namespace Pathfinding.RVO {
using UnityEngine;
using Pathfinding.ECS.RVO;
using Unity.Burst;
using Unity.Jobs;
using Unity.Mathematics;
using Unity.Collections;
using Pathfinding.Drawing;
///
/// Quadtree for quick nearest neighbour search of rvo agents.
/// See: Pathfinding.RVO.Simulator
///
public struct RVOQuadtreeBurst {
const int LeafSize = 16;
const int MaxDepth = 10;
NativeArray agents;
NativeArray childPointers;
NativeArray boundingBoxBuffer;
NativeArray agentCountBuffer;
NativeArray agentPositions;
NativeArray agentRadii;
NativeArray maxSpeeds;
NativeArray maxRadius;
NativeArray nodeAreas;
MovementPlane movementPlane;
const int LeafNodeBit = 1 << 30;
const int BitPackingShift = 15;
const int BitPackingMask = (1 << BitPackingShift) - 1;
const int MaxAgents = BitPackingMask;
///
/// For a given number, contains the index of the first non-zero bit.
/// Only the values 0 through 15 are used when movementPlane is XZ or XY.
///
/// Use bytes instead of ints to save some precious L1 cache memory.
///
static readonly byte[] ChildLookup = new byte[256];
static RVOQuadtreeBurst() {
for (int v = 0; v < 256; v++) {
for (int i = 0; i < 8; i++) {
if (((v >> i) & 0x1) != 0) {
ChildLookup[v] = (byte)i;
break;
}
}
}
}
public Rect bounds {
get {
return boundingBoxBuffer.IsCreated ? Rect.MinMaxRect(boundingBoxBuffer[0].x, boundingBoxBuffer[0].y, boundingBoxBuffer[1].x, boundingBoxBuffer[1].y) : new Rect();
}
}
static int InnerNodeCountUpperBound (int numAgents, MovementPlane movementPlane) {
// Every LeafSize number of nodes can cause a split at most MaxDepth
// number of times. Each split needs 4 (or 8) units of space.
// Round the value up by adding LeafSize-1 to the numerator.
// This is an upper bound. Most likely the tree will contain significantly fewer nodes.
return ((movementPlane == MovementPlane.Arbitrary ? 8 : 4) * MaxDepth * numAgents + LeafSize-1)/LeafSize;
}
public void Dispose () {
agents.Dispose();
childPointers.Dispose();
boundingBoxBuffer.Dispose();
agentCountBuffer.Dispose();
maxSpeeds.Dispose();
maxRadius.Dispose();
nodeAreas.Dispose();
agentPositions.Dispose();
agentRadii.Dispose();
}
void Reserve (int minSize) {
if (!boundingBoxBuffer.IsCreated) {
boundingBoxBuffer = new NativeArray(4, Allocator.Persistent);
agentCountBuffer = new NativeArray(1, Allocator.Persistent);
}
// Create a new agent's array. Round up to nearest multiple multiple of 2 to avoid re-allocating often if the agent count slowly increases
int roundedAgents = math.ceilpow2(minSize);
Util.Memory.Realloc(ref agents, roundedAgents, Allocator.Persistent, NativeArrayOptions.ClearMemory);
Util.Memory.Realloc(ref agentPositions, roundedAgents, Allocator.Persistent, NativeArrayOptions.ClearMemory);
Util.Memory.Realloc(ref agentRadii, roundedAgents, Allocator.Persistent, NativeArrayOptions.ClearMemory);
Util.Memory.Realloc(ref childPointers, InnerNodeCountUpperBound(roundedAgents, movementPlane), Allocator.Persistent, NativeArrayOptions.ClearMemory);
Util.Memory.Realloc(ref maxSpeeds, childPointers.Length, Allocator.Persistent, NativeArrayOptions.ClearMemory);
Util.Memory.Realloc(ref nodeAreas, childPointers.Length, Allocator.Persistent, NativeArrayOptions.ClearMemory);
Util.Memory.Realloc(ref maxRadius, childPointers.Length, Allocator.Persistent, NativeArrayOptions.ClearMemory);
}
public JobBuild BuildJob (NativeArray agentPositions, NativeArray agentVersions, NativeArray agentSpeeds, NativeArray agentRadii, int numAgents, MovementPlane movementPlane) {
if (numAgents >= MaxAgents) throw new System.Exception("Too many agents. Cannot have more than " + MaxAgents);
Reserve(numAgents);
this.movementPlane = movementPlane;
return new JobBuild {
agents = agents,
agentVersions = agentVersions,
agentPositions = agentPositions,
agentSpeeds = agentSpeeds,
agentRadii = agentRadii,
outMaxSpeeds = maxSpeeds,
outMaxRadius = maxRadius,
outArea = nodeAreas,
outAgentRadii = this.agentRadii, // Will be copied. These are copied so that the quadtree remains in a valid state even after new agents have been added/removed. This is important for the QueryArea method which may be called at any time.
outAgentPositions = this.agentPositions, // Will be copied
outBoundingBox = boundingBoxBuffer,
outAgentCount = agentCountBuffer,
outChildPointers = childPointers,
numAgents = numAgents,
movementPlane = movementPlane,
};
}
[BurstCompile(CompileSynchronously = true, FloatMode = FloatMode.Fast)]
public struct JobBuild : IJob {
/// Length should be greater or equal to agentPositions.Length
public NativeArray agents;
[ReadOnly]
public NativeArray agentPositions;
[ReadOnly]
public NativeArray agentVersions;
[ReadOnly]
public NativeArray agentSpeeds;
[ReadOnly]
public NativeArray agentRadii;
/// Should have size 2
[WriteOnly]
public NativeArray outBoundingBox;
/// Should have size 1
[WriteOnly]
public NativeArray outAgentCount;
/// Should have size: InnerNodeCountUpperBound(numAgents)
public NativeArray outChildPointers;
/// Should have size: InnerNodeCountUpperBound(numAgents)
public NativeArray outMaxSpeeds;
/// Should have size: InnerNodeCountUpperBound(numAgents)
public NativeArray outMaxRadius;
/// Should have size: InnerNodeCountUpperBound(numAgents)
public NativeArray outArea;
[WriteOnly]
public NativeArray outAgentPositions;
[WriteOnly]
public NativeArray outAgentRadii;
public int numAgents;
public MovementPlane movementPlane;
static int Partition (NativeSlice indices, int startIndex, int endIndex, NativeSlice coordinates, float splitPoint) {
for (int i = startIndex; i < endIndex; i++) {
if (coordinates[indices[i]] > splitPoint) {
endIndex--;
var tmp = indices[i];
indices[i] = indices[endIndex];
indices[endIndex] = tmp;
i--;
}
}
return endIndex;
}
void BuildNode (float3 boundsMin, float3 boundsMax, int depth, int agentsStart, int agentsEnd, int nodeOffset, ref int firstFreeChild) {
if (agentsEnd - agentsStart > LeafSize && depth < MaxDepth) {
if (movementPlane == MovementPlane.Arbitrary) {
// Split the node into 8 equally sized (by volume) child nodes
var xs = new NativeSlice(agentPositions).SliceWithStride(0);
var ys = new NativeSlice(agentPositions).SliceWithStride(4);
var zs = new NativeSlice(agentPositions).SliceWithStride(8);
float3 boundsMid = (boundsMin + boundsMax) * 0.5f;
int s0 = agentsStart;
int s8 = agentsEnd;
int s4 = Partition(agents, s0, s8, xs, boundsMid.x);
int s2 = Partition(agents, s0, s4, ys, boundsMid.y);
int s6 = Partition(agents, s4, s8, ys, boundsMid.y);
int s1 = Partition(agents, s0, s2, zs, boundsMid.z);
int s3 = Partition(agents, s2, s4, zs, boundsMid.z);
int s5 = Partition(agents, s4, s6, zs, boundsMid.z);
int s7 = Partition(agents, s6, s8, zs, boundsMid.z);
// Note: guaranteed to be large enough
int childIndex = firstFreeChild;
outChildPointers[nodeOffset] = childIndex;
firstFreeChild += 8;
// x y z
// low low low
// low low high
// low high low
// low high high
// high low low
// high low high
// high high low
// high high high
var min = boundsMin;
var mid = boundsMid;
var max = boundsMax;
BuildNode(new float3(min.x, min.y, min.z), new float3(mid.x, mid.y, mid.z), depth + 1, s0, s1, childIndex + 0, ref firstFreeChild);
BuildNode(new float3(min.x, min.y, mid.z), new float3(mid.x, mid.y, max.z), depth + 1, s1, s2, childIndex + 1, ref firstFreeChild);
BuildNode(new float3(min.x, mid.y, min.z), new float3(mid.x, max.y, mid.z), depth + 1, s2, s3, childIndex + 2, ref firstFreeChild);
BuildNode(new float3(min.x, mid.y, mid.z), new float3(mid.x, max.y, max.z), depth + 1, s3, s4, childIndex + 3, ref firstFreeChild);
BuildNode(new float3(mid.x, min.y, min.z), new float3(max.x, mid.y, mid.z), depth + 1, s4, s5, childIndex + 4, ref firstFreeChild);
BuildNode(new float3(mid.x, min.y, mid.z), new float3(max.x, mid.y, max.z), depth + 1, s5, s6, childIndex + 5, ref firstFreeChild);
BuildNode(new float3(mid.x, mid.y, min.z), new float3(max.x, max.y, mid.z), depth + 1, s6, s7, childIndex + 6, ref firstFreeChild);
BuildNode(new float3(mid.x, mid.y, mid.z), new float3(max.x, max.y, max.z), depth + 1, s7, s8, childIndex + 7, ref firstFreeChild);
} else if (movementPlane == MovementPlane.XY) {
// Split the node into 4 equally sized (by area) child nodes
var xs = new NativeSlice(agentPositions).SliceWithStride(0);
var ys = new NativeSlice(agentPositions).SliceWithStride(4);
float3 boundsMid = (boundsMin + boundsMax) * 0.5f;
int s0 = agentsStart;
int s4 = agentsEnd;
int s2 = Partition(agents, s0, s4, xs, boundsMid.x);
int s1 = Partition(agents, s0, s2, ys, boundsMid.y);
int s3 = Partition(agents, s2, s4, ys, boundsMid.y);
// Note: guaranteed to be large enough
int childIndex = firstFreeChild;
outChildPointers[nodeOffset] = childIndex;
firstFreeChild += 4;
// x y
// low low
// low high
// high low
// high high
BuildNode(new float3(boundsMin.x, boundsMin.y, boundsMin.z), new float3(boundsMid.x, boundsMid.y, boundsMax.z), depth + 1, s0, s1, childIndex + 0, ref firstFreeChild);
BuildNode(new float3(boundsMin.x, boundsMid.y, boundsMin.z), new float3(boundsMid.x, boundsMax.y, boundsMax.z), depth + 1, s1, s2, childIndex + 1, ref firstFreeChild);
BuildNode(new float3(boundsMid.x, boundsMin.y, boundsMin.z), new float3(boundsMax.x, boundsMid.y, boundsMax.z), depth + 1, s2, s3, childIndex + 2, ref firstFreeChild);
BuildNode(new float3(boundsMid.x, boundsMid.y, boundsMin.z), new float3(boundsMax.x, boundsMax.y, boundsMax.z), depth + 1, s3, s4, childIndex + 3, ref firstFreeChild);
} else {
// Split the node into 4 equally sized (by area) child nodes
var xs = new NativeSlice(agentPositions).SliceWithStride(0);
var zs = new NativeSlice(agentPositions).SliceWithStride(8);
float3 boundsMid = (boundsMin + boundsMax) * 0.5f;
int s0 = agentsStart;
int s4 = agentsEnd;
int s2 = Partition(agents, s0, s4, xs, boundsMid.x);
int s1 = Partition(agents, s0, s2, zs, boundsMid.z);
int s3 = Partition(agents, s2, s4, zs, boundsMid.z);
// Note: guaranteed to be large enough
int childIndex = firstFreeChild;
outChildPointers[nodeOffset] = childIndex;
firstFreeChild += 4;
// x z
// low low
// low high
// high low
// high high
BuildNode(new float3(boundsMin.x, boundsMin.y, boundsMin.z), new float3(boundsMid.x, boundsMax.y, boundsMid.z), depth + 1, s0, s1, childIndex + 0, ref firstFreeChild);
BuildNode(new float3(boundsMin.x, boundsMin.y, boundsMid.z), new float3(boundsMid.x, boundsMax.y, boundsMax.z), depth + 1, s1, s2, childIndex + 1, ref firstFreeChild);
BuildNode(new float3(boundsMid.x, boundsMin.y, boundsMin.z), new float3(boundsMax.x, boundsMax.y, boundsMid.z), depth + 1, s2, s3, childIndex + 2, ref firstFreeChild);
BuildNode(new float3(boundsMid.x, boundsMin.y, boundsMid.z), new float3(boundsMax.x, boundsMax.y, boundsMax.z), depth + 1, s3, s4, childIndex + 3, ref firstFreeChild);
}
} else {
// Bitpack the start and end indices
outChildPointers[nodeOffset] = agentsStart | (agentsEnd << BitPackingShift) | LeafNodeBit;
}
}
void CalculateSpeeds (int nodeCount) {
for (int i = nodeCount - 1; i >= 0; i--) {
if ((outChildPointers[i] & LeafNodeBit) != 0) {
int startIndex = outChildPointers[i] & BitPackingMask;
int endIndex = (outChildPointers[i] >> BitPackingShift) & BitPackingMask;
float speed = 0;
for (int j = startIndex; j < endIndex; j++) speed = math.max(speed, agentSpeeds[agents[j]]);
outMaxSpeeds[i] = speed;
float radius = 0;
for (int j = startIndex; j < endIndex; j++) radius = math.max(radius, agentRadii[agents[j]]);
outMaxRadius[i] = radius;
float area = 0;
for (int j = startIndex; j < endIndex; j++) area += agentRadii[agents[j]]*agentRadii[agents[j]];
outArea[i] = area;
} else {
// Take the maximum of all child speeds
// This is guaranteed to have been calculated already because we do the loop in reverse and child indices are always greater than the current index
int childIndex = outChildPointers[i];
if (movementPlane == MovementPlane.Arbitrary) {
// 8 children
float maxSpeed = 0;
float maxRadius = 0;
float area = 0;
for (int j = 0; j < 8; j++) {
maxSpeed = math.max(maxSpeed, outMaxSpeeds[childIndex + j]);
maxRadius = math.max(maxRadius, outMaxSpeeds[childIndex + j]);
area += outArea[childIndex + j];
}
outMaxSpeeds[i] = maxSpeed;
outMaxRadius[i] = maxRadius;
outArea[i] = area;
} else {
// 4 children
outMaxSpeeds[i] = math.max(math.max(outMaxSpeeds[childIndex], outMaxSpeeds[childIndex+1]), math.max(outMaxSpeeds[childIndex+2], outMaxSpeeds[childIndex+3]));
outMaxRadius[i] = math.max(math.max(outMaxRadius[childIndex], outMaxRadius[childIndex+1]), math.max(outMaxRadius[childIndex+2], outMaxRadius[childIndex+3]));
// Sum of child areas
outArea[i] = outArea[childIndex] + outArea[childIndex+1] + outArea[childIndex+2] + outArea[childIndex+3];
}
}
}
}
public void Execute () {
float3 mn = float.PositiveInfinity;
float3 mx = float.NegativeInfinity;
int existingAgentCount = 0;
for (int i = 0; i < numAgents; i++) {
if (agentVersions[i].Valid) {
agents[existingAgentCount++] = i;
mn = math.min(mn, agentPositions[i]);
mx = math.max(mx, agentPositions[i]);
}
}
outAgentCount[0] = existingAgentCount;
if (existingAgentCount == 0) {
outBoundingBox[0] = outBoundingBox[1] = float3.zero;
return;
}
outBoundingBox[0] = mn;
outBoundingBox[1] = mx;
int firstFreeChild = 1;
BuildNode(mn, mx, 0, 0, existingAgentCount, 0, ref firstFreeChild);
CalculateSpeeds(firstFreeChild);
NativeArray.Copy(agentPositions, outAgentPositions, numAgents);
NativeArray.Copy(agentRadii, outAgentRadii, numAgents);
}
}
public struct QuadtreeQuery {
public float3 position;
public float speed, timeHorizon, agentRadius;
public int outputStartIndex, maxCount;
public NativeArray result;
public NativeArray resultDistances;
}
public void QueryKNearest (QuadtreeQuery query) {
if (!agents.IsCreated) return;
float maxRadius = float.PositiveInfinity;
for (int i = 0; i < query.maxCount; i++) query.result[query.outputStartIndex + i] = -1;
for (int i = 0; i < query.maxCount; i++) query.resultDistances[i] = float.PositiveInfinity;
QueryRec(ref query, 0, boundingBoxBuffer[0], boundingBoxBuffer[1], ref maxRadius);
}
void QueryRec (ref QuadtreeQuery query, int treeNodeIndex, float3 nodeMin, float3 nodeMax, ref float maxRadius) {
// Note: the second agentRadius usage should actually be the radius of the other agents, not this agent
// Determine the radius that we need to search to take all agents into account
// but for performance reasons and for simplicity we assume that agents have approximately the same radius.
// Thus an agent with a very small radius may in some cases detect an agent with a very large radius too late
// however this effect should be minor.
var radius = math.min(math.max((maxSpeeds[treeNodeIndex] + query.speed)*query.timeHorizon, query.agentRadius) + query.agentRadius, maxRadius);
float3 p = query.position;
if ((childPointers[treeNodeIndex] & LeafNodeBit) != 0) {
// Leaf node
int maxCount = query.maxCount;
int startIndex = childPointers[treeNodeIndex] & BitPackingMask;
int endIndex = (childPointers[treeNodeIndex] >> BitPackingShift) & BitPackingMask;
var result = query.result;
var resultDistances = query.resultDistances;
for (int j = startIndex; j < endIndex; j++) {
var agent = agents[j];
float sqrDistance = math.lengthsq(p - agentPositions[agent]);
if (sqrDistance < radius*radius) {
// Close enough
// Insert the agent into the results list using insertion sort
for (int k = 0; k < maxCount; k++) {
if (sqrDistance < resultDistances[k]) {
// Move the remaining items one step in the array
for (int q = maxCount - 1; q > k; q--) {
result[query.outputStartIndex + q] = result[query.outputStartIndex + q-1];
resultDistances[q] = resultDistances[q-1];
}
result[query.outputStartIndex + k] = agent;
resultDistances[k] = sqrDistance;
if (k == maxCount - 1) {
// We reached the end of the array. This means that we just updated the largest distance.
// We can use this to restrict the future search. We know that no other agent distance we find can be larger than this value.
maxRadius = math.min(maxRadius, math.sqrt(sqrDistance));
radius = math.min(radius, maxRadius);
}
break;
}
}
}
}
} else {
// Not a leaf node
int childrenStartIndex = childPointers[treeNodeIndex];
float3 nodeMid = (nodeMin + nodeMax) * 0.5f;
if (movementPlane == MovementPlane.Arbitrary) {
// First visit the child that overlaps the query position.
// This is important to do first as it usually reduces the maxRadius significantly
// and thus reduces the number of children we have to search later.
var mainChildIndex = (p.x < nodeMid.x ? 0 : 4) | (p.y < nodeMid.y ? 0 : 2) | (p.z < nodeMid.z ? 0 : 1);
{
var selector = new bool3((mainChildIndex & 0x4) != 0, (mainChildIndex & 0x2) != 0, (mainChildIndex & 0x1) != 0);
var mn = math.select(nodeMin, nodeMid, selector);
var mx = math.select(nodeMid, nodeMax, selector);
QueryRec(ref query, childrenStartIndex + mainChildIndex, mn, mx, ref maxRadius);
radius = math.min(radius, maxRadius);
}
// Visit a child if a cube with sides of length 2*radius (centered at p) touches the child.
// We calculate this info for all 8 children at the same time.
// Each child contains three checks, one for each axis.
// For example for the child which is lower than mid on the x-axis and z-axis, but higher than mid on the y axis
// the check we want to do looks like: (p.x - radius < nodeMid.x && p.y + radius > nodeMid.y && p.z - radius < nodeMid.z)
var lessThanMid = p - radius < nodeMid;
var greaterThanMid = p + radius > nodeMid;
// If for example lessThanMid.x is false, then we can exclude all 4 children that require that check
var branch1 = math.select(new int3(0b11110000, 0b11001100, 0b10101010), new int3(0xFF, 0xFF, 0xFF), lessThanMid);
var branch2 = math.select(new int3(0b00001111, 0b00110011, 0b01010101), new int3(0xFF, 0xFF, 0xFF), greaterThanMid);
var toVisitByAxis = branch1 & branch2;
// Combine the checks for each axis
// Bitmask of which children we want to visit (1 = visit, 0 = don't visit)
var childrenToVisit = toVisitByAxis.x & toVisitByAxis.y & toVisitByAxis.z;
childrenToVisit &= ~(1 << mainChildIndex);
// Loop over all children that we will visit.
// It's nice with a loop because we will usually only have a single branch.
while (childrenToVisit != 0) {
var childIndex = ChildLookup[childrenToVisit];
var selector = new bool3((childIndex & 0x4) != 0, (childIndex & 0x2) != 0, (childIndex & 0x1) != 0);
var mn = math.select(nodeMin, nodeMid, selector);
var mx = math.select(nodeMid, nodeMax, selector);
QueryRec(ref query, childrenStartIndex + childIndex, mn, mx, ref maxRadius);
radius = math.min(radius, maxRadius);
childrenToVisit &= ~(1 << childIndex);
}
} else if (movementPlane == MovementPlane.XY) {
var mainChildIndex = (p.x < nodeMid.x ? 0 : 2) | (p.y < nodeMid.y ? 0 : 1);
{
// Note: mx.z will become nodeMid.z which is technically incorrect, but we don't care about the Z coordinate here anyway
var selector = new bool3((mainChildIndex & 0x2) != 0, (mainChildIndex & 0x1) != 0, false);
var mn = math.select(nodeMin, nodeMid, selector);
var mx = math.select(nodeMid, nodeMax, selector);
QueryRec(ref query, childrenStartIndex + mainChildIndex, mn, mx, ref maxRadius);
radius = math.min(radius, maxRadius);
}
var lessThanMid = p.xy - radius < nodeMid.xy;
var greaterThanMid = p.xy + radius > nodeMid.xy;
var v = new bool4(lessThanMid.x & lessThanMid.y, lessThanMid.x & greaterThanMid.y, greaterThanMid.x & lessThanMid.y, greaterThanMid.x & greaterThanMid.y);
// Build a bitmask of which children to visit
var childrenToVisit = (v.x ? 1 : 0) | (v.y ? 2 : 0) | (v.z ? 4 : 0) | (v.w ? 8 : 0);
childrenToVisit &= ~(1 << mainChildIndex);
// Loop over all children that we will visit.
// It's nice with a loop because we will usually only have a single branch.
while (childrenToVisit != 0) {
var childIndex = ChildLookup[childrenToVisit];
// Note: mx.z will become nodeMid.z which is technically incorrect, but we don't care about the Z coordinate here anyway
var selector = new bool3((childIndex & 0x2) != 0, (childIndex & 0x1) != 0, false);
var mn = math.select(nodeMin, nodeMid, selector);
var mx = math.select(nodeMid, nodeMax, selector);
QueryRec(ref query, childrenStartIndex + childIndex, mn, mx, ref maxRadius);
radius = math.min(radius, maxRadius);
childrenToVisit &= ~(1 << childIndex);
}
} else {
var mainChildIndex = (p.x < nodeMid.x ? 0 : 2) | (p.z < nodeMid.z ? 0 : 1);
{
// Note: mx.y will become nodeMid.y which is technically incorrect, but we don't care about the Y coordinate here anyway
var selector = new bool3((mainChildIndex & 0x2) != 0, false, (mainChildIndex & 0x1) != 0);
var mn = math.select(nodeMin, nodeMid, selector);
var mx = math.select(nodeMid, nodeMax, selector);
QueryRec(ref query, childrenStartIndex + mainChildIndex, mn, mx, ref maxRadius);
radius = math.min(radius, maxRadius);
}
var lessThanMid = p.xz - radius < nodeMid.xz;
var greaterThanMid = p.xz + radius > nodeMid.xz;
var v = new bool4(lessThanMid.x & lessThanMid.y, lessThanMid.x & greaterThanMid.y, greaterThanMid.x & lessThanMid.y, greaterThanMid.x & greaterThanMid.y);
var childrenToVisit = (v.x ? 1 : 0) | (v.y ? 2 : 0) | (v.z ? 4 : 0) | (v.w ? 8 : 0);
childrenToVisit &= ~(1 << mainChildIndex);
while (childrenToVisit != 0) {
var childIndex = ChildLookup[childrenToVisit];
// Note: mx.y will become nodeMid.y which is technically incorrect, but we don't care about the Y coordinate here anyway
var selector = new bool3((childIndex & 0x2) != 0, false, (childIndex & 0x1) != 0);
var mn = math.select(nodeMin, nodeMid, selector);
var mx = math.select(nodeMid, nodeMax, selector);
QueryRec(ref query, childrenStartIndex + childIndex, mn, mx, ref maxRadius);
radius = math.min(radius, maxRadius);
childrenToVisit &= ~(1 << childIndex);
}
}
}
}
/// Find the total agent area inside the circle at position with the given radius
public float QueryArea (float3 position, float radius) {
if (!agents.IsCreated || agentCountBuffer[0] == 0) return 0f;
return math.PI * QueryAreaRec(0, position, radius, boundingBoxBuffer[0], boundingBoxBuffer[1]);
}
float QueryAreaRec (int treeNodeIndex, float3 p, float radius, float3 nodeMin, float3 nodeMax) {
float3 nodeMid = (nodeMin + nodeMax) * 0.5f;
// Radius of a circle that is guaranteed to cover the entire node
float nodeRadius = math.length(nodeMax - nodeMid);
float dist = math.lengthsq(nodeMid - p);
var maxAgentRadius = maxRadius[treeNodeIndex];
var thresholdDistance = radius - (nodeRadius + maxAgentRadius);
if (thresholdDistance > 0 && dist < thresholdDistance*thresholdDistance) {
// Node is completely inside the circle. Return the precalculated area of all agents inside the node.
return nodeAreas[treeNodeIndex];
}
if (dist > (radius + (nodeRadius + maxAgentRadius))*(radius + (nodeRadius + maxAgentRadius))) {
return 0;
}
if ((childPointers[treeNodeIndex] & LeafNodeBit) != 0) {
// Leaf node
// Node is partially inside the circle
int startIndex = childPointers[treeNodeIndex] & BitPackingMask;
int endIndex = (childPointers[treeNodeIndex] >> BitPackingShift) & BitPackingMask;
float k = 0;
float area = 0;
for (int j = startIndex; j < endIndex; j++) {
var agent = agents[j];
k += agentRadii[agent]*agentRadii[agent];
float sqrDistance = math.lengthsq(p - agentPositions[agent]);
float agentRadius = agentRadii[agent];
if (sqrDistance < (radius + agentRadius)*(radius + agentRadius)) {
float innerRadius = radius - agentRadius;
// Slight approximation at the edge of the circle.
// This is the approximate fraction of the agent that is inside the circle.
float fractionInside = sqrDistance < innerRadius*innerRadius ? 1.0f : 1.0f - (math.sqrt(sqrDistance) - innerRadius) / (2*agentRadius);
area += agentRadius*agentRadius * fractionInside;
}
}
return area;
} else {
float area = 0;
// Not a leaf node
int childIndex = childPointers[treeNodeIndex];
float radiusWithMargin = radius + maxAgentRadius;
if (movementPlane == MovementPlane.Arbitrary) {
bool3 lower = (p - radiusWithMargin) < nodeMid;
bool3 upper = (p + radiusWithMargin) > nodeMid;
if (lower[0]) {
if (lower[1]) {
if (lower[2]) area += QueryAreaRec(childIndex + 0, p, radius, new float3(nodeMin.x, nodeMin.y, nodeMin.z), new float3(nodeMid.x, nodeMid.y, nodeMid.z));
if (upper[2]) area += QueryAreaRec(childIndex + 1, p, radius, new float3(nodeMin.x, nodeMin.y, nodeMid.z), new float3(nodeMid.x, nodeMid.y, nodeMax.z));
}
if (upper[1]) {
if (lower[2]) area += QueryAreaRec(childIndex + 2, p, radius, new float3(nodeMin.x, nodeMid.y, nodeMin.z), new float3(nodeMid.x, nodeMax.y, nodeMid.z));
if (upper[2]) area += QueryAreaRec(childIndex + 3, p, radius, new float3(nodeMin.x, nodeMid.y, nodeMid.z), new float3(nodeMid.x, nodeMax.y, nodeMax.z));
}
}
if (upper[0]) {
if (lower[1]) {
if (lower[2]) area += QueryAreaRec(childIndex + 4, p, radius, new float3(nodeMid.x, nodeMin.y, nodeMin.z), new float3(nodeMax.x, nodeMid.y, nodeMid.z));
if (upper[2]) area += QueryAreaRec(childIndex + 5, p, radius, new float3(nodeMid.x, nodeMin.y, nodeMid.z), new float3(nodeMax.x, nodeMid.y, nodeMax.z));
}
if (upper[1]) {
if (lower[2]) area += QueryAreaRec(childIndex + 6, p, radius, new float3(nodeMid.x, nodeMid.y, nodeMin.z), new float3(nodeMax.x, nodeMax.y, nodeMid.z));
if (upper[2]) area += QueryAreaRec(childIndex + 7, p, radius, new float3(nodeMid.x, nodeMid.y, nodeMid.z), new float3(nodeMax.x, nodeMax.y, nodeMax.z));
}
}
} else if (movementPlane == MovementPlane.XY) {
bool2 lower = (p - radiusWithMargin).xy < nodeMid.xy;
bool2 upper = (p + radiusWithMargin).xy > nodeMid.xy;
if (lower[0]) {
if (lower[1]) area += QueryAreaRec(childIndex + 0, p, radius, new float3(nodeMin.x, nodeMin.y, nodeMin.z), new float3(nodeMid.x, nodeMid.y, nodeMax.z));
if (upper[1]) area += QueryAreaRec(childIndex + 1, p, radius, new float3(nodeMin.x, nodeMid.y, nodeMin.z), new float3(nodeMid.x, nodeMax.y, nodeMax.z));
}
if (upper[0]) {
if (lower[1]) area += QueryAreaRec(childIndex + 2, p, radius, new float3(nodeMid.x, nodeMin.y, nodeMin.z), new float3(nodeMax.x, nodeMid.y, nodeMax.z));
if (upper[1]) area += QueryAreaRec(childIndex + 3, p, radius, new float3(nodeMid.x, nodeMid.y, nodeMin.z), new float3(nodeMax.x, nodeMax.y, nodeMax.z));
}
} else {
bool2 lower = (p - radiusWithMargin).xz < nodeMid.xz;
bool2 upper = (p + radiusWithMargin).xz > nodeMid.xz;
if (lower[0]) {
if (lower[1]) area += QueryAreaRec(childIndex + 0, p, radius, new float3(nodeMin.x, nodeMin.y, nodeMin.z), new float3(nodeMid.x, nodeMax.y, nodeMid.z));
if (upper[1]) area += QueryAreaRec(childIndex + 1, p, radius, new float3(nodeMin.x, nodeMin.y, nodeMid.z), new float3(nodeMid.x, nodeMax.y, nodeMax.z));
}
if (upper[0]) {
if (lower[1]) area += QueryAreaRec(childIndex + 2, p, radius, new float3(nodeMid.x, nodeMin.y, nodeMin.z), new float3(nodeMax.x, nodeMax.y, nodeMid.z));
if (upper[1]) area += QueryAreaRec(childIndex + 3, p, radius, new float3(nodeMid.x, nodeMin.y, nodeMid.z), new float3(nodeMax.x, nodeMax.y, nodeMax.z));
}
}
return area;
}
}
[BurstCompile]
public struct DebugDrawJob : IJob {
public CommandBuilder draw;
[ReadOnly]
public RVOQuadtreeBurst quadtree;
public void Execute () {
quadtree.DebugDraw(draw);
}
}
public void DebugDraw (CommandBuilder draw) {
if (!agentCountBuffer.IsCreated) return;
var numAgents = agentCountBuffer[0];
if (numAgents == 0) return;
DebugDraw(0, boundingBoxBuffer[0], boundingBoxBuffer[1], draw);
for (int i = 0; i < numAgents; i++) {
draw.Cross(agentPositions[agents[i]], 0.5f, Palette.Colorbrewer.Set1.Red);
}
}
void DebugDraw (int nodeIndex, float3 nodeMin, float3 nodeMax, CommandBuilder draw) {
float3 nodeMid = (nodeMin + nodeMax) * 0.5f;
draw.WireBox(nodeMid, nodeMax - nodeMin, Palette.Colorbrewer.Set1.Orange);
if ((childPointers[nodeIndex] & LeafNodeBit) != 0) {
int startIndex = childPointers[nodeIndex] & BitPackingMask;
int endIndex = (childPointers[nodeIndex] >> BitPackingShift) & BitPackingMask;
for (int j = startIndex; j < endIndex; j++) {
draw.Line(nodeMid, agentPositions[agents[j]], Color.black);
}
} else {
int childIndex = childPointers[nodeIndex];
if (movementPlane == MovementPlane.Arbitrary) {
DebugDraw(childIndex + 0, new float3(nodeMin.x, nodeMin.y, nodeMin.z), new float3(nodeMid.x, nodeMid.y, nodeMid.z), draw);
DebugDraw(childIndex + 1, new float3(nodeMin.x, nodeMin.y, nodeMid.z), new float3(nodeMid.x, nodeMid.y, nodeMax.z), draw);
DebugDraw(childIndex + 2, new float3(nodeMin.x, nodeMid.y, nodeMin.z), new float3(nodeMid.x, nodeMax.y, nodeMid.z), draw);
DebugDraw(childIndex + 3, new float3(nodeMin.x, nodeMid.y, nodeMid.z), new float3(nodeMid.x, nodeMax.y, nodeMax.z), draw);
DebugDraw(childIndex + 4, new float3(nodeMid.x, nodeMin.y, nodeMin.z), new float3(nodeMax.x, nodeMid.y, nodeMid.z), draw);
DebugDraw(childIndex + 5, new float3(nodeMid.x, nodeMin.y, nodeMid.z), new float3(nodeMax.x, nodeMid.y, nodeMax.z), draw);
DebugDraw(childIndex + 6, new float3(nodeMid.x, nodeMid.y, nodeMin.z), new float3(nodeMax.x, nodeMax.y, nodeMid.z), draw);
DebugDraw(childIndex + 7, new float3(nodeMid.x, nodeMid.y, nodeMid.z), new float3(nodeMax.x, nodeMax.y, nodeMax.z), draw);
} else if (movementPlane == MovementPlane.XY) {
DebugDraw(childIndex + 0, new float3(nodeMin.x, nodeMin.y, nodeMin.z), new float3(nodeMid.x, nodeMid.y, nodeMax.z), draw);
DebugDraw(childIndex + 1, new float3(nodeMin.x, nodeMid.y, nodeMin.z), new float3(nodeMid.x, nodeMax.y, nodeMax.z), draw);
DebugDraw(childIndex + 2, new float3(nodeMid.x, nodeMin.y, nodeMin.z), new float3(nodeMax.x, nodeMid.y, nodeMax.z), draw);
DebugDraw(childIndex + 3, new float3(nodeMid.x, nodeMid.y, nodeMin.z), new float3(nodeMax.x, nodeMax.y, nodeMax.z), draw);
} else {
DebugDraw(childIndex + 0, new float3(nodeMin.x, nodeMin.y, nodeMin.z), new float3(nodeMid.x, nodeMax.y, nodeMid.z), draw);
DebugDraw(childIndex + 1, new float3(nodeMin.x, nodeMin.y, nodeMid.z), new float3(nodeMid.x, nodeMax.y, nodeMax.z), draw);
DebugDraw(childIndex + 2, new float3(nodeMid.x, nodeMin.y, nodeMin.z), new float3(nodeMax.x, nodeMax.y, nodeMid.z), draw);
DebugDraw(childIndex + 3, new float3(nodeMid.x, nodeMin.y, nodeMid.z), new float3(nodeMax.x, nodeMax.y, nodeMax.z), draw);
}
}
}
}
}