Quadtree/Quadtree.cs

440 lines
17 KiB
C#

using BoundingBox;
using System.Collections.Generic;
using System.Numerics;
namespace Quadtree
{
/// <summary>
/// <para>Quadtree for fast add, remove, and query of world objects. The world size does not have to be known in
/// advance, instead the boundaries will be determined dynamically as objects are added.</para>
/// <para>Objects are expected to have similar size, and to be somewhat small in relation to the distances in
/// between them. This allows simple queries. If very large objects would have to be stored, it could become
/// necessary to store objects not in a single leaf, but in each leaf they overlap.</para>
/// </summary>
/// <typeparam name="T">Type of the reference to a world object.</typeparam>
// TODO: Support for moving objects without having to remove and re-add them.
// TODO: Add method to prune empty leaves. An empty leaf is not removed automatically when its last object is removed.
// TODO: Add unit tests.
public class Quadtree
{
/// <summary>
/// Maximum number of items in a leaf vertex before it is split, unless the depth of the leaf is greater or
/// equal to the maximum tree depth.
/// </summary>
private readonly int m_maxLeafSize;
/// <summary>
/// Maximum depth of the quadtree, that is the maximum allowed length of the path from the root to a new leaf
/// when determining whether a leaf vertex may be split.
/// </summary>
private readonly int m_maxTreeDepth;
/// <summary>
/// The list of quadtree vertices. The root vertex is always the first item. The four child vertices of a branch
/// are always created together and stored contiguously.
/// </summary>
private readonly List<QuadtreeVertex> m_vertices;
/// <summary>
/// The list of all items stored in the quadtree.
/// </summary>
private readonly List<QuadtreeItem<IWorldObject>> m_items;
private BoundingBox2 m_rootBoundingBox;
/// <summary>
/// The maximum bounding radius of all stored objects, used to inflate the bounding box for queries.
/// </summary>
private float m_maxObjectRadius;
private Stack<QuadtreeQuery> _queryStack;
public Quadtree(int maxLeafSize, int maxTreeDepth)
{
m_maxLeafSize = maxLeafSize;
m_maxTreeDepth = maxTreeDepth;
m_vertices = new List<QuadtreeVertex>() { new QuadtreeVertex(-1, 0) };
m_items = new List<QuadtreeItem<IWorldObject>>();
m_rootBoundingBox = new BoundingBox2(Vector2.Zero, Vector2.Zero);
m_maxObjectRadius = 0f;
_queryStack = new Stack<QuadtreeQuery>();
}
public void Add(IWorldObject obj)
{
var itemIndex = m_items.Count;
m_items.Add(new QuadtreeItem<IWorldObject>(obj));
if (m_maxObjectRadius < obj.BoundingRadius)
{
m_maxObjectRadius = obj.BoundingRadius;
}
if (m_vertices.Count == 1 && m_vertices[0].ChildCount < m_maxLeafSize)
{
// Before doing any splitting, the initial quadtree root vertex is filled up in order to get a
// reasonable guess for what the world space is. This space can be expanded later if that assumption
// turns out to be false.
AddToRootLeaf(itemIndex);
}
else
{
// Expands the root until the new world object fits.
while (!m_rootBoundingBox.Contains(obj.Position))
{
ExpandRoot(obj.Position);
}
(int leafIndex, int depth, BoundingBox2 bounds) = FindLeaf(0, m_rootBoundingBox, 0, obj.Position);
while (m_vertices[leafIndex].ChildCount >= m_maxLeafSize && depth < m_maxTreeDepth)
{
// Splits the vertex and decends into one of the new leaves.
SplitLeaf(leafIndex, bounds);
(leafIndex, depth, bounds) = FindLeaf(leafIndex, bounds, depth, obj.Position);
}
AddToLeaf(leafIndex, itemIndex);
}
}
public bool Remove(IWorldObject obj)
{
// Finds the leaf that should contain the world object.
(int leafIndex, _, _) = FindLeaf(0, m_rootBoundingBox, 0, obj.Position);
// Tries to find the item of the world object.
int previous = -1;
int current = m_vertices[leafIndex].FirstChildIndex;
while (current != -1)
{
QuadtreeItem<IWorldObject> item = m_items[current];
if (item.WorldObject == obj)
{
// Removes the found item from the leaf vertex.
QuadtreeVertex leaf = m_vertices[leafIndex];
leaf.ChildCount--;
if (previous != -1)
{
m_items[previous] = new QuadtreeItem<IWorldObject>(m_items[previous].WorldObject, item.Next);
}
else
{
leaf.FirstChildIndex = item.Next;
}
m_vertices[leafIndex] = leaf;
// Removes the found item from the item list.
RemoveFromItems(current);
return true;
}
previous = current;
current = item.Next;
}
// World object was not found.
return false;
}
public void Query(BoundingBox2 box, List<IWorldObject> resultList)
{
BoundingBox2 inflatedBox = box;
inflatedBox.Expand(m_maxObjectRadius);
QueryProcessChildVertex(inflatedBox, box, 0, m_rootBoundingBox, resultList, _queryStack);
while (_queryStack.Count > 0)
{
QuadtreeQuery query = _queryStack.Pop();
int childIndex = m_vertices[query.VertexIndex].FirstChildIndex;
BoundingBox2 halfBounds = new BoundingBox2(query.VertexBounds.Center, query.VertexBounds.Max);
Vector2 halfSize = halfBounds.Size;
QueryProcessChildVertex(inflatedBox, box, childIndex++, halfBounds, resultList, _queryStack);
halfBounds.Translate(new Vector2(-halfSize.X, 0f));
QueryProcessChildVertex(inflatedBox, box, childIndex++, halfBounds, resultList, _queryStack);
halfBounds.Translate(new Vector2(halfSize.X, -halfSize.Y));
QueryProcessChildVertex(inflatedBox, box, childIndex++, halfBounds, resultList, _queryStack);
halfBounds.Translate(new Vector2(-halfSize.X, 0f));
QueryProcessChildVertex(inflatedBox, box, childIndex, halfBounds, resultList, _queryStack);
}
}
public void Clear()
{
m_vertices.Clear();
m_vertices.Add(new QuadtreeVertex(-1, 0));
m_items.Clear();
m_rootBoundingBox = new BoundingBox2(Vector2.Zero, Vector2.Zero);
m_maxObjectRadius = 0f;
}
/// <summary>
/// Expands the root bounding box by turning the root into a child of a new root vertex.
/// </summary>
/// <param name="position">Position outside the root bounding box to be included in the quadtree.</param>
private void ExpandRoot(Vector2 position)
{
// Finds the new index for the old root vertex and expands the bounds.
QuadtreeVertex newRoot = new QuadtreeVertex(m_vertices.Count, -1);
int oldRootIndex = m_vertices.Count;
if (position.X > m_rootBoundingBox.Max.X)
{
oldRootIndex++;
m_rootBoundingBox.Max.X += m_rootBoundingBox.Max.X - m_rootBoundingBox.Min.X;
}
else
{
m_rootBoundingBox.Min.X += m_rootBoundingBox.Min.X - m_rootBoundingBox.Max.X;
}
if (position.Y > m_rootBoundingBox.Max.Y)
{
oldRootIndex += 2;
m_rootBoundingBox.Max.Y += m_rootBoundingBox.Max.Y - m_rootBoundingBox.Min.Y;
}
else
{
m_rootBoundingBox.Min.Y += m_rootBoundingBox.Min.Y - m_rootBoundingBox.Max.Y;
}
// Adds the new leaves and updates the old and new root.
for (int i = 0; i < 4; i++)
{
if (oldRootIndex == m_vertices.Count)
{
m_vertices.Add(m_vertices[0]);
}
else
{
m_vertices.Add(new QuadtreeVertex(-1, 0));
}
}
m_vertices[0] = newRoot;
}
private void AddToRootLeaf(int itemIndex)
{
Vector2 position = m_items[itemIndex].WorldObject.Position;
if (m_vertices[0].ChildCount == 0)
{
m_vertices[0] = new QuadtreeVertex(itemIndex, 1);
m_rootBoundingBox.Min = (m_rootBoundingBox.Max = position);
}
else
{
var item = m_items[itemIndex];
item.Next = m_vertices[0].FirstChildIndex;
m_items[itemIndex] = item;
m_vertices[0] = new QuadtreeVertex(itemIndex, m_vertices[0].ChildCount + 1);
IncludeInBoundingBox(ref m_rootBoundingBox, position);
}
}
private void AddToLeaf(int leafIndex, int itemIndex)
{
int next;
if (m_vertices[leafIndex].ChildCount == 0)
{
next = -1;
m_vertices[leafIndex] = new QuadtreeVertex(itemIndex, 1);
}
else
{
next = m_vertices[leafIndex].FirstChildIndex;
m_vertices[leafIndex] = new QuadtreeVertex(itemIndex, m_vertices[leafIndex].ChildCount + 1);
}
m_items[itemIndex] = new QuadtreeItem<IWorldObject>(m_items[itemIndex].WorldObject, next);
}
private void SplitLeaf(int leafIndex, BoundingBox2 leafBounds)
{
// Splits the leaf vertex by turning it into a branch and adding four new leaves.
var oldLeaf = m_vertices[leafIndex];
m_vertices[leafIndex] = new QuadtreeVertex(m_vertices.Count, -1);
m_vertices.Add(new QuadtreeVertex(-1, 0));
m_vertices.Add(new QuadtreeVertex(-1, 0));
m_vertices.Add(new QuadtreeVertex(-1, 0));
m_vertices.Add(new QuadtreeVertex(-1, 0));
// Distributes the existing items over the new leaves.
var center = leafBounds.Center;
int next = oldLeaf.FirstChildIndex;
while (next != -1)
{
var item = m_items[next];
int newLeafIndex = FindNextVertex(leafIndex, center, item.WorldObject.Position);
AddToLeaf(newLeafIndex, next);
next = item.Next;
}
}
private int FindNextVertex(int vertexIndex, Vector2 boundsCenter, Vector2 position)
{
vertexIndex = m_vertices[vertexIndex].FirstChildIndex;
if (position.X < boundsCenter.X)
{
vertexIndex++;
}
if (position.Y < boundsCenter.Y)
{
vertexIndex += 2;
}
return vertexIndex;
}
private (int leafIndex, int depth, BoundingBox2 bounds) FindLeaf(int vertexIndex, BoundingBox2 bounds,
int depth, Vector2 position)
{
while (m_vertices[vertexIndex].ChildCount == -1)
{
depth++;
var center = bounds.Center;
vertexIndex = m_vertices[vertexIndex].FirstChildIndex;
if (position.X < center.X)
{
vertexIndex++;
bounds.Max.X = center.X;
}
else
{
bounds.Min.X = center.X;
}
if (position.Y < center.Y)
{
vertexIndex += 2;
bounds.Max.Y = center.Y;
}
else
{
bounds.Min.Y = center.Y;
}
}
return (vertexIndex, depth, bounds);
}
private void QueryProcessChildVertex(BoundingBox2 inflatedBox, BoundingBox2 box, int vertexIndex,
BoundingBox2 vertexBounds, List<IWorldObject> resultList, Stack<QuadtreeQuery> stack)
{
switch (inflatedBox.Intersects(vertexBounds))
{
case IntersectionType.Contains:
if (m_vertices[vertexIndex].ChildCount == -1)
{
// Found contained vertex, appends items of all child vertices.
QueryAppendContainedItems(vertexIndex, box, resultList);
}
else
{
// Found leaf, appends items.
QueryAppendContainedLeafItems(vertexIndex, box, resultList);
}
break;
case IntersectionType.Intersects:
if (m_vertices[vertexIndex].ChildCount == -1)
{
// Branches the query.
stack.Push(new QuadtreeQuery(vertexIndex, vertexBounds));
}
else
{
// Found leaf, appends items.
QueryAppendContainedLeafItems(vertexIndex, box, resultList);
}
break;
}
}
private void QueryAppendContainedItems(int vertexIndex, BoundingBox2 box, List<IWorldObject> resultList)
{
// TODO: Stack as reused member variable?
Stack<int> stack = new Stack<int>();
stack.Push(vertexIndex);
while (stack.Count > 0)
{
int current = stack.Pop();
if (m_vertices[current].ChildCount == -1)
{
// Branches into all vertices until leaves are found.
int childIndex = m_vertices[current].FirstChildIndex;
stack.Push(childIndex++);
stack.Push(childIndex++);
stack.Push(childIndex++);
stack.Push(childIndex);
}
else
{
// Found leaf, appends items.
QueryAppendContainedLeafItems(current, box, resultList);
}
}
}
private void QueryAppendContainedLeafItems(int vertexIndex, BoundingBox2 box, List<IWorldObject> resultList)
{
int index = m_vertices[vertexIndex].FirstChildIndex;
while (index != -1)
{
IWorldObject obj = m_items[index].WorldObject;
if (box.Intersects(obj.BoundingBox) != IntersectionType.Disjoint)
{
resultList.Add(obj);
}
index = m_items[index].Next;
}
}
/// <summary>
/// Removes the found item from the item list. Since the list is being reordered for fast removal, the reference
/// to the relocated item has to be updated because its list index changes from "m_items.Count - 1" to "index".
/// </summary>
/// <param name="index">Index of the item to be removed.</param>
private void RemoveFromItems(int index)
{
m_items.RemoveUnorderedAt(index);
if (index != m_items.Count)
{
(int leafIndex, _, _) = FindLeaf(0, m_rootBoundingBox, 0, m_items[index].WorldObject.Position);
int current = m_vertices[leafIndex].FirstChildIndex;
if (current == m_items.Count)
{
m_vertices[leafIndex] = new QuadtreeVertex(index, m_vertices[leafIndex].ChildCount);
}
else
{
while (m_items[current].Next != m_items.Count)
{
current = m_items[current].Next;
}
m_items[current] = new QuadtreeItem<IWorldObject>(m_items[current].WorldObject, index);
}
}
}
/// <summary>
/// Slightly more efficient implementation of BoundingBox.Include(), assuming that Min.X <= Max.X,
/// Min.Z <= Max.Z, and all Y = 0.
/// </summary>
private void IncludeInBoundingBox(ref BoundingBox2 boundingBox, Vector2 position)
{
if (boundingBox.Min.X > position.X)
{
boundingBox.Min.X = position.X;
}
else if (boundingBox.Max.X < position.X)
{
boundingBox.Max.X = position.X;
}
if (boundingBox.Min.Y > position.Y)
{
boundingBox.Min.Y = position.Y;
}
else if (boundingBox.Max.Y < position.Y)
{
boundingBox.Max.Y = position.Y;
}
}
}
}