Exemple #1
0
  private boolean onTheRight(final Point2D point, final RectHV rect, final boolean vertical) {

    if (vertical) {
      return rect.xmin() > point.x();
    } else {
      return rect.ymin() > point.y();
    }
  }
Exemple #2
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  private boolean onTheLeft(final Point2D point, final RectHV rect, final boolean vertical) {

    if (vertical) {
      return rect.xmax() < point.x();
    } else {
      return rect.ymax() < point.y();
    }
  }
Exemple #3
0
 // all points that are inside the rectangle
 public Iterable<Point2D> range(RectHV rect) {
   if (root == null) {
     return new ArrayList<>();
   }
   requireNonNull(rect);
   final Point2D lower = new Point2D(rect.xmin(), rect.ymin());
   final Point2D higher = new Point2D(rect.xmax(), rect.ymax());
   return root.subSet(lower, higher);
 }
 // all points that are inside the rectangle
 public Iterable<Point2D> range(RectHV rect) {
   if (rect == null) throw new NullPointerException("rect");
   ArrayList<Point2D> rectPoints = new ArrayList<Point2D>();
   for (Point2D point : points) {
     if (rect.contains(point)) rectPoints.add(point);
   }
   return rectPoints;
 }
Exemple #5
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  private void findPoints(ArrayList<Point2D> r, RectHV rect, Node x) {
    if (!rect.intersects(x.rect)) {
      return;
    }

    if (rect.contains(x.p)) {
      r.add(x.p);
    }

    if (x.lb != null) {
      findPoints(r, rect, x.lb);
    }

    if (x.rt != null) {
      findPoints(r, rect, x.rt);
    }
  }
Exemple #6
0
 public boolean insert(Point2D p) {
   if (p.equals(value)) {
     return false;
   }
   if (onLeft(p)) {
     if (left == null) {
       final TreeNode treeNode = newNode(p, this);
       treeNode.rect =
           even
               ? new RectHV(rect.xmin(), rect.ymin(), value.x(), rect.ymax())
               : new RectHV(rect.xmin(), rect.ymin(), rect.xmax(), value.y());
       left = treeNode;
       return true;
     } else {
       return left.insert(p);
     }
   } else if (onRight(p)) {
     if (right == null) {
       TreeNode treeNode = newNode(p, this);
       treeNode.rect =
           even
               ? new RectHV(rect.xmin(), value.y(), rect.xmax(), rect.ymax())
               : new RectHV(rect.xmin(), value.y(), rect.xmax(), rect.ymax());
       right = treeNode;
       return true;
     } else {
       return right.insert(p);
     }
   }
   return false;
 }
Exemple #7
0
 // all points that are inside the rectangle
 public Iterable<Point2D> range(RectHV rect) {
   if (rect == null) throw new NullPointerException("RectHV cannot be null!");
   // Create a queue and fill it with points that are inside rect
   LinkedQueue<Point2D> q = new LinkedQueue<Point2D>();
   for (Point2D point : set) {
     if (rect.contains(point)) q.enqueue(point);
   }
   return q;
 }
Exemple #8
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 public void range(RectHV rect, List<Point2D> list) {
   if (left != null && left.rect.intersects(rect)) {
     left.range(rect, list);
   }
   if (rect.contains(value)) {
     list.add(value);
   }
   if (right != null && right.rect.intersects(rect)) {
     right.range(rect, list);
   }
 }
Exemple #9
0
  private void collect(TreeSet<Point2D> points, KdNode nd, RectHV rect) {
    if (nd == null) return;

    // Pruning, return if the box not intersect with that of the node
    if (!nd.rect.intersects(rect)) return;

    if (rect.contains(nd.point)) {
      points.add(nd.point);
    }

    collect(points, nd.left, rect);
    collect(points, nd.right, rect);
  }
Exemple #10
0
  private void range(
      final Node node, final RectHV rect, final Queue<Point2D> ranged, final boolean vertical) {

    if (node == null) {
      return;
    }

    if (rect.contains(node.key)) {
      ranged.enqueue(node.key);
      range(node.left, rect, ranged, !vertical);
      range(node.right, rect, ranged, !vertical);
    } else {
      if (onTheLeft(node.key, rect, vertical)) {
        range(node.left, rect, ranged, !vertical);
      } else if (onTheRight(node.key, rect, vertical)) {
        range(node.right, rect, ranged, !vertical);
      } else {
        range(node.left, rect, ranged, !vertical);
        range(node.right, rect, ranged, !vertical);
      }
    }
  }
  public static void main(String[] args) {

    In in = new In("/Users/eugene/Downloads/kdtree/horizontal8.txt");

    StdDraw.show(0);

    // initialize the data structures with N points from standard input
    // eugeneto.princeton.algorithm.exercises.week5.PointSET brute = new
    // eugeneto.princeton.algorithm.exercises.week5.PointSET();
    KdTree kdtree = new KdTree();
    while (!in.isEmpty()) {
      double x = in.readDouble();
      double y = in.readDouble();
      Point2D p = new Point2D(x, y);
      kdtree.insert(p);
      // brute.insert(p);
    }

    double x0 = 0.0, y0 = 0.0; // initial endpoint of rectangle
    double x1 = 0.0, y1 = 0.0; // current location of mouse
    boolean isDragging = false; // is the user dragging a rectangle

    // draw the points
    StdDraw.clear();
    StdDraw.setPenColor(StdDraw.BLACK);
    StdDraw.setPenRadius(.01);
    kdtree.draw();

    while (true) {
      StdDraw.show(40);

      // user starts to drag a rectangle
      if (StdDraw.mousePressed() && !isDragging) {
        x0 = StdDraw.mouseX();
        y0 = StdDraw.mouseY();
        isDragging = true;
        continue;
      }

      // user is dragging a rectangle
      else if (StdDraw.mousePressed() && isDragging) {
        x1 = StdDraw.mouseX();
        y1 = StdDraw.mouseY();
        continue;
      }

      // mouse no longer pressed
      else if (!StdDraw.mousePressed() && isDragging) {
        isDragging = false;
      }

      RectHV rect =
          new RectHV(Math.min(x0, x1), Math.min(y0, y1), Math.max(x0, x1), Math.max(y0, y1));
      // draw the points
      StdDraw.clear();
      StdDraw.setPenColor(StdDraw.BLACK);
      StdDraw.setPenRadius(.01);
      kdtree.draw();

      // draw the rectangle
      StdDraw.setPenColor(StdDraw.BLACK);
      StdDraw.setPenRadius();
      rect.draw();

      // draw the range search results for brute-force data structure in red
      StdDraw.setPenRadius(.03);
      StdDraw.setPenColor(StdDraw.RED);
      for (Point2D p : kdtree.range(rect)) p.draw();

      // draw the range search results for kd-tree in blue
      StdDraw.setPenRadius(.02);
      StdDraw.setPenColor(StdDraw.BLUE);
      for (Point2D p : kdtree.range(rect)) p.draw();

      StdDraw.show(40);
    }
  }