Data commit

Task/Closest-pair-problem/Scala/closest-pair-problem.scala

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+import scala.collection.mutable.ListBuffer
+import scala.util.Random
+
+object ClosestPair {
+  case class Point(x: Double, y: Double){
+    def distance(p: Point) = math.hypot(x-p.x, y-p.y)
+
+    override def toString = "(" + x + ", " + y + ")"
+  }
+
+  case class Pair(point1: Point, point2: Point) {
+    val distance: Double = point1 distance point2
+
+    override def toString = {
+      point1 + "-" + point2 + " : " + distance
+    }
+  }
+
+  def sortByX(points: List[Point]) = {
+    points.sortBy(point => point.x)
+  }
+
+  def sortByY(points: List[Point]) = {
+    points.sortBy(point => point.y)
+  }
+
+  def divideAndConquer(points: List[Point]): Pair = {
+    val pointsSortedByX = sortByX(points)
+    val pointsSortedByY = sortByY(points)
+
+    divideAndConquer(pointsSortedByX, pointsSortedByY)
+  }
+
+  def bruteForce(points: List[Point]): Pair = {
+    val numPoints = points.size
+    if (numPoints < 2)
+      return null
+    var pair = Pair(points(0), points(1))
+    if (numPoints > 2) {
+      for (i <- 0 until numPoints - 1) {
+        val point1 = points(i)
+        for (j <- i + 1 until numPoints) {
+          val point2 = points(j)
+          val distance = point1 distance point2
+          if (distance < pair.distance)
+            pair = Pair(point1, point2)
+        }
+      }
+    }
+    return pair
+  }
+
+
+  private def divideAndConquer(pointsSortedByX: List[Point], pointsSortedByY: List[Point]): Pair = {
+    val numPoints = pointsSortedByX.size
+    if(numPoints <= 3) {
+      return bruteForce(pointsSortedByX)
+    }
+
+    val dividingIndex = numPoints >>> 1
+    val leftOfCenter = pointsSortedByX.slice(0, dividingIndex)
+    val rightOfCenter = pointsSortedByX.slice(dividingIndex, numPoints)
+
+    var tempList = leftOfCenter.map(x => x)
+    //println(tempList)
+    tempList = sortByY(tempList)
+    var closestPair = divideAndConquer(leftOfCenter, tempList)
+
+    tempList = rightOfCenter.map(x => x)
+    tempList = sortByY(tempList)
+
+    val closestPairRight = divideAndConquer(rightOfCenter, tempList)
+
+    if (closestPairRight.distance < closestPair.distance)
+      closestPair = closestPairRight
+
+    tempList = List[Point]()
+    val shortestDistance = closestPair.distance
+    val centerX = rightOfCenter(0).x
+
+    for (point <- pointsSortedByY) {
+      if (Math.abs(centerX - point.x) < shortestDistance)
+        tempList = tempList :+ point
+    }
+
+    closestPair = shortestDistanceF(tempList, shortestDistance, closestPair)
+    closestPair
+  }
+
+  private def shortestDistanceF(tempList: List[Point], shortestDistance: Double, closestPair: Pair ): Pair = {
+    var shortest = shortestDistance
+    var bestResult = closestPair
+    for (i <- 0 until tempList.size) {
+      val point1 = tempList(i)
+      for (j <- i + 1 until tempList.size) {
+        val point2 = tempList(j)
+        if ((point2.y - point1.y) >= shortestDistance)
+          return closestPair
+        val distance = point1 distance point2
+        if (distance < closestPair.distance)
+        {
+          bestResult = Pair(point1, point2)
+          shortest = distance
+        }
+      }
+    }
+
+    closestPair
+  }
+
+  def main(args: Array[String]) {
+    val numPoints = if(args.length == 0) 1000 else args(0).toInt
+
+    val points = ListBuffer[Point]()
+    val r = new Random()
+    for (i <- 0 until numPoints) {
+      points.+=:(new Point(r.nextDouble(), r.nextDouble()))
+    }
+    println("Generated " + numPoints + " random points")
+
+    var startTime = System.currentTimeMillis()
+    val bruteForceClosestPair = bruteForce(points.toList)
+    var elapsedTime = System.currentTimeMillis() - startTime
+    println("Brute force (" + elapsedTime + " ms): " + bruteForceClosestPair)
+
+    startTime = System.currentTimeMillis()
+    val dqClosestPair = divideAndConquer(points.toList)
+    elapsedTime = System.currentTimeMillis() - startTime
+    println("Divide and conquer (" + elapsedTime + " ms): " + dqClosestPair)
+    if (bruteForceClosestPair.distance != dqClosestPair.distance)
+      println("MISMATCH")
+  }
+}