/// <summary>
/// Diese Methode färbt falls er bei der Klassifizierung fehelrhaft interpretiert worden ist ein.
/// </summary>
public void colorError(CSVDataSource dataSource)
{
int columnindex = 0;
int j = 0;
foreach (var column in dataSource)
{
if (column.Identifier.Equals(dataSource.categoryColumn))
{
columnindex = j;
}
// dann möchte ich den index und befülle diesen index dann unten
j++;
}
if (!(dataSource.results[index].Equals(dataSource.getOriginalValue(dataSource[columnindex].Data[index], dataSource[columnindex].Identifier).ToString())))
{
Renderer renderer = this.GetComponent <Renderer>();
if (dataSource.resultColor != null)
{
color = Utilities.HexToColor(dataSource.resultColor);
renderer.material.color = color;
}
else
{
color = Color.red;
renderer.material.color = color;
}
}
}
private void PropagateSetText(int[] indices, int viewID)
{
// Get the visualisation again
Visualisation visualisation = PhotonView.Find(viewID).GetComponentInChildren <Visualisation>();
StringBuilder stringBuilder = new StringBuilder();
stringBuilder.AppendFormat("<b>{0} (x):</b> {1}\n", visualisation.xDimension.Attribute, dataSource.getOriginalValue(indices[0], visualisation.xDimension.Attribute));
stringBuilder.AppendFormat("<b>{0} (y):</b> {1}\n", visualisation.yDimension.Attribute, dataSource.getOriginalValue(indices[0], visualisation.yDimension.Attribute));
if (visualisation.zDimension.Attribute != "Undefined")
{
stringBuilder.AppendFormat("<b>{0} (z):</b> {1}\n", visualisation.zDimension.Attribute, dataSource.getOriginalValue(indices[0], visualisation.zDimension.Attribute));
}
stringBuilder.Append("--------\n");
if (indices.Length > 1)
{
stringBuilder.AppendFormat("<i>{0} stacked points</i>", indices.Length);
}
else
{
for (int i = 0; i < dataSource.DimensionCount; i++)
{
string dimension = dataSource[i].Identifier;
object value = dataSource.getOriginalValue(indices[0], dimension);
if (dataSource[dimension].MetaData.type == DataType.Float && value.ToString().Length > 4)
{
stringBuilder.AppendFormat("<b>{0}:</b> {1}\n", dimension, ((float)value).ToString("#,##0.00"));
}
else
{
stringBuilder.AppendFormat("<b>{0}:</b> {1}\n", dimension, value);
}
}
}
frontText.text = stringBuilder.ToString();
frontText.ForceMeshUpdate();
// Resize the panel based on the text
Vector2 scale = frontText.GetRenderedValues();
scale.x = scale.x / 2 + 0.01f;
scale.y = scale.y / 2 + 0.01f;
panel.transform.localScale = new Vector3(scale.x, scale.y, 0.01f);
panel.transform.localPosition = new Vector3(scale.x / 2 + 0.01f, scale.y / 2 + 0.01f, 0);
frontText.transform.localPosition = new Vector3(0.01f, scale.y + 0.01f, -0.008f);
// Set the text and position the back
backText.text = stringBuilder.ToString();
backText.ForceMeshUpdate();
backText.transform.localPosition = new Vector3(scale.x + 0.01f, scale.y + 0.01f, 0.008f);
}
/// <summary>
/// Returns the data from the CSV-File which this DataPoint represents.
/// The first dimension holds the three columns.
/// The second dimension holds the columns identifier in index 0 and the value in index 1.
/// </summary>
/// <returns></returns>
public string[,] GetData()
{
CSVDataSource dataSource = scatterplot.dataSource;
int xDim = scatterplot.xDim;
int yDim = scatterplot.yDim;
int zDim = scatterplot.zDim;
string[,] data = new string[3, 2];
data[0, 0] = dataSource[xDim].Identifier;
data[0, 1] = dataSource.getOriginalValue(dataSource[xDim].Data[index], dataSource[xDim].Identifier).ToString();
data[1, 0] = dataSource[yDim].Identifier;
data[1, 1] = dataSource.getOriginalValue(dataSource[yDim].Data[index], dataSource[yDim].Identifier).ToString();
data[2, 0] = dataSource[zDim].Identifier;
data[2, 1] = dataSource.getOriginalValue(dataSource[zDim].Data[index], dataSource[zDim].Identifier).ToString();
return(data);
}
void FacetBy(string attribute)
{
// categories
// "B02598";
// "B02512"
float[] uniqueValues = csvdata[attribute].MetaData.categories;
accordion = new View [uniqueValues.Length];
for (int i = 0; i < uniqueValues.Length; i++)
{
View view = Facet(csvdata,
csvdata.getOriginalValue(uniqueValues[i], attribute).ToString(), "Base", Random.ColorHSV());
view.transform.position = new Vector3(i, 0, 0);
accordion[i] = view;
}
//View v1 = Faceting(csvdata, "B02598");
//v1.transform.position = Vector3.zero;
//View v2 = Faceting(csvdata, "B02512");
//v2.transform.position = Vector3.right;
}
/// <summary>
/// Methode färbt die Datenpunkte.
/// Bei Auto nach Zylinderanzahl.
/// Bei Iris nach Spezies.
/// </summary>
/// <param name="dataSource"></param>
public void colorPoint(CSVDataSource dataSource)
{
int irisColumn = 4; //3 verschiedene Farben
int autoMpgColumn = 1; //5 verschiedene Farben
int test = 3;
int columnindex = 0;
int j = 0;
foreach (var column in dataSource)
{
if (column.Identifier.Equals(dataSource.categoryColumn))
{
columnindex = j;
}
// dann möchte ich den index und befülle diesen index dann unten
j++;
}
Renderer renderer = this.GetComponent <Renderer>();
//dynamic color marking
List <List <string> > categorieColors = dataSource.categoryColors;
if (categorieColors != null)
{
foreach (List <string> categorie in categorieColors)
{
for (int i = 0; i < categorie.Count; i += 2)
{
if (categorie[i].Equals(dataSource.getOriginalValue(dataSource[columnindex].Data[index], dataSource[columnindex].Identifier).ToString()))
{
renderer.material.color = Utilities.HexToColor(categorie[++i]);
}
}
}
}
if (dataSource.data.name.Equals("auto-mpg.csv"))
{
//index == Zeilennummer
//autoMpgNumber == Spaltennummer
switch (dataSource.getOriginalValue(dataSource[autoMpgColumn].Data[index], dataSource[autoMpgColumn].Identifier).ToString())
{
case "8":
color = Color.red;
renderer.material.color = color;
break;
case "6":
color = Color.yellow;
renderer.material.color = color;
break;
case "5":
color = Color.blue;
renderer.material.color = color;
break;
case "4":
color = Color.cyan;
renderer.material.color = color;
break;
case "3":
color = Color.green;
renderer.material.color = color;
break;
}
}
else if (dataSource.data.name.Equals("Iris.csv"))
{
switch (dataSource.getOriginalValue(dataSource[irisColumn].Data[index], dataSource[irisColumn].Identifier).ToString())
{
case "Iris-setosa":
color = Color.red;
renderer.material.color = color;
break;
case "Iris-versicolor":
color = Color.yellow;
renderer.material.color = color;
break;
case "Iris-virginica":
color = Color.green;
renderer.material.color = color;
break;
}
}
}
