[645] | 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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| 4 | *
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| 5 | * This file is part of HeuristicLab.
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| 6 | *
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| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
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| 8 | * it under the terms of the GNU General Public License as published by
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| 9 | * the Free Software Foundation, either version 3 of the License, or
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| 10 | * (at your option) any later version.
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| 11 | *
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| 12 | * HeuristicLab is distributed in the hope that it will be useful,
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| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 15 | * GNU General Public License for more details.
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| 16 | *
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| 17 | * You should have received a copy of the GNU General Public License
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| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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| 19 | */
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| 20 | #endregion
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| 21 |
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| 22 | using System;
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| 23 | using System.Collections.Generic;
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| 24 | using System.Text;
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| 25 | using System.Xml;
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[1856] | 26 | using HeuristicLab.Core;
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[645] | 27 | using HeuristicLab.Data;
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| 28 | using HeuristicLab.DataAnalysis;
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| 29 |
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[1856] | 30 | namespace HeuristicLab.Modeling {
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| 31 | public class ProblemInjector : OperatorBase {
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[645] | 32 | public override string Description {
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[1856] | 33 | get { return @"Injects the necessary variables for a data-based modeling problem."; }
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[645] | 34 | }
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| 35 |
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[1252] | 36 | public ProblemInjector()
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[645] | 37 | : base() {
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[1856] | 38 | AddVariableInfo(new VariableInfo("Dataset", "Dataset", typeof(Dataset), VariableKind.New));
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[645] | 39 | GetVariableInfo("Dataset").Local = true;
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[1856] | 40 | AddVariable(new Variable("Dataset", new Dataset()));
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[645] | 41 |
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[1856] | 42 | AddVariableInfo(new VariableInfo("TargetVariable", "TargetVariable", typeof(IntData), VariableKind.New));
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[645] | 43 | GetVariableInfo("TargetVariable").Local = true;
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[1856] | 44 | AddVariable(new Variable("TargetVariable", new IntData()));
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[645] | 45 |
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[1856] | 46 | AddVariableInfo(new VariableInfo("AllowedFeatures", "Indexes of allowed input variables", typeof(ItemList<IntData>), VariableKind.New));
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[645] | 47 | GetVariableInfo("AllowedFeatures").Local = true;
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[1856] | 48 | AddVariable(new Variable("AllowedFeatures", new ItemList<IntData>()));
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[645] | 49 |
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[1856] | 50 | AddVariableInfo(new VariableInfo("TrainingSamplesStart", "TrainingSamplesStart", typeof(IntData), VariableKind.New));
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[645] | 51 | GetVariableInfo("TrainingSamplesStart").Local = true;
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[1856] | 52 | AddVariable(new Variable("TrainingSamplesStart", new IntData()));
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[645] | 53 |
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[1856] | 54 | AddVariableInfo(new VariableInfo("TrainingSamplesEnd", "TrainingSamplesEnd", typeof(IntData), VariableKind.New));
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[645] | 55 | GetVariableInfo("TrainingSamplesEnd").Local = true;
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[1856] | 56 | AddVariable(new Variable("TrainingSamplesEnd", new IntData()));
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[645] | 57 |
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[1856] | 58 | AddVariableInfo(new VariableInfo("ValidationSamplesStart", "ValidationSamplesStart", typeof(IntData), VariableKind.New));
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[645] | 59 | GetVariableInfo("ValidationSamplesStart").Local = true;
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[1856] | 60 | AddVariable(new Variable("ValidationSamplesStart", new IntData()));
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[645] | 61 |
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[1856] | 62 | AddVariableInfo(new VariableInfo("ValidationSamplesEnd", "ValidationSamplesEnd", typeof(IntData), VariableKind.New));
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[645] | 63 | GetVariableInfo("ValidationSamplesEnd").Local = true;
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[1856] | 64 | AddVariable(new Variable("ValidationSamplesEnd", new IntData()));
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[645] | 65 |
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[1856] | 66 | AddVariableInfo(new VariableInfo("TestSamplesStart", "TestSamplesStart", typeof(IntData), VariableKind.New));
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[645] | 67 | GetVariableInfo("TestSamplesStart").Local = true;
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[1856] | 68 | AddVariable(new Variable("TestSamplesStart", new IntData()));
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[645] | 69 |
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[1856] | 70 | AddVariableInfo(new VariableInfo("TestSamplesEnd", "TestSamplesEnd", typeof(IntData), VariableKind.New));
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[645] | 71 | GetVariableInfo("TestSamplesEnd").Local = true;
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[1856] | 72 | AddVariable(new Variable("TestSamplesEnd", new IntData()));
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[645] | 73 | }
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| 74 |
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[1856] | 75 | public override IView CreateView() {
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[1252] | 76 | return new ProblemInjectorView(this);
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[645] | 77 | }
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| 78 |
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[1856] | 79 | public override IOperation Apply(IScope scope) {
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| 80 | foreach(VariableInfo info in VariableInfos) {
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[645] | 81 | if(info.Local) {
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[1856] | 82 | IVariable var = GetVariable(info.FormalName);
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| 83 | if(var != null) scope.AddVariable(new Variable(info.ActualName, (IItem)var.Value.Clone()));
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[645] | 84 | }
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| 85 | }
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| 86 | return null;
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| 87 | }
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| 88 | }
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| 89 | }
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