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Changeset 15061 for stable


Ignore:
Timestamp:
06/25/17 16:21:48 (7 years ago)
Author:
gkronber
Message:

#2524: merged r14517, r14523, r14527 from trunk to branch

Location:
stable
Files:
32 edited

Legend:

Unmodified
Added
Removed

  • stable

  • stable/HeuristicLab.Algorithms.DataAnalysis

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/BaselineClassifiers/OneR.cs

    r14186 r15061  
    2222using System.Collections.Generic;
    2323using System.Linq;
     24using System.Threading;
    2425using HeuristicLab.Common;
    2526using HeuristicLab.Core;
    … …  
    5859    }
    5960
    60     protected override void Run() {
     61    protected override void Run(CancellationToken cancellationToken) {
    6162      var solution = CreateOneRSolution(Problem.ProblemData, MinBucketSizeParameter.Value.Value);
    6263      Results.Add(new Result("OneR solution", "The 1R classifier.", solution));

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/BaselineClassifiers/ZeroR.cs

    r14186 r15061  
    2121
    2222using System.Linq;
     23using System.Threading;
    2324using HeuristicLab.Common;
    2425using HeuristicLab.Core;
    … …  
    4950    }
    5051
    51     protected override void Run() {
     52    protected override void Run(CancellationToken cancellationToken) {
    5253      var solution = CreateZeroRSolution(Problem.ProblemData);
    5354      Results.Add(new Result("ZeroR solution", "The simplest possible classifier, ZeroR always predicts the majority class.", solution));

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/FixedDataAnalysisAlgorithm.cs

    r14186 r15061  
    2121
    2222using System;
    23 using System.Threading;
    24 using System.Threading.Tasks;
    2523using HeuristicLab.Common;
    2624using HeuristicLab.Optimization;
    … …  
    3028namespace HeuristicLab.Algorithms.DataAnalysis {
    3129  [StorableClass]
    32   public abstract class FixedDataAnalysisAlgorithm<T> : Algorithm,
    33     IDataAnalysisAlgorithm<T>,
    34     IStorableContent
    35     where T : class, IDataAnalysisProblem {
    36     public string Filename { get; set; }
    37 
     30  public abstract class FixedDataAnalysisAlgorithm<T> : BasicAlgorithm where T : class, IDataAnalysisProblem {
    3831    #region Properties
    3932    public override Type ProblemType {
    … …  
    4437      set { base.Problem = value; }
    4538    }
    46     [Storable]
    47     private ResultCollection results;
    48     public override ResultCollection Results {
    49       get { return results; }
    50     }
    5139    #endregion
    5240
    53     private DateTime lastUpdateTime;
     41    public override bool SupportsPause { get { return false; } }
    5442
    5543    [StorableConstructor]
    5644    protected FixedDataAnalysisAlgorithm(bool deserializing) : base(deserializing) { }
    57     protected FixedDataAnalysisAlgorithm(FixedDataAnalysisAlgorithm<T> original, Cloner cloner)
    58       : base(original, cloner) {
    59       results = cloner.Clone(original.Results);
    60     }
    61     public FixedDataAnalysisAlgorithm()
    62       : base() {
    63       results = new ResultCollection();
    64     }
    65 
    66     public override void Prepare() {
    67       if (Problem != null) base.Prepare();
    68       results.Clear();
    69       OnPrepared();
    70     }
    71 
    72     public override void Start() {
    73       base.Start();
    74       var cancellationTokenSource = new CancellationTokenSource();
    75 
    76       OnStarted();
    77       Task task = Task.Factory.StartNew(Run, cancellationTokenSource.Token, cancellationTokenSource.Token);
    78       task.ContinueWith(t => {
    79         try {
    80           t.Wait();
    81         }
    82         catch (AggregateException ex) {
    83           try {
    84             ex.Flatten().Handle(x => x is OperationCanceledException);
    85           }
    86           catch (AggregateException remaining) {
    87             if (remaining.InnerExceptions.Count == 1) OnExceptionOccurred(remaining.InnerExceptions[0]);
    88             else OnExceptionOccurred(remaining);
    89           }
    90         }
    91         cancellationTokenSource.Dispose();
    92         cancellationTokenSource = null;
    93         OnStopped();
    94       });
    95     }
    96     private void Run(object state) {
    97       CancellationToken cancellationToken = (CancellationToken)state;
    98       lastUpdateTime = DateTime.UtcNow;
    99       System.Timers.Timer timer = new System.Timers.Timer(250);
    100       timer.AutoReset = true;
    101       timer.Elapsed += new System.Timers.ElapsedEventHandler(timer_Elapsed);
    102       timer.Start();
    103       try {
    104         Run();
    105       }
    106       finally {
    107         timer.Elapsed -= new System.Timers.ElapsedEventHandler(timer_Elapsed);
    108         timer.Stop();
    109         ExecutionTime += DateTime.UtcNow - lastUpdateTime;
    110       }
    111 
    112       cancellationToken.ThrowIfCancellationRequested();
    113     }
    114     protected abstract void Run();
    115     #region Events
    116     protected override void OnProblemChanged() {
    117       Problem.Reset += new EventHandler(Problem_Reset);
    118       base.OnProblemChanged();
    119     }
    120     private void timer_Elapsed(object sender, System.Timers.ElapsedEventArgs e) {
    121       System.Timers.Timer timer = (System.Timers.Timer)sender;
    122       timer.Enabled = false;
    123       DateTime now = DateTime.UtcNow;
    124       ExecutionTime += now - lastUpdateTime;
    125       lastUpdateTime = now;
    126       timer.Enabled = true;
    127     }
    128     #endregion
     45    protected FixedDataAnalysisAlgorithm(FixedDataAnalysisAlgorithm<T> original, Cloner cloner) : base(original, cloner) { }
     46    public FixedDataAnalysisAlgorithm() : base() { }
    12947
    13048  }

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/GBM/GradientBoostingRegressionAlgorithm.cs

    r14186 r15061  
    4444  [StorableClass]
    4545  [Creatable(CreatableAttribute.Categories.DataAnalysisRegression, Priority = 350)]
    46   public class GradientBoostingRegressionAlgorithm : BasicAlgorithm {
    47     public override Type ProblemType {
    48       get { return typeof(IRegressionProblem); }
    49     }
    50 
    51     public new IRegressionProblem Problem {
    52       get { return (IRegressionProblem)base.Problem; }
    53       set { base.Problem = value; }
    54     }
     46  public class GradientBoostingRegressionAlgorithm : FixedDataAnalysisAlgorithm<IRegressionProblem> {
    5547
    5648    #region ParameterNames

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/GradientBoostedTrees/GradientBoostedTreesAlgorithm.cs

    r14961 r15061  
    3838  [StorableClass]
    3939  [Creatable(CreatableAttribute.Categories.DataAnalysisRegression, Priority = 125)]
    40   public class GradientBoostedTreesAlgorithm : BasicAlgorithm {
    41     public override Type ProblemType {
    42       get { return typeof(IRegressionProblem); }
    43     }
    44     public new IRegressionProblem Problem {
    45       get { return (IRegressionProblem)base.Problem; }
    46       set { base.Problem = value; }
    47     }
    48 
     40  public class GradientBoostedTreesAlgorithm : FixedDataAnalysisAlgorithm<IRegressionProblem> {
    4941    #region ParameterNames
    5042    private const string IterationsParameterName = "Iterations";

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/Linear/LinearDiscriminantAnalysis.cs

    r14795 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    5960
    6061    #region Fisher LDA
    61     protected override void Run() {
     62    protected override void Run(CancellationToken cancellationToken) {
    6263      var solution = CreateLinearDiscriminantAnalysisSolution(Problem.ProblemData);
    6364      Results.Add(new Result(LinearDiscriminantAnalysisSolutionResultName, "The linear discriminant analysis.", solution));

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/Linear/LinearRegression.cs

    r14795 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    6061
    6162    #region linear regression
    62     protected override void Run() {
     63    protected override void Run(CancellationToken cancellationToken) {
    6364      double rmsError, cvRmsError;
    6465      var solution = CreateLinearRegressionSolution(Problem.ProblemData, out rmsError, out cvRmsError);

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/Linear/MultinomialLogitClassification.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    5758
    5859    #region logit classification
    59     protected override void Run() {
     60    protected override void Run(CancellationToken cancellationToken) {
    6061      double rmsError, relClassError;
    6162      var solution = CreateLogitClassificationSolution(Problem.ProblemData, out rmsError, out relClassError);

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/MctsSymbolicRegression/MctsSymbolicRegressionAlgorithm.cs

    r15060 r15061  
    3838  [StorableClass]
    3939  [Creatable(CreatableAttribute.Categories.DataAnalysisRegression, Priority = 250)]
    40   public class MctsSymbolicRegressionAlgorithm : BasicAlgorithm {
    41     public override Type ProblemType {
    42       get { return typeof(IRegressionProblem); }
    43     }
    44     public new IRegressionProblem Problem {
    45       get { return (IRegressionProblem)base.Problem; }
    46       set { base.Problem = value; }
    47     }
     40  public class MctsSymbolicRegressionAlgorithm : FixedDataAnalysisAlgorithm<IRegressionProblem> {
    4841
    4942    #region ParameterNames

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/NearestNeighbour/NearestNeighbourClassification.cs

    r14308 r15061  
    2222using System;
    2323using System.Linq;
     24using System.Threading;
    2425using HeuristicLab.Common;
    2526using HeuristicLab.Core;
    … …  
    9192
    9293    #region nearest neighbour
    93     protected override void Run() {
     94    protected override void Run(CancellationToken cancellationToken) {
    9495      double[] weights = null;
    9596      if (Weights != null) weights = Weights.CloneAsArray();

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/NearestNeighbour/NearestNeighbourRegression.cs

    r14308 r15061  
    2121
    2222using System;
     23using System.Threading;
    2324using HeuristicLab.Common;
    2425using HeuristicLab.Core;
    … …  
    9293
    9394    #region nearest neighbour
    94     protected override void Run() {
     95    protected override void Run(CancellationToken cancellationToken) {
    9596      double[] weights = null;
    9697      if (Weights != null) weights = Weights.CloneAsArray();

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/NeuralNetwork/NeuralNetworkClassification.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    168169
    169170    #region neural network
    170     protected override void Run() {
     171    protected override void Run(CancellationToken cancellationToken) {
    171172      double rmsError, avgRelError, relClassError;
    172173      var solution = CreateNeuralNetworkClassificationSolution(Problem.ProblemData, HiddenLayers, NodesInFirstHiddenLayer, NodesInSecondHiddenLayer, Decay, Restarts, out rmsError, out avgRelError, out relClassError);

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/NeuralNetwork/NeuralNetworkEnsembleClassification.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    154155
    155156    #region neural network ensemble
    156     protected override void Run() {
     157    protected override void Run(CancellationToken cancellationToken) {
    157158      double rmsError, avgRelError, relClassError;
    158159      var solution = CreateNeuralNetworkEnsembleClassificationSolution(Problem.ProblemData, EnsembleSize, HiddenLayers, NodesInFirstHiddenLayer, NodesInSecondHiddenLayer, Decay, Restarts, out rmsError, out avgRelError, out relClassError);

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/NeuralNetwork/NeuralNetworkEnsembleRegression.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    154155
    155156    #region neural network ensemble
    156     protected override void Run() {
     157    protected override void Run(CancellationToken cancellationToken) {
    157158      double rmsError, avgRelError;
    158159      var solution = CreateNeuralNetworkEnsembleRegressionSolution(Problem.ProblemData, EnsembleSize, HiddenLayers, NodesInFirstHiddenLayer, NodesInSecondHiddenLayer, Decay, Restarts, out rmsError, out avgRelError);

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/NeuralNetwork/NeuralNetworkRegression.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    170171
    171172    #region neural network
    172     protected override void Run() {
     173    protected override void Run(CancellationToken cancellationToken) {
    173174      double rmsError, avgRelError;
    174175      var solution = CreateNeuralNetworkRegressionSolution(Problem.ProblemData, HiddenLayers, NodesInFirstHiddenLayer, NodesInSecondHiddenLayer, Decay, Restarts, out rmsError, out avgRelError);

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/NonlinearRegression/NonlinearRegression.cs

    r14564 r15061  
    2222using System;
    2323using System.Linq;
     24using System.Threading;
    2425using HeuristicLab.Analysis;
    2526using HeuristicLab.Common;
    … …  
    157158
    158159    #region nonlinear regression
    159     protected override void Run() {
     160    protected override void Run(CancellationToken cancellationToken) {
    160161      IRegressionSolution bestSolution = null;
    161162      if (InitializeParametersRandomly) {

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestClassification.cs

    r14186 r15061  
    2020#endregion
    2121
     22using System.Threading;
    2223using HeuristicLab.Common;
    2324using HeuristicLab.Core;
    … …  
    132133
    133134    #region random forest
    134     protected override void Run() {
     135    protected override void Run(CancellationToken cancellationToken) {
    135136      double rmsError, relClassificationError, outOfBagRmsError, outOfBagRelClassificationError;
    136137      if (SetSeedRandomly) Seed = new System.Random().Next();

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestRegression.cs

    r14186 r15061  
    2020#endregion
    2121
     22using System.Threading;
    2223using HeuristicLab.Common;
    2324using HeuristicLab.Core;
    … …  
    131132
    132133    #region random forest
    133     protected override void Run() {
     134    protected override void Run(CancellationToken cancellationToken) {
    134135      double rmsError, avgRelError, outOfBagRmsError, outOfBagAvgRelError;
    135136      if (SetSeedRandomly) Seed = new System.Random().Next();

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/SupportVectorMachine/SupportVectorClassification.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    143144
    144145    #region support vector classification
    145     protected override void Run() {
     146    protected override void Run(CancellationToken cancellationToken) {
    146147      IClassificationProblemData problemData = Problem.ProblemData;
    147148      IEnumerable<string> selectedInputVariables = problemData.AllowedInputVariables;

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/SupportVectorMachine/SupportVectorRegression.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    151152
    152153    #region support vector regression
    153     protected override void Run() {
     154    protected override void Run(CancellationToken cancellationToken) {
    154155      IRegressionProblemData problemData = Problem.ProblemData;
    155156      IEnumerable<string> selectedInputVariables = problemData.AllowedInputVariables;

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/TimeSeries/AutoregressiveModeling.cs

    r14186 r15061  
    2222using System;
    2323using System.Linq;
     24using System.Threading;
    2425using HeuristicLab.Common;
    2526using HeuristicLab.Core;
    … …  
    6364    }
    6465
    65     protected override void Run() {
     66    protected override void Run(CancellationToken cancellationToken) {
    6667      double rmsError, cvRmsError;
    6768      var solution = CreateAutoRegressiveSolution(Problem.ProblemData, TimeOffset, out rmsError, out cvRmsError);

  • stable/HeuristicLab.Algorithms.DataAnalysis/3.4/kMeans/KMeansClustering.cs

    r14186 r15061  
    2323using System.Collections.Generic;
    2424using System.Linq;
     25using System.Threading;
    2526using HeuristicLab.Common;
    2627using HeuristicLab.Core;
    … …  
    7778
    7879    #region k-Means clustering
    79     protected override void Run() {
     80    protected override void Run(CancellationToken cancellationToken) {
    8081      var solution = CreateKMeansSolution(Problem.ProblemData, K.Value, Restarts.Value);
    8182      Results.Add(new Result(KMeansSolutionResultName, "The k-Means clustering solution.", solution));

  • stable/HeuristicLab.Algorithms.ParameterlessPopulationPyramid/3.3/HillClimber.cs

    r14186 r15061  
    4848
    4949    private const string IterationsParameterName = "Iterations";
     50    private const string BestQualityResultName = "Best quality";
     51    private const string IterationsResultName = "Iterations";
    5052
    5153    public override Type ProblemType {
    5254      get { return typeof(BinaryProblem); }
    5355    }
     56
     57    public override bool SupportsPause { get { return false; } }
     58
    5459    public new BinaryProblem Problem {
    5560      get { return (BinaryProblem)base.Problem; }
    … …  
    6570      set { IterationsParameter.Value.Value = value; }
    6671    }
     72
     73    #region ResultsProperties
     74    private double ResultsBestQuality {
     75      get { return ((DoubleValue)Results[BestQualityResultName].Value).Value; }
     76      set { ((DoubleValue)Results[BestQualityResultName].Value).Value = value; }
     77    }
     78    private int ResultsIterations {
     79      get { return ((IntValue)Results[IterationsResultName].Value).Value; }
     80      set { ((IntValue)Results[IterationsResultName].Value).Value = value; }
     81    }
     82    #endregion
    6783
    6884    [StorableConstructor]
    … …  
    8096      Parameters.Add(new FixedValueParameter<IntValue>(IterationsParameterName, "", new IntValue(100)));
    8197    }
     98
     99
     100    protected override void Initialize(CancellationToken cancellationToken) {
     101      Results.Add(new Result(BestQualityResultName, new DoubleValue(double.NaN)));
     102      Results.Add(new Result(IterationsResultName, new IntValue(0)));
     103      base.Initialize(cancellationToken);
     104    }
    82105    protected override void Run(CancellationToken cancellationToken) {
    83       var BestQuality = new DoubleValue(double.NaN);
    84       Results.Add(new Result("Best quality", BestQuality));
    85       for (int iteration = 0; iteration < Iterations; iteration++) {
     106      while (ResultsIterations < Iterations) {
     107        cancellationToken.ThrowIfCancellationRequested();
     108
    86109        var solution = new BinaryVector(Problem.Length);
    87110        for (int i = 0; i < solution.Length; i++) {
    … …  
    92115
    93116        fitness = ImproveToLocalOptimum(Problem, solution, fitness, random);
    94         if (double.IsNaN(BestQuality.Value) || Problem.IsBetter(fitness, BestQuality.Value)) {
    95           BestQuality.Value = fitness;
     117        if (double.IsNaN(ResultsBestQuality) || Problem.IsBetter(fitness, ResultsBestQuality)) {
     118          ResultsBestQuality = fitness;
    96119        }
     120
     121        ResultsIterations++;
    97122      }
    98123    }

  • stable/HeuristicLab.Algorithms.ParameterlessPopulationPyramid/3.3/ParameterlessPopulationPyramid.cs

    r14186 r15061  
    5656
    5757    // Tracks all solutions in Pyramid for quick membership checks
    58     private HashSet<BinaryVector> seen = new HashSet<BinaryVector>(new EnumerableBoolEqualityComparer());
     58    private readonly HashSet<BinaryVector> seen = new HashSet<BinaryVector>(new EnumerableBoolEqualityComparer());
    5959
    6060    #region ParameterNames
    … …  
    152152    }
    153153    #endregion
     154
     155    public override bool SupportsPause { get { return true; } }
    154156
    155157    [StorableConstructor]
    … …  
    213215    }
    214216
    215     protected override void Run(CancellationToken cancellationToken) {
     217    protected override void Initialize(CancellationToken cancellationToken) {
    216218      // Set up the algorithm
    217219      if (SetSeedRandomly) Seed = new System.Random().Next();
    … …  
    242244      Results.Add(new Result("Stored Solutions", table));
    243245
     246      base.Initialize(cancellationToken);
     247    }
     248
     249    protected override void Run(CancellationToken cancellationToken) {
    244250      // Loop until iteration limit reached or canceled.
    245       for (ResultsIterations = 0; ResultsIterations < MaximumIterations; ResultsIterations++) {
     251      while (ResultsIterations < MaximumIterations) {
    246252        double fitness = double.NaN;
    247253
    248254        try {
    249255          fitness = iterate();
     256          ResultsIterations++;
    250257          cancellationToken.ThrowIfCancellationRequested();
    251258        } finally {

  • stable/HeuristicLab.Optimization

  • stable/HeuristicLab.Optimization.Views

  • stable/HeuristicLab.Optimization.Views/3.3/BasicAlgorithmView.cs

    r14186 r15061  
    3636    protected override void SetEnabledStateOfControls() {
    3737      base.SetEnabledStateOfControls();
    38       pauseButton.Enabled = false;
     38      pauseButton.Enabled &= Content != null && Content.SupportsPause;
    3939    }
    4040
    4141    protected override void SetEnabledStateOfExecutableButtons() {
    4242      base.SetEnabledStateOfExecutableButtons();
    43       pauseButton.Enabled = false;
     43      pauseButton.Enabled &= Content != null && Content.SupportsPause;
    4444    }
    4545  }

  • stable/HeuristicLab.Optimization/3.3/Algorithms/BasicAlgorithm.cs

    r14186 r15061  
    2424using System.Threading.Tasks;
    2525using HeuristicLab.Common;
     26using HeuristicLab.Core;
    2627using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
    2728
    … …  
    2930  [StorableClass]
    3031  public abstract class BasicAlgorithm : Algorithm, IStorableContent {
     32
     33    private bool pausePending;
     34    private DateTime lastUpdateTime;
     35
    3136    public string Filename { get; set; }
    3237
     38    public abstract bool SupportsPause { get; }
     39
    3340    [Storable]
    34     private ResultCollection results;
     41    private bool initialized;
     42    [Storable]
     43    private readonly ResultCollection results;
    3544    public override ResultCollection Results {
    3645      get { return results; }
    … …  
    5867      base.Prepare();
    5968      results.Clear();
     69      initialized = false;
    6070      OnPrepared();
    6171    }
    … …  
    6474      base.Start();
    6575      CancellationTokenSource = new CancellationTokenSource();
     76      pausePending = false;
     77      OnStarted();
    6678
    67       OnStarted();
    68       Task task = Task.Factory.StartNew(Run, cancellationTokenSource.Token, cancellationTokenSource.Token);
     79      Task task = Task.Factory.StartNew(Run, CancellationTokenSource.Token, CancellationTokenSource.Token);
    6980      task.ContinueWith(t => {
    7081        try {
    7182          t.Wait();
    72         } catch (AggregateException ex) {
     83        }
     84        catch (AggregateException ex) {
    7385          try {
    7486            ex.Flatten().Handle(x => x is OperationCanceledException);
    75           } catch (AggregateException remaining) {
     87          }
     88          catch (AggregateException remaining) {
    7689            if (remaining.InnerExceptions.Count == 1) OnExceptionOccurred(remaining.InnerExceptions[0]);
    7790            else OnExceptionOccurred(remaining);
    … …  
    8093        CancellationTokenSource.Dispose();
    8194        CancellationTokenSource = null;
    82         OnStopped();
     95        if (pausePending) OnPaused();
     96        else OnStopped();
    8397      });
    8498    }
    8599
    86100    public override void Pause() {
    87       throw new NotSupportedException("Pause is not supported in basic algorithms.");
     101      // CancellationToken.ThrowIfCancellationRequested() must be called from within the Run method, otherwise pause does nothing
     102      // alternatively check the IsCancellationRequested property of the cancellation token
     103      if (!SupportsPause)
     104        throw new NotSupportedException("Pause is not supported by this algorithm.");
     105
     106      base.Pause();
     107      pausePending = true;
     108      CancellationTokenSource.Cancel();
    88109    }
    89110
    … …  
    92113      // alternatively check the IsCancellationRequested property of the cancellation token
    93114      base.Stop();
    94       CancellationTokenSource.Cancel();
     115      if (ExecutionState == ExecutionState.Paused) OnStopped();
     116      else CancellationTokenSource.Cancel();
    95117    }
    96118
    97 
    98     private DateTime lastUpdateTime;
    99119    private void Run(object state) {
    100120      CancellationToken cancellationToken = (CancellationToken)state;
    … …  
    105125      timer.Start();
    106126      try {
     127        if (!initialized)
     128          Initialize(cancellationToken);
     129        initialized = true;
    107130        Run(cancellationToken);
    108       } finally {
     131      }
     132      finally {
    109133        timer.Elapsed -= new System.Timers.ElapsedEventHandler(timer_Elapsed);
    110134        timer.Stop();
    … …  
    113137    }
    114138
     139    protected virtual void Initialize(CancellationToken cancellationToken) { }
    115140    protected abstract void Run(CancellationToken cancellationToken);
    116141

  • stable/HeuristicLab.Tests

  • stable/HeuristicLab.Tests/HeuristicLab.Algorithms.ParameterlessPopulationPyramid-3.3/ParameterlessPopulationPyramidTest.cs

    r14186 r15061  
    3939      PrivateObject hidden = new PrivateObject(solver);
    4040      try {
    41         hidden.Invoke("Run", new CancellationToken());
     41        var ct = new CancellationToken();
     42        hidden.Invoke("Initialize", ct);
     43        hidden.Invoke("Run", ct);
    4244      } catch (OperationCanceledException) {
    4345        // Ignore
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