source: addons/HeuristicLab.FitnessLandscapeAnalysis/HeuristicLab.Analysis.FitnessLandscape/Analysis/Aggregators/QualityTrailSummaryAggregator.cs @ 16995

using System.Collections.Generic;
using HeuristicLab.Analysis.FitnessLandscape.DataTables;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Optimization;
using HEAL.Attic;

namespace HeuristicLab.Analysis.FitnessLandscape {

  [Item("QualityTrailSummary Aggregator", "Aggregates quality trail summaries.")]
  [StorableType("B07DD0C5-AAA2-46C4-8BF2-64EB07951985")]
  public class QualityTrailSummaryAggregator : Aggregator<QualityTrailSummaryTable> {

    [StorableConstructor]
    protected QualityTrailSummaryAggregator(StorableConstructorFlag _) : base(_) { }
    protected QualityTrailSummaryAggregator(QualityTrailSummaryAggregator original, Cloner cloner) : base(original, cloner) { }
    public QualityTrailSummaryAggregator() { }
    public override IDeepCloneable Clone(Cloner cloner) {
      return new QualityTrailSummaryAggregator(this, cloner);
    }

    public override IResult CreateResult() {
      return new Result("Quality Trail Summary", Aggregate(items));
    }

    public static DataTable Aggregate(List<QualityTrailSummaryTable> qualityTrailSummaryTables) {

      DataRow minRow = new DataRow("Minima");
      DataRow q1Row = new DataRow("Q1");
      DataRow medRow = new DataRow("Medians");
      DataRow q3Row = new DataRow("Q3");
      DataRow maxRow = new DataRow("Maxima");
      foreach (var table in qualityTrailSummaryTables) {
        var quartiles = table.Rows["Value Quantiles"].Values;
        minRow.Values.Add(quartiles[0]);
        q1Row.Values.Add(quartiles[1]);
        medRow.Values.Add(quartiles[2]);
        q3Row.Values.Add(quartiles[3]);
        maxRow.Values.Add(quartiles[4]);
      }
      DataTable summaryTable = new DataTable("Quality Quartiles");
      summaryTable.Rows.Add(minRow);
      summaryTable.Rows.Add(q1Row);
      summaryTable.Rows.Add(medRow);
      summaryTable.Rows.Add(q3Row);
      summaryTable.Rows.Add(maxRow);
      return summaryTable;
    }
  }
}