/// <summary>
/// Show the load, delete and record buttons
/// </summary>
protected void ShowButtons(IMLConfiguration node)
{
m_ButtonsRect.x = m_IconCenter.x + 20;
m_ButtonsRect.y = m_IconCenter.y + m_IconCenter.height;
m_ButtonsRect.width = m_BodyRect.width - 40;
m_ButtonsRect.height = 150;
GUILayout.BeginArea(m_ButtonsRect);
// if button contains mouse position
TrainModelButton();
GUILayout.Space(15);
RunModelButton();
GUILayout.Space(15);
GUILayout.BeginHorizontal();
GUILayout.Space(NodeWidth / 2 - 40);
if (GUILayout.Button("", m_NodeSkin.GetStyle("Reset")))
{
node.ResetModel();
numberOfExamplesTrained = 0;
}
GUILayout.EndHorizontal();
GUILayout.BeginHorizontal();
GUILayout.Label("reset model", m_NodeSkin.GetStyle("Reset Pink Label"));
GUILayout.EndHorizontal();
GUILayout.Space(15);
ShowRunOnAwakeToggle(node);
GUILayout.EndArea();
}
protected void ShowRunOnAwakeToggle(IMLConfiguration configNode)
{
GUILayout.BeginHorizontal();
GUILayout.Space(bodySpace);
configNode.RunOnAwake = EditorGUILayout.Toggle(configNode.RunOnAwake, m_NodeSkin.GetStyle("Local Space Toggle"));
EditorGUILayout.LabelField("Run Model On Play", m_NodeSkin.GetStyle("Node Local Space Label"));
GUILayout.EndHorizontal();
}
/// <summary>
/// Called whenever the xNode editor window is updated
/// </summary>
public override void OnBodyGUI()
{
// Override label width for this node (since some names are quite long)
LabelWidth = 184;
base.OnBodyGUI();
m_IMLConfigNode = (target as IMLConfiguration);
// SHOW KEYBOARD SHORTCUTS
// Show information about runtime keys for interaction
GUIStyle styleGUIBox = new GUIStyle(GUI.skin.box);
styleGUIBox.richText = true;
if (m_IMLConfigNode.EnableKeyboardControl)
{
GUILayout.Box("<b>Runtime Keys:</b>\n <b>Train:</b> " + m_IMLConfigNode.TrainingKey.ToString()
+ " | <b>Run:</b> " + m_IMLConfigNode.RunningKey,
styleGUIBox);
//GUILayout.Box("<b>Runtime Keys:</b>\n <b>Run:</b> R", styleGUIBox);
// Show key configs
m_IMLConfigNode.TrainingKey = (KeyCode)EditorGUILayout.EnumFlagsField(m_IMLConfigNode.TrainingKey);
m_IMLConfigNode.RunningKey = (KeyCode)EditorGUILayout.EnumFlagsField(m_IMLConfigNode.RunningKey);
EditorGUILayout.Space();
}
// SHOW INPUTS CONFIG
EditorGUILayout.Space();
ShowExpectedInputsConfigLogic();
EditorGUILayout.Space();
// SHOW OUTPUTS CONFIG
ShowExpectedOutputsConfigLogic();
EditorGUILayout.Space();
// SHOW TRAINING STATUS
ShowTrainingStatus();
// SHOW TOTAL NUMBER OF TRAINING EXAMPLES
// Account for dtw
if (m_IMLConfigNode.LearningType == IMLSpecifications.LearningType.DTW)
{
EditorGUILayout.LabelField("Total No. Training Series: ", m_IMLConfigNode.TotalNumTrainingData.ToString());
}
// classification/regression
else
{
EditorGUILayout.LabelField("Total No. Training Examples: ", m_IMLConfigNode.TotalNumTrainingData.ToString());
}
EditorGUILayout.Space();
// SHOW MODEL OUTPUT
ShowModelOutput();
EditorGUILayout.Space();
// SHOW TRAIN BUTTON
ShowTrainModelButton();
// SHOW RUN BUTTON
ShowRunModelButton();
// Init model button (to debug the model not working)
if (GUILayout.Button("Reset Model"))
{
m_IMLConfigNode.ResetModel();
}
// SHOW FEATURE SELECTION MATRIX
// ShowFeatureSelectionMatrix();
// Errors with needed connections
if (m_IMLConfigNode.ExpectedOutputList.Count == 0)
{
EditorGUILayout.HelpBox("There are no Expected Outputs Configured!", MessageType.Error);
}
if (m_IMLConfigNode.InputFeatures == null || m_IMLConfigNode.InputFeatures.Count == 0)
{
EditorGUILayout.HelpBox("There are no Realtime Input Features Connected!", MessageType.Error);
}
}
private void ShowModelOutput()
{
IMLConfiguration IMLConfigNode = (IMLConfiguration)target;
EditorGUILayout.Space();
showModelOutput = true;
showModelOutput = EditorGUILayout.Foldout(showModelOutput, "Model Output Value");
if (showModelOutput)
{
for (int i = 0; i < IMLConfigNode.PredictedOutput.Count; i++)
{
//IMLConfigNode.TransformPredictedOuputToIMLTypes();
var outputFeature = IMLConfigNode.PredictedOutput[i];
switch (outputFeature.DataType)
{
case IMLSpecifications.DataTypes.Float:
EditorGUILayout.FloatField("Output " + (i + 1) + ": ", outputFeature.Values[0]);
break;
case IMLSpecifications.DataTypes.Integer:
EditorGUILayout.IntField("Output " + (i + 1) + ": ", (int)outputFeature.Values[0]);
break;
case IMLSpecifications.DataTypes.Vector2:
Vector2 values = new Vector2(outputFeature.Values[0], outputFeature.Values[1]);
EditorGUILayout.Vector2Field("Output " + (i + 1) + ": ", values);
break;
case IMLSpecifications.DataTypes.Vector3:
Vector3 valuesV3 = new Vector3(outputFeature.Values[0], outputFeature.Values[1], outputFeature.Values[2]);
EditorGUILayout.Vector3Field("Output " + (i + 1) + ": ", valuesV3);
break;
case IMLSpecifications.DataTypes.Vector4:
Vector4 valuesV4 = new Vector4(outputFeature.Values[0], outputFeature.Values[1], outputFeature.Values[2], outputFeature.Values[3]);
EditorGUILayout.Vector4Field("Output " + (i + 1) + ": ", valuesV4);
break;
case IMLSpecifications.DataTypes.SerialVector:
EditorGUILayout.LabelField("Output " + (i + 1) + ": ");
EditorGUI.indentLevel++;
for (int j = 0; j < outputFeature.Values.Length; j++)
{
EditorGUILayout.FloatField("", outputFeature.Values[j]);
}
EditorGUI.indentLevel--;
break;
default:
break;
}
// DEBUG CODE
//if (IMLConfigNode.Running && outputFeature.Values.Length > 0)
//{
// for (int j = 0; j < outputFeature.Values.Length; j++)
// {
// Debug.Log(outputFeature.Values[j]);
// }
//}
}
}
}
private void ShowFeatureSelectionMatrix()
{
IMLConfiguration IMLConfigNode = (IMLConfiguration)target;
EditorGUILayout.Space();
showInputOutputMatrix = EditorGUILayout.Foldout(showInputOutputMatrix, "Feature Selection Matrix ");
if (showInputOutputMatrix)
{
EditorGUI.indentLevel++;
for (int i = 0; i < 1; i++)
//for (int i = 0; i < IMLConfigNode.ExpectedInputList.Count; i++)
{
EditorGUI.indentLevel = 0;
GUIStyle tableStyle = new GUIStyle("box");
tableStyle.padding = new RectOffset(24, 10, 10, 10);
tableStyle.margin.left = 24;
GUIStyle headerColumnStyle = new GUIStyle();
headerColumnStyle.fixedWidth = 35;
GUIStyle columnStyle = new GUIStyle();
columnStyle.fixedWidth = 60;
GUIStyle rowStyle = new GUIStyle();
rowStyle.fixedHeight = 25;
GUIStyle rowHeaderStyle = new GUIStyle();
rowHeaderStyle.fixedWidth = columnStyle.fixedWidth - 1;
GUIStyle columnHeaderStyle = new GUIStyle();
columnHeaderStyle.fixedWidth = 30f;
columnHeaderStyle.fixedHeight = 25.5f;
GUIStyle columnLabelStyle = new GUIStyle();
columnLabelStyle.fixedWidth = rowHeaderStyle.fixedWidth - 6;
columnLabelStyle.alignment = TextAnchor.MiddleCenter;
columnLabelStyle.fontStyle = FontStyle.Bold;
columnLabelStyle.fontSize = 10;
GUIStyle cornerLabelStyle = new GUIStyle();
cornerLabelStyle.fixedWidth = 42;
cornerLabelStyle.alignment = TextAnchor.MiddleRight;
cornerLabelStyle.fontStyle = FontStyle.BoldAndItalic;
cornerLabelStyle.fontSize = 10;
cornerLabelStyle.padding.top = -5;
GUIStyle rowLabelStyle = new GUIStyle();
rowLabelStyle.fixedWidth = 25;
rowLabelStyle.alignment = TextAnchor.MiddleRight;
rowLabelStyle.fontStyle = FontStyle.Bold;
rowLabelStyle.fontSize = 10;
GUIStyle toggleStyle = new GUIStyle("toggle");
rowStyle.margin.left = 14;
// Draw background box with a softer color
Color oldColor = GUI.backgroundColor;
Color newColor = new Color(1, 1, 1, 0.8f);
GUI.backgroundColor = newColor;
EditorGUILayout.BeginHorizontal(tableStyle);
GUI.backgroundColor = oldColor;
// These are the nested for loops that draw the matrix
for (int x = -1; x < IMLConfigNode.ExpectedOutputList.Count; x++)
{
EditorGUILayout.BeginVertical((x == -1) ? headerColumnStyle : columnStyle);
for (int y = -1; y < IMLConfigNode.ExpectedInputList.Count; y++)
{
// Draws the top left info label
if (x == -1 && y == -1)
{
EditorGUILayout.BeginVertical(rowHeaderStyle);
EditorGUILayout.LabelField("", cornerLabelStyle);
EditorGUILayout.EndHorizontal();
}
// Draws the label for the row (Inputs)
else if (x == -1)
{
EditorGUILayout.BeginVertical(columnHeaderStyle);
EditorGUILayout.LabelField("Input " + y, rowLabelStyle);
EditorGUILayout.EndHorizontal();
}
// Draws the label for the column (Outputs)
else if (y == -1)
{
EditorGUILayout.BeginVertical(rowHeaderStyle);
EditorGUILayout.LabelField("Output " + x, columnLabelStyle);
EditorGUILayout.EndHorizontal();
}
// Draws the check box in the feature to feature matrix
if (x >= 0 && y >= 0)
{
EditorGUILayout.BeginHorizontal(rowStyle);
// This should change an option in a matrix inside the IMLConfiguration component
EditorGUILayout.Toggle(true);
//levels.allLevels[i].board[x, y] = (BlockColors)EditorGUILayout.EnumPopup(levels.allLevels[i].board[x, y], enumStyle);
EditorGUILayout.EndHorizontal();
}
}
EditorGUILayout.EndVertical();
}
EditorGUILayout.EndHorizontal();
}
}
}