source: branches/PushGP/HeuristicLab.PushGP/HeuristicLab.Problems.ProgramSynthesis/Push/Analyzer/IndividualZeroErrorAnalyzer.cs @ 15275

namespace HeuristicLab.Problems.ProgramSynthesis.Push.Analyzer {

  using HeuristicLab.Analysis;
  using HeuristicLab.Common;
  using HeuristicLab.Core;
  using HeuristicLab.Data;
  using HeuristicLab.Operators;
  using HeuristicLab.Optimization;
  using HeuristicLab.Parameters;
  using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
  using HeuristicLab.Problems.ProgramSynthesis.Push.Problem;

  /// <summary>
  /// An operater that tracks the count of individuals with zero error on the cases
  /// </summary>
  [Item("IndividualZeroErrorAnalyzer", "An operater that tracks the count of individuals with zero error on the cases")]
  [StorableClass]
  public class IndividualZeroErrorAnalyzer : SingleSuccessorOperator, IIndividualZeroErrorAnalyzer {
    private const string RESULTS_PARAMETER_NAME = "Results";
    private const string INDIVIDUAL_ZERO_ERROR_PARAMETER_NAME = "ZeroErrorIndividualsPerCase";

    private const string RESULT_PARAMETER_NAME = "Zero Error Individuals Per Case";
    private const string RESULT_PARAMETER_DESCRIPTION = "Relative frequency of instructions aggregated over the whole population.";
    private const string Y_AXIS_TITLE = "Count of zero error individuals";
    private const string X_AXIS_TITLE = "Case Index";
    private const string ROW_NAME = "Cases";

    public IndividualZeroErrorAnalyzer() {
      Parameters.Add(new LookupParameter<DataTable>(
        INDIVIDUAL_ZERO_ERROR_PARAMETER_NAME,
        "The data table to store the count of individuals with zero error."));

      Parameters.Add(new LookupParameter<ResultCollection>(
        RESULTS_PARAMETER_NAME,
        "The result collection where the symbol frequencies should be stored."));

      Parameters.Add(new ScopeTreeLookupParameter<DoubleArray>(
       IntegerVectorPushProblem.CaseQualitiesScopeParameterName,
       "The quality of every single training case for each individual."));
    }

    [StorableConstructor]
    public IndividualZeroErrorAnalyzer(bool deserializing) : base(deserializing) { }

    public IndividualZeroErrorAnalyzer(IndividualZeroErrorAnalyzer origin, Cloner cloner) : base(origin, cloner) { }

    public override IDeepCloneable Clone(Cloner cloner) {
      return new IndividualZeroErrorAnalyzer(this, cloner);
    }

    public bool EnabledByDefault { get { return true; } }

    public ILookupParameter<DataTable> IndividualZeroErrorParameter
    {
      get { return (ILookupParameter<DataTable>)Parameters[INDIVIDUAL_ZERO_ERROR_PARAMETER_NAME]; }
    }

    public ILookupParameter<ResultCollection> ResultsParameter
    {
      get { return (ILookupParameter<ResultCollection>)Parameters[RESULTS_PARAMETER_NAME]; }
    }

    public ILookupParameter<ItemArray<DoubleArray>> CaseQualitiesParameter
    {
      get { return (ILookupParameter<ItemArray<DoubleArray>>)Parameters[IntegerVectorPushProblem.CaseQualitiesScopeParameterName]; }
    }

    public override IOperation Apply() {
      var caseQualitiesPerIndividual = CaseQualitiesParameter.ActualValue;
      var caseCount = caseQualitiesPerIndividual[0].Length;

      var results = ResultsParameter.ActualValue;
      var individualZeroErrorCounts = IndividualZeroErrorParameter.ActualValue;

      if (individualZeroErrorCounts == null) {
        individualZeroErrorCounts = new DataTable(
         RESULT_PARAMETER_NAME,
         RESULT_PARAMETER_DESCRIPTION) {
          VisualProperties = {
            YAxisTitle = Y_AXIS_TITLE,
            XAxisTitle = X_AXIS_TITLE,
            XAxisMinimumFixedValue = 0,
            XAxisMaximumFixedValue = caseCount,
            XAxisMaximumAuto = false,
            XAxisMinimumAuto = false,
          }
        };

        IndividualZeroErrorParameter.ActualValue = individualZeroErrorCounts;
      }

      if (!results.ContainsKey(RESULT_PARAMETER_NAME)) {
        results.Add(new Result(RESULT_PARAMETER_NAME, individualZeroErrorCounts));
      }

      DataRow row;
      if (!individualZeroErrorCounts.Rows.TryGetValue(ROW_NAME, out row)) {
        row = new DataRow(ROW_NAME) {
          VisualProperties = {
              StartIndexZero = true,
              IsVisibleInLegend = false,
              ChartType = DataRowVisualProperties.DataRowChartType.Bars,
            }
        };

        individualZeroErrorCounts.Rows.Add(row);
      }

      var caseCountChanged = row.Values.Count != caseCount;

      if (caseCountChanged) {
        individualZeroErrorCounts.VisualProperties.XAxisMaximumFixedValue = caseCount;
        row.Values.Clear();
      }

      for (var i = 0; i < caseCount; i++) {
        var count = 0;

        for (var j = 0; j < caseQualitiesPerIndividual.Length; j++) {
          var caseQuality = caseQualitiesPerIndividual[j][i];

          if (caseQuality == 0.0)
            count++;
        }

        if (caseCountChanged)
          row.Values.Add(count);
        else
          row.Values[i] = count;
      }

      return base.Apply();
    }
  }
}