// creates particlePoints in the Particle System game object
//
//
//private void CreateParticles()
//{
// rowCount = pointList.Count;
// particlePoints = new ParticleSystem.Particle[rowCount];
// for (int i = 0; i < pointList.Count; i++)
// {
// // Convert object from list into float
// float x = (Convert.ToSingle(pointList[i][xName]) - xMin) / (xMax - xMin);
// float y = (Convert.ToSingle(pointList[i][yName]) - yMin) / (yMax - yMin);
// float z = (Convert.ToSingle(pointList[i][zName]) - zMin) / (zMax - zMin);
// // Set point location
// particlePoints[i].position = new Vector3(x, y, z) * plotScale;
// //GlowColor =
// // Set point color
// particlePoints[i].startColor = new Color(x, y, z, 1.0f);
// particlePoints[i].startSize = particleScale;
// }
//}
//Finds labels named in scene, assigns values to their text meshes
// WARNING: game objects need to be named within scene
private void AssignLabels(int number, DataForPlotting data, string method_name)
{
string postfix = number.ToString("0");
// Update point counter
GameObject.Find("Count_Description" + postfix).GetComponent <TextMesh>().text = "Number of subjects: " + pointList.Count.ToString("0");
// Update title according to dimensionality reduction method
GameObject.Find("Dataset_Label" + postfix).GetComponent <TextMesh>().text = method_name;
// Update axis titles to ColumnNames
GameObject.Find("X_Title" + postfix).GetComponent <TextMesh>().text = data.xName;
GameObject.Find("Y_Title" + postfix).GetComponent <TextMesh>().text = data.yName;
GameObject.Find("Z_Title" + postfix).GetComponent <TextMesh>().text = data.zName;
// Set x Labels by finding game objects and setting TextMesh and assigning value (need to convert to string)
GameObject.Find("X_Min_Lab" + postfix).GetComponent <TextMesh>().text = data.xMin.ToString("0.0");
GameObject.Find("X_Mid_Lab" + postfix).GetComponent <TextMesh>().text = (data.xMin + (data.xMax - data.xMin) / 2f).ToString("0.0");
GameObject.Find("X_Max_Lab" + postfix).GetComponent <TextMesh>().text = data.xMax.ToString("0.0");
// Set y Labels by finding game objects and setting TextMesh and assigning value (need to convert to string)
GameObject.Find("Y_Min_Lab" + postfix).GetComponent <TextMesh>().text = data.yMin.ToString("0.0");
GameObject.Find("Y_Mid_Lab" + postfix).GetComponent <TextMesh>().text = (data.yMin + (data.yMax - data.yMin) / 2f).ToString("0.0");
GameObject.Find("Y_Max_Lab" + postfix).GetComponent <TextMesh>().text = data.yMax.ToString("0.0");
// Set z Labels by finding game objects and setting TextMesh and assigning value (need to convert to string)
GameObject.Find("Z_Min_Lab" + postfix).GetComponent <TextMesh>().text = data.zMin.ToString("0.0");
GameObject.Find("Z_Mid_Lab" + postfix).GetComponent <TextMesh>().text = (data.zMin + (data.zMax - data.zMin) / 2f).ToString("0.0");
GameObject.Find("Z_Max_Lab" + postfix).GetComponent <TextMesh>().text = data.zMax.ToString("0.0");
}
void SetDataForPlotting(out DataForPlotting data, string xname, string yname)
{
data = new DataForPlotting(xname, yname);
// Get maxes of each axis
data.xMax = FindMaxValue(data.xName);
data.yMax = FindMaxValue(data.yName);
// Get minimums of each axis
data.xMin = FindMinValue(data.xName);
data.yMin = FindMinValue(data.yName);
}
// Places the prefabs according to values read in
private void PlacePrefabPoints(GameObject PointHolder, DataForPlotting data, string method_name, string status)
{
// Get count (number of rows in table)
rowCount = pointList.Count;
for (var i = 0; i < pointList.Count; i++)
{
// Set x/y/z, standardized to between 0-1
float x = (Convert.ToSingle(pointList[i][data.xName]) - data.xMin) / (data.xMax - data.xMin);
float y = (Convert.ToSingle(pointList[i][data.yName]) - data.yMin) / (data.yMax - data.yMin);
float z = (Convert.ToSingle(pointList[i][data.zName]) - data.zMin) / (data.zMax - data.zMin);
// Create vector 3 for positioning particlePoints
Vector3 position = new Vector3(x, y, z) * plotScale;
//instantiate as gameobject variable so that it can be manipulated within loop
GameObject dataPoint = Instantiate(PointPrefab, Vector3.zero, Quaternion.identity);
//dataPoint.GetComponent<Microsoft.MixedReality.Toolkit.UI.Interactable>().Profiles[0].Target = dataPoint;
// Make dataPoint child of PointHolder object , to keep Points within container in hiearchy
dataPoint.transform.parent = PointHolder.transform;
// Position point at relative to parent
dataPoint.transform.localPosition = position;
dataPoint.transform.localScale = new Vector3(pointScale, pointScale, pointScale);
// Assigns original values to dataPointName
//string dataPointName = "PCA_" + pointList[i][USUBJID_name];
string dataPointName = "" + pointList[i][USUBJID_name];
// Assigns name to the prefab
dataPoint.transform.name = dataPointName;
// Assigns original text to Tooltip text
string dist_col;
string stat_col;
if (method_name == "PCA")
{
dist_col = plot1USUBJID_distance;
stat_col = plot1USUBJID_status;
}
else if (method_name == "MDS")
{
dist_col = plot2USUBJID_distance;
stat_col = plot2USUBJID_status;
}
else
{
dist_col = plot3USUBJID_distance;
stat_col = plot3USUBJID_status;
}
//string dataPointTooltipText = method_name + " " +
//pointList[i][USUBJID_name] + System.Environment.NewLine + "Distance: " + pointList[i][dist_col] + System.Environment.NewLine + "Status: " + pointList[i][stat_col];
string dataPointTooltipText = method_name + System.Environment.NewLine + pointList[i][USUBJID_name] + System.Environment.NewLine +
"PCA: " + pointList[i][plot1USUBJID_status] + System.Environment.NewLine +
"MDS: " + pointList[i][plot2USUBJID_status] + System.Environment.NewLine +
"LLE: " + pointList[i][plot3USUBJID_status];
dataPoint.GetComponent <Microsoft.MixedReality.Toolkit.UI.ToolTipSpawner>().toolTipText = dataPointTooltipText;
if (renderPrefabsWithColor == true)
{
// Sets color according to x/y/z value
//dataPoint.GetComponent<Renderer>().material.color = new Color(x, y, z, 1.0f);
//// Activate emission color keyword so we can modify emission color
dataPoint.GetComponent <Renderer>().material.EnableKeyword("_EMISSION");
dataPoint.GetComponent <Renderer>().material.SetColor("_EmissionColor", new Color(0.0f, 0.0f, 0.0f, 1.0f));
string s = pointList[i][status] as string;
if (s == "Severe Outlier")
{
dataPoint.GetComponent <Renderer>().material.color = new Color(1.0f, 0.0f, 0.0f, 1.0f);
}
else if (s == "Moderate Outlier")
{
dataPoint.GetComponent <Renderer>().material.color = new Color(0.5f, 0.0f, 0.5f, 1.0f);
}
else if (s == "Moderate Inlier")
{
dataPoint.GetComponent <Renderer>().material.color = new Color(0.0f, 1.0f, 0.3f, 1.0f);
}
else if (s == "Severe Inlier")
{
dataPoint.GetComponent <Renderer>().material.color = new Color(1.0f, 1.0f, 0.0f, 1.0f);
}
else
{
dataPoint.GetComponent <Renderer>().material.color = new Color(0.0f, 0.0f, 1.0f, 1.0f);
}
}
//Form arrays by status in PCA (used to filter points by status)
if (method_name == "PCA")
{
string st = pointList[i][status] as string;
if (st == "Severe Outlier")
{
severeOutlier.Add(dataPoint);
}
else if (st == "Moderate Outlier")
{
moderateOutlier.Add(dataPoint);
}
else if (st == "Moderate Inlier")
{
moderateInlier.Add(dataPoint);
}
else if (st == "Severe Inlier")
{
severeInlier.Add(dataPoint);
}
else
{
withinRange.Add(dataPoint);
}
}
//AssignLabels();
}
}
