public void CalculateHeat()
{
if (HeatMap == null || HeatMap.GetLength(0) != SoilMap.GetLength(0) || HeatMap.GetLength(1) != SoilMap.GetLength(1))
{
HeatMap = new float[SoilMap.GetLength(0), SoilMap.GetLength(1)];
}
switch (Type)
{
case HeatTypes.SoilDepth:
CalculateSoilDepth();
break;
case HeatTypes.WaterDepth:
CalculateWaterDepth();
break;
case HeatTypes.SoilHumidity:
CalculateSoilHumidity();
break;
case HeatTypes.Inclination:
CalculateInclination();
break;
}
}
internal static VectorTile GetVectorTile(this HeatMap heatMap, ulong tileId, uint resolution)
{
var tile = new Tile(tileId);
var tgt = new TileGeometryTransform(tile, resolution);
var vectorTile = new VectorTile()
{
TileId = tileId,
Layers = { new Layer()
{
Name = "heatmap"
} }
};
foreach (var(x, y, value) in heatMap.GetValues(tileId, resolution))
{
if (value == 0)
{
continue;
}
var coordinate = tgt.TransformTo(x, y);
vectorTile.Layers[0].Features.Add(new Feature(
new Point(new Coordinate(coordinate.longitude, coordinate.latitude)),
new AttributesTable {
{ "cost", value }
}));
}
return(vectorTile);
}
static void Main(string[] args)
{
var features = (new GeoJsonReader()).Read <FeatureCollection>(
File.ReadAllText(@"/data/ANYWAYS Dropbox/data/bike-data-project/test-belgium.geojson"));
Console.WriteLine("Adding features...");
var heatmap = new HeatMap(14, 1024);
foreach (var feature in features)
{
heatmap.Add(feature, 1);
}
// convert to a vector tile tree.d
var tree = heatmap.ToVectorTiles(14, 14, i =>
{
if (i == 14)
{
return(1024);
}
return(256);
});
// write the tiles to disk as mvt.
Console.WriteLine("Writing tiles...");
tree.Write("tiles");
}
public void EndGame()
{
//screenManager.Toggle_RetryMenu(true);
GameActive = false;
Collectibles.Clear();
if (score > highscore)
{
highscore = score;
//highScore.text = "New High\nScore:\n" + highscore.ToString();
//currScoreRetry.enabled = false;
}
else
{
//highScore.text = "High\nScore:\n" + highscore.ToString();
//currScoreRetry.enabled = true;
//currScoreRetry.text = "current score: " + score.ToString();
}
//Connecting to AWS servers to feed data
HeatMap sessionData = new HeatMap
{
ID = System.Guid.NewGuid().ToString(),
User = PlayerPrefs.GetString("User"),
Time = System.DateTime.UtcNow.ToString(),
GameType = "Abstract",
Spawned = SpawnedArray,
Collect = CollectArray,
};
AWSMan aws = new AWSMan();
aws.CreateItem(sessionData);
}
public void DrawMapInEditor()
{
textureData.ApplyToMaterial(terrainMaterial);
textureData.UpdateMeshHeights(terrainMaterial, heightMapSettings.minHeight, heightMapSettings.maxHeight);
HeightMap heightMap = HeightMapGenerator.GenerateHeightMap(meshSettings.numVertsPerLine, meshSettings.numVertsPerLine, heightMapSettings, Vector2.zero);
HeatMap heatMap = HeatMapGenerator.GenerateHeatMap(meshSettings.numVertsPerLine, meshSettings.numVertsPerLine, heightMap, heatMapSettings, Vector2.zero);
TreeMap treeMap = TreeMapGenerator.generateVegetationMap(meshSettings.numVertsPerLine, meshSettings.numVertsPerLine, heightMap, heatMap, treeMapSettings, Vector2.zero);
DestroyTrees(); //temporary fix
if (drawMode == DrawMode.HeightMap)
{
DrawTexture(TextureGenerator.TextureFromHeightMap(heightMap));
}
else if (drawMode == DrawMode.Mesh)
{
DrawMesh(MeshGenerator.GenerateTerrainMesh2(heightMap.values, meshSettings, editorPreviewLOD, heatMap.values));
DrawTrees(heightMap.values, meshSettings, treeMap.values);
}
else if (drawMode == DrawMode.FalloffMap)
{
DrawTexture(TextureGenerator.TextureFromHeightMap(new HeightMap(FalloffGenerator.GenerateFalloffMap(meshSettings.numVertsPerLine), 0, 1)));
}
else if (drawMode == DrawMode.HeatMap)
{
DrawTexture(TextureGenerator.TextureColorizedFromHeatMap(heatMap));
}
else if (drawMode == DrawMode.TreeMap)
{
DrawTexture(TextureGenerator.TextureFromTreeMap(treeMap));
}
}
public override void OnInspectorGUI()
{
DrawDefaultInspector(); // HeatMap class values
HeatMap myTarget = (HeatMap)target;
EditorGUILayout.Separator(); // Button Controls
if (GUILayout.Button(myTarget.GridCreated() ? "Reload" : "Build"))
{
myTarget.ReloadGrid();
}
if (GUILayout.Button("Clear"))
{
myTarget.ClearGrid();
}
EditorGUILayout.Separator(); // Type & Scale
HeatMap.HeatmapSHOW current_type = myTarget.type;
myTarget.SetType((HeatMap.HeatmapSHOW)EditorGUILayout.EnumPopup("Type", current_type));
myTarget.UpdateYScale(EditorGUILayout.FloatField("Y Scale", myTarget.y_scale));
EditorGUILayout.Separator(); // Normalize
myTarget.ToggleNormalized(GUILayout.Toggle(current = myTarget.normalized, "Normalize"));
EditorGUILayout.Separator(); // Hide Empty
myTarget.ToggleHideEmpty(GUILayout.Toggle(current = myTarget.hide_empty, "Hide Empty"));
EditorGUILayout.Separator(); // Data info
GUILayout.Label("Total Entries: " + myTarget.entries_count);
GUILayout.Label("Max Speed: " + myTarget.max_speed);
GUILayout.Label("Max Entries per cell: " + myTarget.max_entries_per_grid);
GUILayout.Label("Max Average Speed per cell: " + myTarget.max_average_speed);
}
public GameStateViewModel([NotNull] States.GameState state, Genes.ActorChromosome brain)
{
_state = state ?? throw new ArgumentNullException(nameof(state));
foreach (var actor in _state.World.Actors.Where(a => a.IsActive))
{
Actors.Add(new ActorViewModel(actor));
}
var values = new Dictionary <WorldPos.WorldPos, double>();
for (int y = 1; y <= state.World.MaxY; y++)
{
for (int x = 1; x <= state.World.MaxX; x++)
{
var pos = new WorldPos.WorldPos(x, y);
values[pos] = Genes.evaluateTile(brain, state.World, pos);
}
}
var min = values.Values.Min();
var max = values.Values.Max();
foreach (var(pos, value) in values)
{
HeatMap.Add(new HeatMapViewModel(pos, value, min, max));
}
}
void UpdateHeatMap()
{
float boost = _slider.Value;
_imageView.Image = HeatMap.HeatMapForMapView(_mapView, boost, _locations, _weights);
UIView.Animate(0.2, () => _imageView.Alpha = 1, () => _imageView.Hidden = false);
}
private void POnMouseEnter(object sender, MouseEventArgs mouseEventArgs)
{
var path = (Path)sender;
path.Opacity = .8;
var land = Lands.Values.FirstOrDefault(x => x.Shape == sender);
if (land == null)
{
return;
}
double value;
if (!HeatMap.TryGetValue(land.Id, out value))
{
return;
}
GeoMapTooltip.Visibility = Visibility.Visible;
GeoMapTooltip.GeoData = new GeoData
{
Name = land.Name,
Value = value
};
}
public async Task <IActionResult> Post(int?id, [FromBody] HeatMapDto heatMap)
{
if (id == null || id <= 0)
{
return(NotFound());
}
if (ModelState.IsValid)
{
Project projectToUpdate = await context.Projects
.SingleOrDefaultAsync(p => p.ProjectId == id);
if (projectToUpdate == null)
{
return(NotFound());
}
HeatMap heatMapToInsert = mapper.Map <HeatMap>(heatMap);
context.HeatMaps.Add(heatMapToInsert);
projectToUpdate.DateUpdated = DateTime.Now;
await context.SaveChangesAsync();
return(Ok(mapper.Map <HeatMapDto>(heatMapToInsert)));
}
return(BadRequest(ModelState));
}
private void Button1_Click(object sender, EventArgs e)
{
var width = pictureBox1.Width;
var height = pictureBox1.Height;
var hp = new HeatMap(width, height);
pictureBox1.Image = hp.MapGenerate(pictureBox1, HeatPoints);
}
private void updatePositionProbability(int x, int y)
{
if (x < ((HeatMap.GetLength(0) - 1) / 2) && y < ((HeatMap.GetLength(1) - 1) / 2))
{
HeatMap[x + ((HeatMap.GetLength(0) - 1) / 2), y + ((HeatMap.GetLength(1) - 1) / 2)]++;
IterationCount++;
}
}
private void Awake()
{
agentRef = FindObjectOfType <BilliardAgent>();
gameSystemRef = FindObjectOfType <BilliardGameSystem>();
heatmapRef = FindObjectOfType <HeatMap>();
trainerRef = FindObjectOfType <TrainerMimic>();
agentDecisionRef = agentRef.GetComponent <DecisionMAES>();
}
static void Main(string[] args)
{
Console.WriteLine("Hello World!");
Color c = HeatMap.ColorFromTemperature(5);
Console.WriteLine(c);
}
public void IntVector2AddLinearGradientEightWay()
{
var map = new HeatMap();
map.AddLinearGradientEightWay(new IntVector2(0, 0), 10, 10, -1);
map.AddLinearGradientEightWay(new IntVector2(1, 1), 2, 2, -1);
Assert.AreEqual(11, map[0, 0]);
Assert.AreEqual(11, map[1, 1]);
Assert.AreEqual(0, map[99, 99]);
}
public void CreateItem(HeatMap map)
{
Context.SaveAsync(map, (result) =>
{
if (result.Exception != null)
{
resultText.text += result.Exception.Message;
return;
}
});
}
public Playground()
{
initInputs();
initDatasets();
this.heatMap = new HeatMap(DENSITY, xDomain, xDomain);
this.lineChart = new Linechart(256, 128);
generateData();
reset();
}
void ShowMatrix(float[][] M)
{
double[][] m = MathUtil.NewMatrix(M.Length, M[0].Length);
for (int row = 0; row < M.Length; row++)
{
Array.Copy(M[row], m[row], M[0].Length);
}
var nt = NumberTable.CreateFromMatrix(m);
var hm = new HeatMap(nt);
Root.FormMgr.ShowForm(hm);
}
public static IEnumerable <VectorTile> ToVectorTiles(this HeatMap tree, uint minZoom, uint maxZoom,
ToResolution?toResolution = null)
{
for (var z = minZoom; z <= maxZoom; z++)
{
var resolution = toResolution?.Invoke(z) ?? 256;
foreach (var tile in tree.EnumerateTilesAt(z))
{
yield return(tree.GetVectorTile(tile, resolution));
}
}
}
public List <HeatMapRegion> LoadHeatMapRegionsToTestWorkspace(string testWorkspaceName)
{
List <HeatMapRegion> heatMapRegions = new List <HeatMapRegion>();
string workspaceResultsPath = GetWorkspaceRandomExplorationResultsPath(testWorkspaceName);
string heatMapRegionsFilePath = workspaceResultsPath + RandomExplorationRun.heatMapRegionsFileName;
if (!File.Exists(heatMapRegionsFilePath))
{
return(null);
}
string[] heatMapRegionsFileLines = System.IO.File.ReadAllLines(heatMapRegionsFilePath);
MatchCollection wordMatches = Regex.Matches(heatMapRegionsFileLines[0], @"[^,]+");
if (wordMatches.Count != (6 + 3 * 5))
{
return(null);
}
string[] objectiveFunctionsName = new string[5];
for (int i = 0; i < 5; ++i)
{
objectiveFunctionsName[i] = wordMatches[6 + i * 3].Value;
}
HeatMap heatMap = new HeatMap();
for (int l = 1; l < heatMapRegionsFileLines.Count(); ++l)
{
MatchCollection valueMatches = Regex.Matches(heatMapRegionsFileLines[l], @"[^,]+");
if (valueMatches.Count != (6 + 3 * 5))
{
return(null);
}
for (int i = 0; i < 5; ++i)
{
HeatMapRegion heatMapRegion = new HeatMapRegion();
heatMapRegion.indexX = Int16.Parse(valueMatches[0].Value);
heatMapRegion.indexY = Int16.Parse(valueMatches[1].Value);
heatMapRegion.xStart = float.Parse(valueMatches[2].Value);
heatMapRegion.xEnd = float.Parse(valueMatches[3].Value);
heatMapRegion.yStart = float.Parse(valueMatches[4].Value);
heatMapRegion.yEnd = float.Parse(valueMatches[5].Value);
heatMapRegion.requirementName = objectiveFunctionsName[i];
HeatMapPoint heatMapPoint = new HeatMapPoint();
heatMapPoint.objectiveFunctionValues[heatMapRegion.requirementName] =
float.Parse(valueMatches[6 + i * 3].Value);
heatMapPoint.x = float.Parse(valueMatches[7 + i * 3].Value);
heatMapPoint.y = float.Parse(valueMatches[8 + i * 3].Value);
heatMapRegion.worstCasePointFromRandomExploration = heatMapPoint;
heatMapRegion.objectiveFunctionAverageValue = heatMapPoint.objectiveFunctionValues[heatMapRegion.requirementName];
heatMapRegions.Add(heatMapRegion);
}
}
return(heatMapRegions);
}
private void Awake()
{
agentRef = FindObjectOfType <BilliardAgent>();
gameSystemRef = FindObjectOfType <BilliardGameSystem>();
heatmapRef = FindObjectOfType <HeatMap>();
trainerRef = FindObjectOfType <TrainerMimic>();
agentDecisionRef = agentRef.GetComponent <DecisionMAES>();
if (agentDecisionRef && agentDecisionRef.GetComponent <ESOptimizer>())
{
defaultMAESInitStep = agentDecisionRef.GetComponent <ESOptimizer>().initialStepSize;
}
}
private void NormalizeResult()
{
if (HeatMap != null)
{
for (int l = 0; l < HeatMap.GetLength(0); l++)
{
for (int r = 0; r < HeatMap.GetLength(1); r++)
{
HeatMap[l, r] = HeatMap[l, r] / IterationCount;
}
}
}
}
// Use this for initialization
void Start()
{
// singleton-ish
instance = this;
// initialization
colors = new Color[resolution, resolution];
texture = new Texture2D(resolution, resolution);
GetComponent <Renderer>().material.mainTexture = texture;
// start update loop
StartCoroutine(UpdateFloor());
}
// Use this for initialization
protected virtual void Start()
{
this.gun = new BasicGun(this);
controller = new BillController(this);
leftOrRight = 0;
health = 3;
billHealth = GameObject.Find("BillHealth").GetComponent <GUIText>();
if (godMode)
{
health = 1000;
}
startingHeight = renderer.bounds.size.y;
startingWidth = renderer.bounds.size.x;
if (Application.loadedLevelName == "Level_2")
{
leftBoundary = 0.8f;
rightBoundary = 0.8f;
}
Respawn();
if (Application.loadedLevelName == "Level_1")
{
heatmap = GetComponent <HeatMap> ();
string p_string = "Contra Bill Progresssion Level 1";
string d_string = "Contra Bill Death Level 1";
progressionTag = new HeatTag("p_string", url);
progressionTag.SetSorted();
progressionTag.MapPointColorDelta = ProgressionMapColorDelta;
deathTag = new HeatTag("d_string", url);
deathTag.Type = HeatTag.HeatType.POINT;
if (TrackPlayer)
{
heatmap.TrackPlayer(this.gameObject, progressionTag, 0.2f);
}
if (ShowHeatMap)
{
heatmap.PlotData(progressionTag);
heatmap.PlotData(deathTag);
}
}
}
void GetHeatmapFromText(string text)
{
// Debug.Log(text);
string[] HeatMaps = text.Split('|');
foreach (var HeatMap in HeatMaps)
{
string[] entries = HeatMap.Split('\n');
foreach (var entry in entries)
{
if (entry != "")
{
i = int.Parse(entry.Substring(1, 1));
if (entry.Substring(4, 1) == ")")
{
j = int.Parse(entry.Substring(3, 1));
value = float.Parse(entry.Substring(6));
}
else
{
j = int.Parse(entry.Substring(3, 2));
value = float.Parse(entry.Substring(7));
}
heatMapArray[i, j] += value;
}
}
}
for (int i = 0; i < heatMapArray.GetLength(0); i++)
{
for (int j = 0; j < heatMapArray.GetLength(1); j++)
{
if (highest < heatMapArray[i, j])
{
highest = heatMapArray[i, j];
}
}
}
for (int i = 0; i < heatMapArray.GetLength(0); i++)
{
for (int j = 0; j < heatMapArray.GetLength(1); j++)
{
heatMapArray[i, j] = heatMapArray[i, j] / highest;
}
}
control.instance.overAllHeatMap = heatMapArray;
}
private void DisplayHeatMap()
{
if (HeatMap != null)
{
Console.WriteLine("{0}x{1}", HeatMap.GetLength(0), HeatMap.GetLength(1));
Console.WriteLine("");
for (int l = 0; l < HeatMap.GetLength(0); l++)
{
for (int r = HeatMap.GetLength(1) - 1; r >= 0; r--)
{
Console.Write("(" + HeatMap[l, r].ToString() + ") ");
}
Console.WriteLine("");
}
}
}
public static Texture2D TextureFromHeatMap(HeatMap heatMap)
{
int width = heatMap.values.GetLength(0);
int height = heatMap.values.GetLength(1);
Color[] colourMap = new Color[width * height];
for (int y = 0; y < height; y++)
{
for (int x = 0; x < width; x++)
{
colourMap[y * width + x] = Color.Lerp(Color.black, Color.white, Mathf.InverseLerp(heatMap.minValue, heatMap.maxValue, heatMap.values[x, y]));
}
}
return(TextureFromColourMap(colourMap, width, height));
}
public IActionResult HeatMap()
{
ViewData["Title"] = "HeatMap";
ViewData["Message"] = "HeatMap en desarrollo... v.100";
Data pruebaBBDD = new Data();
DataTable myData = pruebaBBDD.selectQuery("SELECT bssid, lat, lon, signal_rssi FROM SeenAp");
HeatMap customHeatMap = new HeatMap();
foreach (DataRow row in myData.Rows)
{
customHeatMap.seenAPs.Add(new AccessPoint(row["bssid"].ToString(), row["lat"].ToString(), row["lon"].ToString(), row["signal_rssi"].ToString()));
}
return(View(customHeatMap));
}
public static IEnumerable <(int x, int y, uint value)> GetValues(this HeatMap heatMap, ulong tileId, uint resolution = 256)
{
var(xTile, yTile, scaledResolution) = heatMap.GetTilePosition(tileId);
if (scaledResolution < resolution)
{
throw new NotSupportedException("Upscaling of heatmap not supported.");
}
if (scaledResolution > resolution)
{
var factor = scaledResolution / resolution;
for (var x = 0; x < resolution; x++)
{
for (var y = 0; y < resolution; y++)
{
var xScaled = x * factor;
var yScaled = y * factor;
var count = 0U;
for (var dx = 0; dx < factor; dx++)
{
for (var dy = 0; dy < factor; dy++)
{
count += heatMap[xTile + xScaled + dx, yTile + yScaled + dy];
}
}
if (count != 0)
{
yield return(x, y, count);
}
}
}
}
for (var x = 0; x < resolution; x++)
{
for (var y = 0; y < resolution; y++)
{
var count = heatMap[xTile + x, yTile + y];
if (count != 0)
{
yield return(x, y, count);
}
}
}
}
public HeatMap LoadHeatMapDiagramToTestWorkspace(string testWorkspaceName)
{
string workspaceResultsPath = GetWorkspaceRandomExplorationResultsPath(testWorkspaceName);
string heatMapDiagramsFilePath = workspaceResultsPath + RandomExplorationRun.heatMapDiagramsFileName;
if (!File.Exists(heatMapDiagramsFilePath))
{
return(null);
}
string[] heatMapDiagramsFileLines = System.IO.File.ReadAllLines(heatMapDiagramsFilePath);
MatchCollection wordMatches = Regex.Matches(heatMapDiagramsFileLines[0], @"[^,]+");
if (wordMatches.Count != (4 + 5))
{
return(null);
}
string[] objectiveFunctionsName = new string[5];
for (int i = 0; i < 5; ++i)
{
objectiveFunctionsName[i] = wordMatches[i + 4].Value;
}
HeatMap heatMap = new HeatMap();
for (int l = 1; l < heatMapDiagramsFileLines.Count(); ++l)
{
MatchCollection valueMatches = Regex.Matches(heatMapDiagramsFileLines[l], @"[^,]+");
if (valueMatches.Count != (4 + 5))
{
return(null);
}
HeatMapPoint heatMapPoint = new HeatMapPoint();
heatMapPoint.indexX = Int16.Parse(valueMatches[0].Value);
heatMapPoint.indexY = Int16.Parse(valueMatches[1].Value);
heatMapPoint.x = float.Parse(valueMatches[2].Value);
heatMapPoint.y = float.Parse(valueMatches[3].Value);
for (int i = 4; i < valueMatches.Count; ++i)
{
heatMapPoint.objectiveFunctionValues.Add(objectiveFunctionsName[i - 4],
float.Parse(valueMatches[i].Value));
}
heatMap.AddPoint(heatMapPoint);
}
heatMap.FinalizeAddingPoints();
return(heatMap);
}
