// Checks for collision between two nodes and their children
public static bool CheckCollision(Node n1, Node n2, NodeProvider provider, SpaceState state, bool noisy = false, int deep = 0)
{
if (deep > 5)
return false;
int x = (n1.x + n2.x) / 2;
int y = (n1.y + n2.y) / 2;
int t = (n1.t + n2.t) / 2;
Node n3 = provider.GetNode (t, x, y);
// Noisy calculation
if (state.enemies != null && ((Cell)n3.cell).noisy) {
foreach (Enemy enemy in state.enemies) {
Vector3 dupe = enemy.positions [t];
dupe.x = (dupe.x - state.floorMin.x) / state.tileSize.x;
dupe.y = n3.t;
dupe.z = (dupe.z - state.floorMin.z) / state.tileSize.y;
// This distance is in number of cells size radius i.e. a 10 tilesize circle around the point
if (Vector3.Distance (dupe, n3.GetVector3 ()) < 10)
return true;
}
}
return !(n3.cell.safe || !(n3.cell.blocked || n3.cell.seen)) || CheckCollision (n1, n3, provider, state, noisy, deep + 1) || CheckCollision (n2, n3, provider, state, noisy, deep + 1);
}
public float DistanceFrom(Node n)
{
Vector2 v1, v2;
v1 = new Vector2 (this.x, this.y);
v2 = new Vector2 (n.x, n.y);
return (v1 - v2).magnitude + Mathf.Abs (this.t - n.t);
}
private static Common.Node CreateNodeRecord(string resourceName, TimeMeter.Integrator.NodeInfo info)
{
var res = new Common.Node();
res.ResourceName = resourceName;
res.DNSName = info.DNSName;
res.CoresAvailable = info.NumberOfCores;
res.CoresTotal = info.NumberOfCores;
res.Parameters[SummaryNodePerformance.CoresPerformance] = JsonConvert.SerializeObject(info.FrequencyOfCores.ToArray());
return(res);
}
public static bool SmoothNode(Node n, NodeProvider provider, SpaceState state, bool noisy = false)
{
if (n.parent != null && n.parent.parent != null) {
if (CheckCollision (n, n.parent.parent, provider, state, noisy))
return false;
else {
n.parent = n.parent.parent;
return true;
}
} else
return false;
}
// current moving cost
private float g(Node current)
{
if (current.parent == null)
return 0;
else
return h (current, current.parent) + g (current.parent);
}
private float h(Node current, Node to, ref double temp)
{
if (to == end){
return getProb(current,ref temp)*Vector2.Distance (new Vector2 (to.x, to.y), new Vector2 (current.x, current.y));
}
return getProb(to, ref temp)*Vector2.Distance (new Vector2 (to.x, to.y), new Vector2 (current.x, current.y));
}
public Node(Vector3 position, Vector3 size, bool verticalSplit, int nLeafCells, ref int leafCounter)
{
this.rectangle = new Common.Bounding.AABB(position, size);
this.verticalSplit = verticalSplit;
float weight = (float)(System.Math.Ceiling(nLeafCells / 2f) / nLeafCells);
if (verticalSplit)
split = position.X + weight * size.X;
else
split = position.Y + weight * size.Y;
if (nLeafCells > 1)
{
children = new Node[2];
if (verticalSplit)
{
children[0] = new Node(position, new Vector3(size.X / 2, size.Y, 0), false, (int)System.Math.Ceiling(nLeafCells / 2f), ref leafCounter);
children[1] = new Node(new Vector3(position.X + size.X / 2, position.Y, 0),
new Vector3(size.X / 2, size.Y, 0), false, (int)System.Math.Floor(nLeafCells / 2f), ref leafCounter);
}
else
{
children[0] = new Node(position, new Vector3(size.X, size.Y / 2, 0), true, (int)System.Math.Ceiling(nLeafCells / 2f), ref leafCounter);
children[1] = new Node(new Vector3(position.X, position.Y + size.Y / 2, 0),
new Vector3(size.X, size.Y / 2, 0), true, (int)System.Math.Floor(nLeafCells / 2f), ref leafCounter);
}
}
else
id = leafCounter++;
}
// Creates a node with the specified coordinates, no matter if it already exists in the tree or not
// This is mainly to create the connections between nodes that shouldn't be added to the tree
// Like the nodes with combat in then
// This avoids crashing exceptions collisions while retrieving nodes
private Node NewNode(int t, int x, int y)
{
Node n = new Node ();
n.x = x;
n.y = y;
n.t = t;
n.enemyhp = new Dictionary<Enemy, float> ();
n.fighting = new List<Enemy>();
n.picked = new List<HealthPack>();
n.cell = nodeMatrix [t] [x] [y];
return n;
}
// Gets the node at specified position from the NodeMap, or create the Node based on the Cell position for that Node
public Node GetNode(int t, int x, int y)
{
object o = tree.search (new double[] {x, t, y});
if (o == null) {
Node n = new Node ();
n.x = x;
n.y = y;
n.t = t;
try {
n.cell = nodeMatrix [t] [x] [y];
} catch {
Debug.Log (t + "-" + x + "-" + y);
Debug.Log (n);
Debug.Log (nodeMatrix [t]);
Debug.Log (nodeMatrix.Length);
Debug.Log (nodeMatrix [t].Length);
Debug.Log (nodeMatrix [t] [x].Length);
n.cell = nodeMatrix [t] [x] [y];
}
o = n;
}
return (Node)o;
}
public Boolean equalTo(Node b)
{
if (this.x == b.x & this.y == b.y & this.t == b.t)
return true;
return false;
}
public List<Node> Compute(int startX, int startY, int endX, int endY, Cell[][][] matrix, float playerSpeed)
{
this.speed = 1.0d / playerSpeed;
try {
Priority_Queue.IPriorityQueue<Node> heap2 = new Priority_Queue.HeapPriorityQueue<Node> (1000000);
List<Node> closed = new List<Node> ();
// Initialize our version of the matrix (can we skip this?)
Node[][][] newMatrix = new Node[matrix.Length][][];
for (int t=0; t<matrix.Length; t++) {
newMatrix [t] = new Node[matrix [t].Length][];
for (int x = 0; x < matrix [t].Length; x++) {
newMatrix [t] [x] = new Node[matrix [t] [x].Length];
for (int y = 0; y < matrix [t] [x].Length; y++) {
newMatrix [t] [x] [y] = new Node ();
newMatrix [t] [x] [y].parent = null;
newMatrix [t] [x] [y].cell = matrix [t] [x] [y];
newMatrix [t] [x] [y].x = x;
newMatrix [t] [x] [y].y = y;
newMatrix [t] [x] [y].t = t;
}
}
}
// Do the work for the first cell before firing the algorithm
start = newMatrix [0] [startX] [startY];
end = newMatrix [0] [endX] [endY];
start.parent = null;
start.visited = true;
start.accSpeed = speed - Math.Floor(speed);
foreach (Node n in getAdjacent(start, newMatrix)) {
n.parent = start;
float fVal = f (n);
n.Priority = fVal;
heap2.Enqueue (n, fVal);
}
while (heap2.Count != 0) {
Node first = heap2.Dequeue ();
if (first.x == end.x && first.y == end.y) {
end = newMatrix [first.t] [end.x] [end.y];
break;
}
first.visited = true;
foreach (Node m in getAdjacent(first, newMatrix)) {
float currentG = g (first) + h (m, first);
float gVal = g (m);
if (m.visited) {
if (gVal > currentG) {
m.parent = first;
acc(m);
}
} else {
if (!heap2.Contains (m)) {
m.parent = first;
m.Priority = f (m);
heap2.Enqueue (m, m.Priority);
acc(m);
} else {
if (gVal > currentG) {
m.parent = first;
m.Priority = f (m);
heap2.UpdatePriority (m, m.Priority);
acc(m);
}
}
}
}
}
// Creates the result list
Node e = end;
List<Node> points = new List<Node> ();
while (e != null) {
points.Add (e);
e = e.parent;
}
points.Reverse ();
// If we didn't find a path
if (points.Count == 1)
points.Clear ();
return points;
} catch (System.Exception e) {
Debug.Log (e.Message);
Debug.Log (e.StackTrace);
Debug.Log ("ERROR 2");
return null;
}
}
public override string GetValue(Node node)
{
return GetPerfs(node).Sum().ToString(CultureInfo.InvariantCulture.NumberFormat);
}
public override string GetValue(Node node)
{
try
{
return base.GetValue(node);
}
catch (NodeParameterException)
{
return false.ToString();
}
}
public static string GetValue(string parameterId, Node node)
{
if (node == null || !NodeParameterTypes.ContainsKey(parameterId))
{
throw new NodeParameterException(parameterId, node == null ? null : node.ResourceName, node == null ? null : node.DNSName);
}
return ((INodeHardwareParameter)NodeParameterTypes[parameterId].GetConstructor(Type.EmptyTypes).Invoke(null)).GetValue(node);
}
public virtual string GetValue(Node node)
{
if (node.Parameters.ContainsKey(Key))
{
return node.Parameters[Key];
}
else
{
throw new NodeParameterException(Id, node.ResourceName, node.DNSName);
}
}
public List<Node> Compute(int startX, int startY, int endX, int endY, Cell[][] matrix, bool improve)
{
List<Node> opened = new List<Node> ();
Priority_Queue.IPriorityQueue<Node> heap2 = new Priority_Queue.HeapPriorityQueue<Node> (600);
List<Node> closed = new List<Node> ();
// Initialize our version of the matrix (can we skip this?)
Node[][] newMatrix = new Node[matrix.Length][];
for (int x = 0; x < matrix.Length; x++) {
newMatrix [x] = new Node[matrix [x].Length];
for (int y = 0; y < matrix[x].Length; y++) {
newMatrix [x] [y] = new Node ();
newMatrix [x] [y].parent = null;
newMatrix [x] [y].cell = matrix [x] [y];
newMatrix [x] [y].x = x;
newMatrix [x] [y].y = y;
}
}
// Do the work for the first cell before firing the algorithm
start = newMatrix [startX] [startY];
end = newMatrix [endX] [endY];
closed.Add (start);
foreach (Node c in getAdjacent(start, newMatrix)) {
c.parent = start;
if (improve)
heap2.Enqueue (c, f (c));
else
opened.Add (c);
}
while ((improve && heap2.Count > 0) || (!improve && opened.Count > 0)) {
// Pick the closest to the goal
Node minF = null;
if (improve) {
minF = heap2.Dequeue ();
} else {
for (int i = 0; i < opened.Count; i++) {
if (minF == null || f (minF) > f (opened [i]))
minF = opened [i];
}
opened.Remove (minF);
}
closed.Add (minF);
// Found it
if (minF == end)
break;
foreach (Node adj in getAdjacent(minF, newMatrix)) {
float soFar = g (minF) + h (adj, minF);
// Create the links between cells (picks the best path)
if (closed.Contains (adj)) {
if (g (adj) > soFar) {
adj.parent = minF;
}
} else {
if ((improve && heap2.Contains (adj)) || (!improve && opened.Contains (adj))) {
if (g (adj) > soFar) {
adj.parent = minF;
}
} else {
adj.parent = minF;
if (improve)
heap2.Enqueue (adj, f (adj));
else
opened.Add (adj);
}
}
}
}
// Creates the result list
Node n = end;
List<Node> points = new List<Node> ();
while (n != null) {
points.Add (n);
n = n.parent;
}
points.Reverse ();
// If we didn't find a path
if (points.Count == 1)
points.Clear ();
return points;
}
// Gets all the adjancent cells from the current one
private List<Node> getAdjacent(Node n, Node[][] matrix)
{
List<Node> adj = new List<Node> ();
for (int xx = n.x - 1; xx <= n.x +1; xx++) {
for (int yy = n.y - 1; yy <= n.y +1; yy++) {
if (xx <= n.x + 1 && xx >= 0 && xx < matrix.Length && yy <= n.y + 1 && yy >= 0 && yy < matrix [0].Length) {
Node c = matrix [xx] [yy];
if (!((Cell)c.cell).blocked) {
adj.Add (c);
}
}
}
}
adj.Remove (n);
return adj;
}
public List<Node> Compute(int startX, int startY, int endX, int endY, Cell[][][] matrix, int time, bool prob)
{
try{
Priority_Queue.IPriorityQueue<Node> heap2 = new Priority_Queue.HeapPriorityQueue<Node>(600);
// Initialize our version of the matrix (can we skip this?)
Node[][] newMatrix = new Node[matrix[0].Length][];
for (int x = 0; x < matrix [0].Length; x++) {
newMatrix [x] = new Node[matrix [0] [x].Length];
for (int y = 0; y < matrix [0] [x].Length; y++) {
newMatrix [x] [y] = new Node ();
newMatrix [x] [y].parent = null;
newMatrix [x] [y].cell = matrix [0] [x] [y];
newMatrix [x] [y].x = x;
newMatrix [x] [y].y = y;
}
}
enemyPathProb(newMatrix);
// Do the work for the first cell before firing the algorithm
start = newMatrix [startX] [startY];
end = newMatrix [endX] [endY];
start.parent=null;
start.visited=true;
foreach (Node n in getAdjacent(start, newMatrix)) {
n.t=time;
n.parent = start;
float fVal = f (n);
n.Priority = fVal;
heap2.Enqueue(n,fVal);
}
while(heap2.Count != 0){
Node first = heap2.Dequeue();
if(first == end)
break;
first.visited=true;
double temprt = 1;
List<Node> adjs = getAdjacent(first,newMatrix);
foreach(Node m in adjs){
float currentG = (float)(g (first) + h (first,m, ref temprt));
if(m.visited){
if(g (m)>currentG){
m.parent=first;
m.t = first.t+time;
}
}
else{
if( !heap2.Contains(m)){
m.parent = first;
m.t= first.t +time;
m.Priority = (float)temprt*f(m);
heap2.Enqueue(m, m.Priority);
}
else
{
float gVal = g (m);
if(gVal>currentG){
m.parent= first;
m.t = first.t+time;
m.Priority= (float)temprt *f (m);
heap2.UpdatePriority(m, m.Priority);
}
}
}
}
}
// Creates the result list
Node l = end;
List<Node> points = new List<Node> ();
while (l != null) {
points.Add (l);
l = l.parent;
}
points.Reverse ();
// If we didn't find a path
if (points.Count == 1)
points.Clear ();
return points;
}catch(System.Exception e){
Debug.Log (e.Message);
Debug.Log (e.StackTrace);
Debug.Log ("ERROR 2");
return null;
}
}
private List<Node> getAdjacent(Node n, Node[][][] matrix)
{
List<Node> adj = new List<Node> ();
int time = 0;
var epsilon = new RealExtensions.Epsilon(1E-30);
if (speed >= 1.0)
time = (int) Math.Floor(speed);
if (n.accSpeed.LE(1.0, epsilon))
time++;
if (n.t + time >= matrix.Length)
return adj;
for (int xx = n.x - 3; xx <= n.x +3; xx++) {
for (int yy = n.y - 3; yy <= n.y +3; yy++) {
if (xx <= n.x + 3 && xx >= 0 && xx < matrix.Length && yy <= n.y + 3 && yy >= 0 && yy < matrix [0].Length) {
Node c = matrix [n.t + time] [xx] [yy];
//if (!((Cell)c.cell).blocked) {
if (c.cell.safe || !(c.cell.seen || c.cell.blocked)) {
adj.Add (c);
}
}
}
}
//adj.Remove (n);
return adj;
}
private float h(Node current, Node to)
{
return Vector2.Distance (new Vector2 (to.x, to.y), new Vector2 (current.x, current.y));
}
protected double[] GetPerfs(Node node)
{
var str = base.GetValue(node);
return JsonConvert.DeserializeObject<double[]>(str);
}
// current moving cost
private float g(Node current)
{
double tmp = 1.0;
if (current.parent == null)
return 0;
else
return h (current.parent, current ,ref tmp) + g (current.parent);
}
public override string GetValue(Node node)
{
return GetPerfs(node).Length.ToString(CultureInfo.InvariantCulture);
}
public virtual void Handle(DhtEngine engine, Node node)
{
node.Seen();
}
public override string GetValue(Node node)
{
return (Double.Parse(base.GetValue(node), CultureInfo.InvariantCulture.NumberFormat) / node.CoresTotal).ToString(CultureInfo.InvariantCulture.NumberFormat);
}
private void copy(Node from, Node to)
{
to.playerhp = from.playerhp;
foreach (Enemy e in enemies)
to.enemyhp.Add (e, from.enemyhp[e]);
to.fighting.AddRange(from.fighting);
to.picked.AddRange(from.picked);
}
private void acc(Node n)
{
var epsilon = new RealExtensions.Epsilon(1E-30);
if (speed >= 1.0) {
n.accSpeed = speed - Math.Abs(speed) + n.parent.accSpeed;
if (n.parent.accSpeed.LE(1.0, epsilon))
n.accSpeed -= 1.0;
} else {
n.accSpeed = n.parent.accSpeed + speed;
if (n.parent.accSpeed.LE(1.0, epsilon))
n.accSpeed -= 1.0;
}
}
// Returns the computed path by the RRT, and smooth it if that's the case
private List<Node> ReturnPath(Node endNode, bool smooth)
{
Node n = endNode;
List<Node> points = new List<Node> ();
while (n != null) {
points.Add (n);
n = n.parent;
}
points.Reverse ();
// If we didn't find a path
if (points.Count == 1)
points.Clear ();
else if (smooth) {
// Smooth out the path
Node final = null;
foreach (Node each in points) {
final = each;
while (Extra.Collision.SmoothNode(final, this, SpaceState.Editor, true)) {
}
}
points.Clear ();
while (final != null) {
points.Add (final);
final = final.parent;
}
points.Reverse ();
}
return points;
}
private float f(Node current)
{
return (g (current) + h (current, end));
}
public CellBSP(float x, float y, float width, float height, int nLeafCells)
{
this.nLeafCells = nLeafCells;
int leafCounter = 0;
root = new Node(new Vector3(x, y, 0), new Vector3(width, height, 0), true, nLeafCells, ref leafCounter);
}
private float getProb(Node current, ref double temperature)
{
return (float)probs[current.x, current.y];
/*foreach (Enemy en in enemies){
foreach (Vector2 v2 in en.cells[current.t]){
//if( Math.Abs(v2.x - current.x) <1 && Math.Abs(v2.y - current.y) <1){
if (v2.x == current.x && v2.y == current.y){
//Debug.Log ("collision");
temperature = temperature /1.5;
return 1000;
}
}
}
return 1;*/
}