for (i <- 0 until 3) {
-      println("Iteration " + i)
+      println(s"Iteration $i")
       println("===========")
       val startTime = System.nanoTime
       val barr1 = sc.broadcast(arr1)

examples/src/main/scala/org/apache/spark/examples/DFSReadWriteTest.scala

@@ -49,12 +49,10 @@ object DFSReadWriteTest {
   }
 
   private def printUsage(): Unit = {
-    val usage: String = "DFS Read-Write Test\n" +
-    "\n" +
-    "Usage: localFile dfsDir\n" +
-    "\n" +
-    "localFile - (string) local file to use in test\n" +
-    "dfsDir - (string) DFS directory for read/write tests\n"
+    val usage = """DFS Read-Write Test
+    |Usage: localFile dfsDir
+    |localFile - (string) local file to use in test
+    |dfsDir - (string) DFS directory for read/write tests""".stripMargin
 
     println(usage)
   }
@@ -69,13 +67,13 @@ object DFSReadWriteTest {
 
     localFilePath = new File(args(i))
     if (!localFilePath.exists) {
-      System.err.println("Given path (" + args(i) + ") does not exist.\n")
+      System.err.println(s"Given path (${args(i)}) does not exist")
       printUsage()
       System.exit(1)
     }
 
     if (!localFilePath.isFile) {
-      System.err.println("Given path (" + args(i) + ") is not a file.\n")
+      System.err.println(s"Given path (${args(i)}) is not a file")
       printUsage()
       System.exit(1)
     }
@@ -108,7 +106,7 @@ object DFSReadWriteTest {
       .getOrCreate()
 
     println("Writing local file to DFS")
-    val dfsFilename = dfsDirPath + "/dfs_read_write_test"
+    val dfsFilename = s"$dfsDirPath/dfs_read_write_test"
     val fileRDD = spark.sparkContext.parallelize(fileContents)
     fileRDD.saveAsTextFile(dfsFilename)
 
@@ -127,11 +125,11 @@ object DFSReadWriteTest {
     spark.stop()
 
     if (localWordCount == dfsWordCount) {
-      println(s"Success! Local Word Count ($localWordCount) " +
-        s"and DFS Word Count ($dfsWordCount) agree.")
+      println(s"Success! Local Word Count $localWordCount and " +
+        s"DFS Word Count $dfsWordCount agree.")
     } else {
-      println(s"Failure! Local Word Count ($localWordCount) " +
-        s"and DFS Word Count ($dfsWordCount) disagree.")
+      println(s"Failure! Local Word Count $localWordCount " +
+        s"and DFS Word Count $dfsWordCount disagree.")
     }
 
   }

examples/src/main/scala/org/apache/spark/examples/HdfsTest.scala

@@ -39,7 +39,7 @@ object HdfsTest {
       val start = System.currentTimeMillis()
       for (x <- mapped) { x + 2 }
       val end = System.currentTimeMillis()
-      println("Iteration " + iter + " took " + (end-start) + " ms")
+      println(s"Iteration $iter took ${end-start} ms")
     }
     spark.stop()
   }

examples/src/main/scala/org/apache/spark/examples/LocalALS.scala

@@ -129,8 +129,7 @@ object LocalALS {
       println(s"Iteration $iter:")
       ms = (0 until M).map(i => updateMovie(i, ms(i), us, R)).toArray
       us = (0 until U).map(j => updateUser(j, us(j), ms, R)).toArray
-      println("RMSE = " + rmse(R, ms, us))
-      println()
+      println(s"RMSE = ${rmse(R, ms, us)}")
     }
   }
 

examples/src/main/scala/org/apache/spark/examples/LocalFileLR.scala

@@ -58,10 +58,10 @@ object LocalFileLR {
 
     // Initialize w to a random value
     val w = DenseVector.fill(D) {2 * rand.nextDouble - 1}
-    println("Initial w: " + w)
+    println(s"Initial w: $w")
 
     for (i <- 1 to ITERATIONS) {
-      println("On iteration " + i)
+      println(s"On iteration $i")
       val gradient = DenseVector.zeros[Double](D)
       for (p <- points) {
         val scale = (1 / (1 + math.exp(-p.y * (w.dot(p.x)))) - 1) * p.y
@@ -71,7 +71,7 @@ object LocalFileLR {
     }
 
     fileSrc.close()
-    println("Final w: " + w)
+    println(s"Final w: $w")
   }
 }
 // scalastyle:on println

examples/src/main/scala/org/apache/spark/examples/LocalKMeans.scala

@@ -88,7 +88,7 @@ object LocalKMeans {
       kPoints.put(i, iter.next())
     }
 
-    println("Initial centers: " + kPoints)
+    println(s"Initial centers: $kPoints")
 
     while(tempDist > convergeDist) {
       val closest = data.map (p => (closestPoint(p, kPoints), (p, 1)))
@@ -114,7 +114,7 @@ object LocalKMeans {
       }
     }
 
-    println("Final centers: " + kPoints)
+    println(s"Final centers: $kPoints")
   }
 }
 // scalastyle:on println

examples/src/main/scala/org/apache/spark/examples/LocalLR.scala

@@ -61,10 +61,10 @@ object LocalLR {
     val data = generateData
     // Initialize w to a random value
     val w = DenseVector.fill(D) {2 * rand.nextDouble - 1}
-    println("Initial w: " + w)
+    println(s"Initial w: $w")
 
     for (i <- 1 to ITERATIONS) {
-      println("On iteration " + i)
+      println(s"On iteration $i")
       val gradient = DenseVector.zeros[Double](D)
       for (p <- data) {
         val scale = (1 / (1 + math.exp(-p.y * (w.dot(p.x)))) - 1) * p.y
@@ -73,7 +73,7 @@ object LocalLR {
       w -= gradient
     }
 
-    println("Final w: " + w)
+    println(s"Final w: $w")
   }
 }
 // scalastyle:on println

examples/src/main/scala/org/apache/spark/examples/LocalPi.scala

@@ -28,7 +28,7 @@ object LocalPi {
       val y = random * 2 - 1
       if (x*x + y*y <= 1) count += 1
     }
-    println("Pi is roughly " + 4 * count / 100000.0)
+    println(s"Pi is roughly ${4 * count / 100000.0}")
   }
 }
 // scalastyle:on println

examples/src/main/scala/org/apache/spark/examples/SimpleSkewedGroupByTest.scala

@@ -59,7 +59,7 @@ object SimpleSkewedGroupByTest {
     // Enforce that everything has been calculated and in cache
     pairs1.count
 
-    println("RESULT: " + pairs1.groupByKey(numReducers).count)
+    println(s"RESULT: ${pairs1.groupByKey(numReducers).count}")
     // Print how many keys each reducer got (for debugging)
     // println("RESULT: " + pairs1.groupByKey(numReducers)
     //                           .map{case (k,v) => (k, v.size)}

examples/src/main/scala/org/apache/spark/examples/SparkALS.scala

@@ -135,10 +135,8 @@ object SparkALS {
                 .map(i => update(i, usb.value(i), msb.value, Rc.value.transpose()))
                 .collect()
       usb = sc.broadcast(us) // Re-broadcast us because it was updated
-      println("RMSE = " + rmse(R, ms, us))
-      println()
+      println(s"RMSE = ${rmse(R, ms, us)}")
     }
-
     spark.stop()
   }