#region License Information
/* HeuristicLab
* Copyright (C) 2002-2019 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 .
*/
#endregion
using System.Collections.Generic;
using System.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
using HeuristicLab.Parameters;
using HEAL.Fossil;
namespace HeuristicLab.Analysis {
///
/// An operator which collects the actual values of parameters and adds them to a table of data values.
///
[Item("DataTableValuesCollector", "An operator which collects the actual values of parameters and adds them to a table of data values.")]
[StorableType("B3409421-D7F0-4C79-B8F8-B7E77E7C554F")]
public class DataTableValuesCollector : ValuesCollector {
public ValueLookupParameter DataTableParameter {
get { return (ValueLookupParameter)Parameters["DataTable"]; }
}
private IFixedValueParameter StartIndexZeroParameter {
get { return (FixedValueParameter)Parameters["StartIndexZero"]; }
}
public bool StartIndexZero {
get { return StartIndexZeroParameter.Value.Value; }
set { StartIndexZeroParameter.Value.Value = value; }
}
#region Storing & Cloning
[StorableConstructor]
protected DataTableValuesCollector(StorableConstructorFlag _) : base(_) { }
protected DataTableValuesCollector(DataTableValuesCollector original, Cloner cloner) : base(original, cloner) { }
public override IDeepCloneable Clone(Cloner cloner) {
return new DataTableValuesCollector(this, cloner);
}
#endregion
public DataTableValuesCollector()
: base() {
Parameters.Add(new ValueLookupParameter("DataTable", "The table of data values where the collected values should be stored."));
Parameters.Add(new FixedValueParameter("StartIndexZero", "True, if the collected data values should start with index 0, otherwise false.", new BoolValue(true), false));
StartIndexZeroParameter.Hidden = true;
}
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
// BackwardsCompatibility3.3
#region Backwards compatible code (remove with 3.4)
if (!Parameters.ContainsKey("StartIndexZero")) {
Parameters.Add(new FixedValueParameter("StartIndexZero", "True, if the collected data values should start with index 0, otherwise false.", new BoolValue(true), false));
StartIndexZeroParameter.Hidden = true;
}
#endregion
}
public override IOperation Apply() {
DataTable table = DataTableParameter.ActualValue;
if (table == null) {
table = new DataTable(DataTableParameter.ActualName);
DataTableParameter.ActualValue = table;
}
foreach (IParameter param in CollectedValues) {
ILookupParameter lookupParam = param as ILookupParameter;
string name = lookupParam != null ? lookupParam.TranslatedName : param.Name;
if (param.ActualValue is DoubleValue) {
AddValue(table, (param.ActualValue as DoubleValue).Value, name, param.Description);
} else if (param.ActualValue is IntValue) {
AddValue(table, (param.ActualValue as IntValue).Value, name, param.Description);
} else if (param.ActualValue is IEnumerable) {
IEnumerable values = (IEnumerable)param.ActualValue;
if (values.Count() <= 1) {
foreach (DoubleValue data in values)
AddValue(table, data != null ? data.Value : double.NaN, name, param.Description);
} else {
int counter = 1;
foreach (DoubleValue data in values) {
AddValue(table, data != null ? data.Value : double.NaN, name + " " + counter.ToString(), param.Description);
counter++;
}
}
} else if (param.ActualValue is IEnumerable) {
IEnumerable values = (IEnumerable)param.ActualValue;
if (values.Count() <= 1) {
foreach (IntValue data in values)
AddValue(table, data != null ? data.Value : double.NaN, name, param.Description);
} else {
int counter = 1;
foreach (IntValue data in values) {
AddValue(table, data != null ? data.Value : double.NaN, name + " " + counter.ToString(), param.Description);
counter++;
}
}
} else {
AddValue(table, double.NaN, name, param.Description);
}
}
return base.Apply();
}
private void AddValue(DataTable table, double data, string name, string description) {
DataRow row;
table.Rows.TryGetValue(name, out row);
if (row == null) {
row = new DataRow(name, description);
row.VisualProperties.StartIndexZero = StartIndexZero;
row.Values.Add(data);
table.Rows.Add(row);
} else {
row.Values.Add(data);
}
}
}
}