private void SaveButton()
{
// Create a list to hold new dataValues
List <string> newDataInputList = new List <string>();
// Get list of values from newData InputFields
foreach (GameObject dataInput in GameObject.FindGameObjectsWithTag("PCPNewDataInputField"))
{
newDataInputList.Add(dataInput.GetComponent <TMP_InputField>().text);
dataInput.GetComponent <TMP_InputField>().text = null;
}
;
// Get & Set kValue InputField and weighted Toggle for KNN
KNN.kValue = Convert.ToInt32(GameObject.FindGameObjectWithTag("PCPkValue").GetComponent <TMP_InputField>().text);
KNN.trueOrFalse = GameObject.FindGameObjectWithTag("PCPWeighted").GetComponent <Toggle>().isOn;
// Run Cancel() to clear and hide the NewData Panel after the values have been stored
CancelButton();
// Add the new data
NewDataPoint.AddDataPoint(newDataInputList);
ColorManager.Blink(KNN.kPoints, pointList);
// Target the last DataBall (column4) within the newly added instance
GameObject newBall = (GameObject)pointList.Last()["DataBall4"] as GameObject;
TargetingScript.selectedTarget = newBall;
TargetingScript.colorOff = TargetingScript.selectedTarget.GetComponent <Renderer>().material.color;
TargetingScript.selectedTarget.GetComponent <Renderer>().material.color = Color.white;
TargetingScript.selectedTarget.transform.localScale += new Vector3(+0.01f, +0.01f, +0.01f);
}
public static void ChangeDataPoint()
{
int countBalancer;
//TODO: 'countBalancer' skulle kanske kunna vara en input-parameter istället. (Johannes)
if (SceneManager.GetActiveScene().name == "ParallelCoordinatePlot")
{
countBalancer = 6;
}
else
{
countBalancer = 3;
}
Dictionary <string, object> KnnPoint = CSVläsare.pointList.Last();
CSVläsare.pointList.Remove(KnnPoint);
double[] unknown = new double[KnnPoint.Count - countBalancer];
for (int i = 0; i < KnnPoint.Count - countBalancer; ++i)
{
unknown[i] = (Convert.ToDouble(KnnPoint[CSVläsare.columnList[i + 1]], CultureInfo.InvariantCulture));
}
var predict = CSVläsare.dataClass.Knn(unknown);
KnnPoint[CSVläsare.columnList.Last()] = predict;
CSVläsare.pointList.Add(KnnPoint);
if (SceneManager.GetActiveScene().name == "ScatterPlotMatrix")
{
ScatterPlotMatrix.ThisInstans.PlottData();
}
else if (SceneManager.GetActiveScene().name == "ParallelCoordinatePlot")
{
ParallelCoordinatePlotter.ThisInstans.ReorderColumns();
if (KNN.kPoints != null && KNN.kPoints.Count > 0) //TODO: Skall flyttas. (Johannes)
{
ColorManager.Blink(KNN.kPoints, CSVläsare.pointList);
}
}
else if (SceneManager.GetActiveScene().name == "ValfriTeknik")
{
ScatterplotDimensions.ThisInstans.PlottData();
}
else
{
DataPlotter.ThisInstans.PlottData();
}
}
public void PlottData()
{
Max = new float[dropDownList.Length - 1];
Min = new float[dropDownList.Length - 1];
nameList = new string[dropDownList.Length - 1];
if (TargetingScript.selectedTarget != null)
{
selectedIndex = TargetingScript.selectedTarget.GetComponent <StoreIndexInDataBall>().Index;
}
foreach (GameObject dataValues in GameObject.FindGameObjectsWithTag("DataBall"))
{
Destroy(dataValues);
}
foreach (var axisValue in GameObject.FindGameObjectsWithTag("3D_Axis_ValueText"))
{
Destroy(axisValue);
}
feature1Name = columnListDropDown[dropDownList[0].value];
feature2Name = columnListDropDown[dropDownList[1].value];
feature3Name = columnListDropDown[dropDownList[2].value];
feature4Name = columnListDropDown[dropDownList[3].value];
feature5Name = columnListDropDown[dropDownList[4].value];
for (int i = 0; i < dropDownList.Length - 1; i++)
{
nameList[i] = columnList[dropDownList[i].value + 1];
textList[i].text = nameList[i];
Min[i] = CalculationHelpers.FindMinValue(nameList[i], pointList);
Max[i] = CalculationHelpers.FindMaxValue(nameList[i], pointList);
}
InstantiateDataPoint(Max, Min, nameList);
RenderAxisValues(Max, Min);
// Focus camera on new dataPoint
if (CameraBehavior.teleportCamera)
{
CameraBehavior.RefocusCamera(pointList);
}
if (KNN.kPoints != null)
{
if (KNN.kPoints.Count > 0)
{
ColorManager.Blink(KNN.kPoints, pointList);
}
}
}
public void PlottData()
{
if (TargetingScript.selectedTarget != null)
{
selectedIndex = TargetingScript.selectedTarget.GetComponent <StoreIndexInDataBall>().Index;
}
DestroyDataBallsAndAxisValues();
xName = columnList[xList.value + 1];
yName = columnList[yList.value + 1];
xAxisText.text = xName;
yAxisText.text = yName;
// Get maxes of each axis
xMax = CalculationHelpers.FindMaxValue(xName, pointList);
yMax = CalculationHelpers.FindMaxValue(yName, pointList);
zMax = 0f;
// Get minimums of each axis
xMin = CalculationHelpers.FindMinValue(xName, pointList);
yMin = CalculationHelpers.FindMinValue(yName, pointList);
zMin = 0f;
// If renderMode is 3D
if (MainMenu.renderMode == 1)
{
zName = columnList[zList.value + 1];
zAxisText.text = zName;
zMax = CalculationHelpers.FindMaxValue(zName, pointList);
zMin = CalculationHelpers.FindMinValue(zName, pointList);
}
string valueString;
// If renderMode is 2D
if (MainMenu.renderMode == 0)
{
// Destroy all dataValues before plotting new ones
foreach (GameObject dataValues in GameObject.FindGameObjectsWithTag("dataValues"))
{
Destroy(dataValues);
}
DrawBackgroundGridAndValues();
}
// If renderMode is 3D
if (MainMenu.renderMode == 1)
{
RenderAxisValues();
}
// Loop through Pointlist
for (var i = 0; i < pointList.Count; i++)
{
GameObject dataPoint;
// Get value in poinList at ith "row", in "column" Name, normalize
valueString = pointList[i][xName].ToString();
float x = (float.Parse(valueString, CultureInfo.InvariantCulture) - xMin) / (xMax - xMin);
valueString = pointList[i][yName].ToString();
float y = (float.Parse(valueString, CultureInfo.InvariantCulture) - yMin) / (yMax - yMin);
float z = 1;
//Instantiate datapoints
if (MainMenu.renderMode == 0)
{
dataPoint = Instantiate(PointPrefab, new Vector3(x, y, 0) * plotScale, Quaternion.identity);
dataPoint.transform.name = pointList[i][columnList[0]] + " " + pointList[i][xName] + " " + pointList[i][yName] + " " + pointList[i][columnList[columnList.Count() - 1]];
dataPoint.transform.parent = PointHolder.transform;
}
else
{
valueString = pointList[i][zName].ToString();
z = (float.Parse(valueString, CultureInfo.InvariantCulture) - zMin) / (zMax - zMin);
dataPoint = Instantiate(PointPrefab, new Vector3(x, y, z) * plotScale, Quaternion.identity);
dataPoint.transform.name = pointList[i][columnList[0]] + " " + pointList[i][xName] + " " + pointList[i][yName] + " " + pointList[i][zName] + " " + pointList[i][columnList[columnList.Count() - 1]];
dataPoint.transform.parent = PointHolder.transform;
}
if (!pointList[i].ContainsKey("DataBall"))
{
pointList[i].Add("DataBall", dataPoint);
}
else
{
pointList[i]["DataBall"] = dataPoint;
}
//Store values in dataPoint
dataPoint.GetComponent <StoreIndexInDataBall>().Index = i;
dataPoint.GetComponent <StoreIndexInDataBall>().TargetFeature = pointList[i][columnList[columnList.Count - 1]].ToString();
dataPoint.GetComponent <StoreIndexInDataBall>().Feature1 = xName;
dataPoint.GetComponent <StoreIndexInDataBall>().Feature2 = yName;
if (zName != null)
{
dataPoint.GetComponent <StoreIndexInDataBall>().Feature3 = zName;
}
//Assign color to dataPoint
int index = targetFeatures.IndexOf(pointList[i][columnList[columnList.Count - 1]].ToString());
if (targetFeatures.Count() <= 10)
{
ColorManager.ChangeColor(dataPoint, index);
}
else
{
dataPoint.GetComponent <Renderer>().material.color = new Color(x, y, z, 1.0f);
}
//Reselect target if one was selected before.
if (selectedIndex == i)
{
TargetingScript.selectedTarget = dataPoint;
TargetingScript.colorOff = TargetingScript.selectedTarget.GetComponent <Renderer>().material.color;
TargetingScript.selectedTarget.GetComponent <Renderer>().material.color = Color.white;
TargetingScript.selectedTarget.transform.localScale += new Vector3(+0.01f, +0.01f, +0.01f);
selectedIndex = -1;
}
}
// Focus camera on new dataPoint
if (CameraBehavior.teleportCamera)
{
CameraBehavior.RefocusCamera(pointList);
}
if (KNN.kPoints != null)
{
if (KNN.kPoints.Count > 0)
{
ColorManager.Blink(KNN.kPoints, pointList);
}
}
}
public void PlottData()
{
if (TargetingScript.selectedTarget != null)
{
selectedIndex = TargetingScript.selectedTarget.GetComponent <StoreIndexInDataBall>().Index;
selectedRow = TargetingScript.selectedTarget.GetComponent <StoreIndexInDataBall>().Row;
selectedColumn = TargetingScript.selectedTarget.GetComponent <StoreIndexInDataBall>().Column;
}
ResetDataPlot();
for (int j = 0; j < 4; j++)
{
for (int k = 0; k < 4; k++)
{
try
{
feature1Name = featureList[columnDropdownList[j].value];
feature2Name = featureList[columnDropdownList[k].value];
feature1 = featureList[columnDropdownList[0].value];
feature2 = featureList[columnDropdownList[1].value];
feature3 = featureList[columnDropdownList[2].value];
feature4 = featureList[columnDropdownList[3].value];
if (j == k)
{
GameObject summonPlane = Instantiate(planePointBackground,
new Vector3(k * 1.2F + 0.5F, j * 1.2F + 0.5F, 0) * plotScale,
Quaternion.Euler(0, 90, -90));
//Le textfält
TMP_Text textField = Instantiate(ScatterplotMatrixText,
new Vector3(k * 1.2F + 1, j * 1.2F + 0.3F, -0.01f) * plotScale,
Quaternion.identity);
textField.text = featureList[columnDropdownList[j].value];
}
else if (k < j)
{
GameObject summonPlane = Instantiate(planePointBackground,
new Vector3(k * 1.2F + 0.5F, j * 1.2F + 0.5F, 0) * plotScale,
Quaternion.Euler(0, 90, -90));
// Get maxes of each axis
float xMax = CalculationHelpers.FindMaxValue(feature1Name, pointList);
float yMax = CalculationHelpers.FindMaxValue(feature2Name, pointList);
// Get minimums of each axis
float xMin = CalculationHelpers.FindMinValue(feature1Name, pointList);
float yMin = CalculationHelpers.FindMinValue(feature2Name, pointList);
string valueString;
//Loop through Pointlist
for (var i = 0; i < pointList.Count; i++)
{
GameObject dataPoint;
// Get value in poinList at ith "row", in "column" Name, normalize
valueString = pointList[i][feature1Name].ToString();
float x = (float.Parse(valueString, CultureInfo.InvariantCulture) - xMin) / (xMax - xMin);
valueString = pointList[i][feature2Name].ToString();
float y = (float.Parse(valueString, CultureInfo.InvariantCulture) - yMin) / (yMax - yMin);
int index = targetFeatures.IndexOf(pointList[i][columnList[columnList.Count - 1]].ToString());
// Instantiate dataPoint
dataPoint = Instantiate(PointPrefab,
new Vector3(x + k * 1.2F, y + j * 1.2F, 0) * plotScale,
Quaternion.identity);
// Set transform name
dataPoint.transform.name = pointList[i][feature1Name] + " " + pointList[i][feature2Name];
// Set parent
dataPoint.transform.parent = PointHolder.transform;
dataPoint.GetComponent <StoreIndexInDataBall>().Index = i;
dataPoint.GetComponent <StoreIndexInDataBall>().TargetFeature =
pointList[i][columnList[columnList.Count - 1]].ToString();
dataPoint.GetComponent <StoreIndexInDataBall>().Feature1 = feature1;
dataPoint.GetComponent <StoreIndexInDataBall>().Feature2 = feature2;
dataPoint.GetComponent <StoreIndexInDataBall>().Column = featureList[columnDropdownList[j].value];
dataPoint.GetComponent <StoreIndexInDataBall>().Row = featureList[columnDropdownList[k].value];
dataPoint.GetComponent <StoreIndexInDataBall>().Feature3 = feature3;
dataPoint.GetComponent <StoreIndexInDataBall>().Feature4 = feature4;
dataPoint.GetComponent <StoreIndexInDataBall>().ScatterPlotMatrixPositionFinder = new Vector3(k * 1.2F + 0.5F, j * 1.2F + 0.5F, 0) * plotScale;
dataPoint.GetComponent <StoreIndexInDataBall>().ScatterPlotMatrixPositionFinder += new Vector3(-5, -5, 0);
if (!pointList[i].ContainsKey("DataBall"))
{
pointList[i].Add("DataBall", dataPoint);
}
else
{
pointList[i]["DataBall"] = dataPoint;
}
// Set color
if (targetFeatures.Count() <= 10)
{
ColorManager.ChangeColor(dataPoint, index);
}
else
{
dataPoint.GetComponent <Renderer>().material.color = new Color(x, y, y, 1.0f);
}
//Reselect target if one was selected before.
if (selectedIndex == i && dataPoint.GetComponent <StoreIndexInDataBall>().Column == selectedColumn && dataPoint.GetComponent <StoreIndexInDataBall>().Row == selectedRow)
{
TargetingScript.selectedTarget = dataPoint;
TargetingScript.colorOff = TargetingScript.selectedTarget.GetComponent <Renderer>().material.color;
TargetingScript.selectedTarget.GetComponent <Renderer>().material.color = Color.white;
TargetingScript.selectedTarget.transform.localScale += new Vector3(+0.01f, +0.01f, +0.01f);
selectedIndex = -1;
}
if (KNN.KNNMode && i == pointList.Count() - 1)
{
dataPoint.GetComponent <Renderer>().material.color = Color.white;
dataPoint.transform.localScale += new Vector3(-0.01f, -0.01f, -0.01f);
}
}
}
}
catch (Exception) { }
if (KNN.kPoints != null)
{
if (KNN.kPoints.Count > 0)
{
ColorManager.Blink(KNN.kPoints, pointList);
}
}
}
}
// Focus camera on new dataPoint
if (CameraBehavior.teleportCamera)
{
CameraBehavior.RefocusCamera(pointList);
}
}