Changeset 10540 for trunk/sources/HeuristicLab.Problems.DataAnalysis

Timestamp:

03/05/14 15:08:11 (10 years ago)

Author:

mkommend

Message:

#1758: Reimplemented functionality to load new problem data to data analysis solution and redesigned the according views.

• Added setter for the target variable of regression and classification problem data.
• Added functionality to check the compatibility of problem data.
• Added functionality to adjust the properties of a problem data.
• Added flowLayoutPanel with according buttons for loading a new problem data, simplifying and exporting data analysis solutions.
• TradingProblemData currently throws a NotSupportedException when the properties should be adjusted.

Location:

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4

Files:

• Implementation/Classification/ClassificationProblemData.cs (modified) (2 diffs)
• Implementation/DataAnalysisProblemData.cs (modified) (2 diffs)
• Implementation/Regression/RegressionProblemData.cs (modified) (2 diffs)
• Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblemData.cs (modified) (1 diff)
• Interfaces/Classification/IClassificationProblemData.cs (modified) (1 diff)
• Interfaces/IDataAnalysisProblemData.cs (modified) (1 diff)
• Interfaces/Regression/IRegressionProblemData.cs (modified) (1 diff)

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblemData.cs

@@ -221 +221 @@
     public string TargetVariable {
       get { return TargetVariableParameter.Value.Value; }
+      set {
+        if (value == null) throw new ArgumentNullException("targetVariable", "The provided value for the targetVariable is null.");
+        if (value == TargetVariable) return;
+
+
+        var matchingParameterValue = TargetVariableParameter.ValidValues.FirstOrDefault(v => v.Value == value);
+        if (matchingParameterValue == null) throw new ArgumentException("The provided value is not valid as the targetVariable.", "targetVariable");
+        TargetVariableParameter.Value = matchingParameterValue;
+      }
     }
 
@@ -408 +417 @@
     }
     #endregion
+
+    protected override bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
+      if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
+      IClassificationProblemData classificationProblemData = problemData as IClassificationProblemData;
+      if (classificationProblemData == null)
+        throw new ArgumentException("The problem data is no classification problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
+
+      var returnValue = base.IsProblemDataCompatible(classificationProblemData, out errorMessage);
+      //check targetVariable
+      if (classificationProblemData.InputVariables.All(var => var.Value != TargetVariable)) {
+        errorMessage = string.Format("The target variable {0} is not present in the new problem data.", TargetVariable)
+                       + Environment.NewLine + errorMessage;
+        return false;
+      }
+
+      var newClassValues = classificationProblemData.Dataset.GetDoubleValues(TargetVariable).Distinct().OrderBy(x => x);
+      if (!newClassValues.SequenceEqual(ClassValues)) {
+        errorMessage = errorMessage + string.Format("The class values differ in the provided classification problem data.");
+        return false;
+      }
+
+      return returnValue;
+    }
+
+    public override void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
+      if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
+      ClassificationProblemData classificationProblemData = problemData as ClassificationProblemData;
+      if (classificationProblemData == null)
+        throw new ArgumentException("The problem data is not a classification problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
+
+      base.AdjustProblemDataProperties(problemData);
+      TargetVariable = classificationProblemData.TargetVariable;
+      for (int i = 0; i < classificationProblemData.ClassNames.Count(); i++)
+        ClassNamesParameter.Value[i, 0] = classificationProblemData.ClassNames.ElementAt(i);
+
+      for (int i = 0; i < Classes; i++) {
+        for (int j = 0; j < Classes; j++) {
+          ClassificationPenaltiesParameter.Value[i, j] = classificationProblemData.GetClassificationPenalty(ClassValuesCache[i], ClassValuesCache[j]);
+        }
+      }
+    }
   }
 }

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs

@@ -23 +23 @@
 using System.Collections.Generic;
 using System.Linq;
+using System.Text;
 using HeuristicLab.Collections;
 using HeuristicLab.Common;
@@ -158 +159 @@
       if (listeners != null) listeners(this, EventArgs.Empty);
     }
+
+    protected virtual bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
+      errorMessage = string.Empty;
+      if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
+
+      //check allowed input variables
+      StringBuilder message = new StringBuilder();
+      var variables = new HashSet<string>(problemData.InputVariables.Select(x => x.Value));
+      foreach (var item in AllowedInputVariables) {
+        if (!variables.Contains(item))
+          message.AppendLine("Input variable '" + item + "' is not present in the new problem data.");
+      }
+
+      if (message.Length != 0) {
+        errorMessage = message.ToString();
+        return false;
+      }
+      return true;
+
+    }
+
+    public virtual void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
+      DataAnalysisProblemData data = problemData as DataAnalysisProblemData;
+      if (data == null) throw new ArgumentException("The problem data is not a data analysis problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
+
+      string errorMessage;
+      if (!data.IsProblemDataCompatible(this, out errorMessage)) {
+        throw new InvalidOperationException(errorMessage);
+      }
+
+      foreach (var inputVariable in InputVariables) {
+        var variable = data.InputVariables.FirstOrDefault(i => i.Value == inputVariable.Value);
+        InputVariables.SetItemCheckedState(inputVariable, variable != null && data.InputVariables.ItemChecked(variable));
+      }
+
+      TrainingPartition.Start = TrainingPartition.End = 0;
+      TestPartition.Start = 0;
+      TestPartition.End = Dataset.Rows;
+    }
   }
 }

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblemData.cs

@@ -100 +100 @@
     public string TargetVariable {
       get { return TargetVariableParameter.Value.Value; }
+      set {
+        if (value == null) throw new ArgumentNullException("targetVariable", "The provided value for the targetVariable is null.");
+        if (value == TargetVariable) return;
+
+        var matchingParameterValue = TargetVariableParameter.ValidValues.FirstOrDefault(v => v.Value == value);
+        if (matchingParameterValue == null) throw new ArgumentException("The provided value is not valid as the targetVariable.", "targetVariable");
+        TargetVariableParameter.Value = matchingParameterValue;
+      }
     }
 
@@ -142 +150 @@
       OnChanged();
     }
+
+    protected override bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
+      if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
+      IRegressionProblemData regressionProblemData = problemData as IRegressionProblemData;
+      if (regressionProblemData == null)
+        throw new ArgumentException("The problem data is not a regression problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
+
+      var returnValue = base.IsProblemDataCompatible(problemData, out errorMessage);
+      //check targetVariable
+      if (problemData.InputVariables.All(var => var.Value != TargetVariable)) {
+        errorMessage = string.Format("The target variable {0} is not present in the new problem data.", TargetVariable)
+                       + Environment.NewLine + errorMessage;
+        return false;
+      }
+      return returnValue;
+    }
+
+    public override void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
+      if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
+      RegressionProblemData regressionProblemData = problemData as RegressionProblemData;
+      if (regressionProblemData == null)
+        throw new ArgumentException("The problem data is not a regression problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
+
+      base.AdjustProblemDataProperties(problemData);
+      TargetVariable = regressionProblemData.TargetVariable;
+    }
   }
 }

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblemData.cs

@@ -1621 +1621 @@
     }
 
+    public override void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
+      TimeSeriesPrognosisProblemData timeSeriesProblemData = problemData as TimeSeriesPrognosisProblemData;
+      if (timeSeriesProblemData == null)
+        throw new ArgumentException("The problem data is not a timeseries problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
+
+      base.AdjustProblemDataProperties(problemData);
+
+      TrainingHorizon = timeSeriesProblemData.TrainingHorizon;
+      TestHorizon = timeSeriesProblemData.TestHorizon;
+    }
+
   }
 }

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblemData.cs

@@ -23 +23 @@
 namespace HeuristicLab.Problems.DataAnalysis {
   public interface IClassificationProblemData : IDataAnalysisProblemData {
-    string TargetVariable { get; }
+    string TargetVariable { get; set; }
 
     IEnumerable<string> ClassNames { get; }

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblemData.cs

@@ -43 +43 @@
 
     event EventHandler Changed;
+
+    void AdjustProblemDataProperties(IDataAnalysisProblemData problemData);
   }
 }

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblemData.cs

@@ -22 +22 @@
 namespace HeuristicLab.Problems.DataAnalysis {
   public interface IRegressionProblemData : IDataAnalysisProblemData {
-    string TargetVariable { get; }
+    string TargetVariable { get; set; }
   }
 }