source: branches/2457_ExpertSystem/WalkExporter/Data.cs @ 17740

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
 *
 * This file is part of HeuristicLab.
 *
 * HeuristicLab is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * HeuristicLab is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
 */
#endregion

using System;
using System.Collections.Generic;
using System.IO;
using System.Linq;
using System.Text;
using ProtoBuf;

namespace WalkExporter {
  [ProtoContract]
  public class KeyValue {
    [ProtoMember(1, IsRequired = true)]
    public string Key;
    [ProtoMember(2)]
    public double? ContinuousValue;
    [ProtoMember(3)]
    public long? DiscreteValue;
    [ProtoMember(4)]
    public string StringValue;
    [ProtoMember(5, IsPacked = true)]
    public List<double> ContinuousArrayValue;
    [ProtoMember(6, IsPacked = true)]
    public List<long> DiscreteArrayValue;
    [ProtoMember(7)]
    public List<string> StringArrayValue;
    [ProtoMember(8)]
    public byte[] RawValue;

    public double GetNumericValue() {
      return ContinuousValue.HasValue ? ContinuousValue.Value : DiscreteValue.Value;
    }
    public void SetNumericValue(long v) {
      ContinuousValue = null;
      DiscreteValue = v;
    }
    public void SetNumericValue(double v) {
      ContinuousValue = v;
      DiscreteValue = null;
    }

    public override string ToString() {
      var sb = new StringBuilder();
      sb.Append(Key);
      sb.Append(": ");
      sb.Append(string.Join(" / ", new string[] {
        ContinuousValue?.ToString(), DiscreteValue?.ToString(),
        StringValue?.Substring(0, 10),
        ContinuousArrayValue != null ? string.Join(", ", ContinuousArrayValue.Take(10)) : null,
        DiscreteArrayValue != null ? string.Join(", ", DiscreteArrayValue.Take(10)) : null,
        StringArrayValue != null ? string.Join(", ", StringArrayValue.Take(10)) : null,
        RawValue != null ? Convert.ToBase64String(RawValue).Substring(0, 10) : null
      }.Where(x => !string.IsNullOrEmpty(x))));
      return sb.ToString();
    }
  }

  [ProtoContract]
  public class Solution {
    [ProtoMember(1)]
    public string Type;
    [ProtoMember(2)]
    public List<KeyValue> Data;
  }

  [ProtoContract]
  public class Walk {
    [ProtoMember(1, IsRequired = true, IsPacked = true)]
    public List<double> QualityTrail;
    [ProtoMember(2)]
    public List<Solution> Solutions;
  }

  [ProtoContract]
  public class Exploration {
    [ProtoMember(1, IsRequired = true)]
    public string Problem;
    [ProtoMember(2, IsRequired = true)]
    public int Dimension;
    [ProtoMember(3, IsRequired = true)]
    public List<Walk> Walks;

    public static Exploration Load(string file) => Serializer.Deserialize<Exploration>(File.OpenRead(file));
  }

  [ProtoContract]
  public class Experiment {
    [ProtoMember(1, IsRequired = true)]
    public string Algorithm;
    [ProtoMember(2, IsRequired = true)]
    public List<Exploration> Trials;

    public static Experiment Load(string file) => Serializer.Deserialize<Experiment>(File.OpenRead(file));

    public void Print(TextWriter writer) {
      writer.WriteLine("Experiment: " + Algorithm);
      foreach (var t in Trials) {
        writer.WriteLine("Trial: {0} ({1})", t.Problem, t.Dimension);
        foreach (var w in t.Walks) {
          writer.WriteLine("Walk: " + string.Join(";", w.QualityTrail.Take(10)));
        }
      }
    }
  }

  [ProtoContract]
  public class ProblemInstanceDescriptor {
    [ProtoMember(1)]
    public string Name;
    [ProtoMember(2)]
    public string Class;
    [ProtoMember(3)]
    public int Dimension;
    [ProtoMember(4)]
    public List<KeyValue> Features;
    [ProtoMember(5)]
    public double DescriptionEffort;
    
    public IEnumerable<double> GetNumericFeatures(IEnumerable<string> keys) {
      var map = Features.ToDictionary(x => x.Key, x => x.GetNumericValue());
      return keys.Select(x => map[x]);
    }
  }

  [ProtoContract]
  public class Knowledgebase {
    [ProtoMember(1)]
    public List<ProblemInstanceDescriptor> Problems;

    public static Knowledgebase Load(string file) => Serializer.Deserialize<Knowledgebase>(File.OpenRead(file));

    public void Print(TextWriter writer) {
      writer.WriteLine("Knowledge base with {0} instances", Problems?.Count ?? 0);
      if (Problems == null) return;
      foreach (var p in Problems) {
        writer.WriteLine("Problem: {2} / {0} ({1}), [{2}]", p.Name, p.Dimension, p.Class, p.DescriptionEffort);
        writer.WriteLine("Features: {0}", p.Features?.Count ?? 0);
        if (p.Features != null)
          writer.WriteLine(" " + string.Join(Environment.NewLine + " ", p.Features.Select(f => f.ToString())));

      }
    }
  }

  /// <summary>
  /// Just exists to have one type that includes all other types
  /// </summary>
  [ProtoContract]
  internal class AllProtos {
    [ProtoMember(1)]
    public Experiment Experiment;
    [ProtoMember(2)]
    public Knowledgebase Knowledgebase;
  }
}