Changeset 17312 for branches/2994-AutoDiffForIntervals

Timestamp:

10/04/19 09:44:00 (5 years ago)

Author:

gkronber

Message:

#2994: merged r17220:17306 from trunk to branch

Location:

branches/2994-AutoDiffForIntervals

Files:

• . (modified) (1 prop)
• HeuristicLab.Algorithms.DataAnalysis (modified) (1 prop)
• HeuristicLab.Algorithms.DataAnalysis/3.4 (modified) (1 prop)
• HeuristicLab.Algorithms.DataAnalysis/3.4/GradientBoostedTrees/GradientBoostedTreesModelSurrogate.cs (modified) (7 diffs)
• HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression (deleted)
• HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestModelSurrogate.cs (modified) (3 diffs)
• HeuristicLab.Clients.Hive.Administrator (modified) (1 prop)
• HeuristicLab.Clients.Hive.Administrator/3.3/Views/ProjectView.Designer.cs (modified) (16 diffs)
• HeuristicLab.Clients.Hive.Administrator/3.3/Views/ProjectView.cs (modified) (5 diffs)
• HeuristicLab.Clients.Hive.JobManager (modified) (1 prop)
• HeuristicLab.Clients.Hive.JobManager/3.3/Views/HiveJobManagerView.cs (modified) (1 diff)
• HeuristicLab.Data (modified) (1 prop)
• HeuristicLab.Data/3.3 (modified) (1 prop)
• HeuristicLab.Data/3.3/Interfaces/ITextValue.cs (modified) (1 diff)
• HeuristicLab.Problems.DataAnalysis (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Views (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.Designer.cs (modified) (1 diff)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.cs (modified) (4 diffs)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/Regression/RegressionSolutionVariableImpactsView.Designer.cs (modified) (1 diff)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/Regression/RegressionSolutionVariableImpactsView.cs (modified) (4 diffs)
• HeuristicLab.Problems.DataAnalysis/3.4 (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Interval.cs (modified) (1 diff)
• HeuristicLab.Services.Access (modified) (1 prop)
• HeuristicLab.Services.Access/3.3/AccessService.cs (modified) (1 diff)
• HeuristicLab.Tests (modified) (1 prop)
• HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/IntervalTest.cs (modified) (1 diff)

branches/2994-AutoDiffForIntervals/HeuristicLab.Algorithms.DataAnalysis/3.4/GradientBoostedTrees/GradientBoostedTreesModelSurrogate.cs

@@ -24 +24 @@
 using System.Collections.Generic;
 using System.Linq;
+using HEAL.Attic;
 using HeuristicLab.Common;
 using HeuristicLab.Core;
-using HEAL.Attic;
 using HeuristicLab.Problems.DataAnalysis;
 
@@ -38 +38 @@
     // don't store the actual model!
     // the actual model is only recalculated when necessary
+    private IGradientBoostedTreesModel fullModel;
     private readonly Lazy<IGradientBoostedTreesModel> actualModel;
     private IGradientBoostedTreesModel ActualModel {
@@ -48 +49 @@
     private readonly uint seed;
     [Storable]
-    private ILossFunction lossFunction;
+    private readonly ILossFunction lossFunction;
     [Storable]
-    private double r;
+    private readonly double r;
     [Storable]
-    private double m;
+    private readonly double m;
     [Storable]
-    private double nu;
+    private readonly double nu;
     [Storable]
-    private int iterations;
+    private readonly int iterations;
     [Storable]
-    private int maxSize;
+    private readonly int maxSize;
 
 
@@ -69 +70 @@
     [StorableConstructor]
     private GradientBoostedTreesModelSurrogate(StorableConstructorFlag _) : base(_) {
-      actualModel = new Lazy<IGradientBoostedTreesModel>(() => RecalculateModel());
+      actualModel = CreateLazyInitFunc();
     }
 
     private GradientBoostedTreesModelSurrogate(GradientBoostedTreesModelSurrogate original, Cloner cloner)
       : base(original, cloner) {
-      IGradientBoostedTreesModel clonedModel = null;
-      if (original.actualModel.IsValueCreated) clonedModel = cloner.Clone(original.ActualModel);
-      actualModel = new Lazy<IGradientBoostedTreesModel>(CreateLazyInitFunc(clonedModel)); // only capture clonedModel in the closure
-
+      // clone data which is necessary to rebuild the model
       this.trainingProblemData = cloner.Clone(original.trainingProblemData);
       this.lossFunction = cloner.Clone(original.lossFunction);
@@ -86 +84 @@
       this.m = original.m;
       this.nu = original.nu;
+
+      // clone full model if it has already been created
+      if (original.fullModel != null) this.fullModel = cloner.Clone(original.fullModel);
+      actualModel = CreateLazyInitFunc();
     }
 
-    private Func<IGradientBoostedTreesModel> CreateLazyInitFunc(IGradientBoostedTreesModel clonedModel) {
-      return () => {
-        return clonedModel ?? RecalculateModel();
-      };
+    private Lazy<IGradientBoostedTreesModel> CreateLazyInitFunc() {
+      return new Lazy<IGradientBoostedTreesModel>(() => {
+        if (fullModel == null) fullModel = RecalculateModel();
+        return fullModel;
+      });
     }
 
@@ -107 +110 @@
       this.nu = nu;
 
-      actualModel = new Lazy<IGradientBoostedTreesModel>(() => RecalculateModel());
+      actualModel = CreateLazyInitFunc();
     }
 
-    // wrap an actual model in a surrograte
+    // wrap an actual model in a surrogate
     public GradientBoostedTreesModelSurrogate(IGradientBoostedTreesModel model, IRegressionProblemData trainingProblemData, uint seed,
       ILossFunction lossFunction, int iterations, int maxSize, double r, double m, double nu)
       : this(trainingProblemData, seed, lossFunction, iterations, maxSize, r, m, nu) {
-      actualModel = new Lazy<IGradientBoostedTreesModel>(() => model);
+      fullModel = model;
     }
 
@@ -135 +138 @@
 
     public IEnumerable<IRegressionModel> Models {
-      get {
-        return ActualModel.Models;
-      }
+      get { return ActualModel.Models; }
     }
 
     public IEnumerable<double> Weights {
-      get {
-        return ActualModel.Weights;
-      }
+      get { return ActualModel.Weights; }
     }
   }

branches/2994-AutoDiffForIntervals/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestModelSurrogate.cs

@@ -35 +35 @@
     #region parameters for recalculation of the model
     [Storable]
-    private int seed;
+    private readonly int seed;
     [Storable]
-    private IDataAnalysisProblemData originalTrainingData;
+    private readonly IDataAnalysisProblemData originalTrainingData;
     [Storable]
-    private double[] classValues;
+    private readonly double[] classValues;
     [Storable]
-    private int nTrees;
+    private readonly int nTrees;
     [Storable]
-    private double r;
+    private readonly double r;
     [Storable]
-    private double m;
+    private readonly double m;
     #endregion
+
 
     // don't store the actual model!
     // the actual model is only recalculated when necessary
+    private IRandomForestModel fullModel = null;
     private readonly Lazy<IRandomForestModel> actualModel;
+
     private IRandomForestModel ActualModel {
       get { return actualModel.Value; }
@@ -74 +77 @@
       this.m = m;
 
-      actualModel = new Lazy<IRandomForestModel>(() => RecalculateModel());
+      actualModel = CreateLazyInitFunc();
     }
 
-    // wrap an actual model in a surrograte
+    // wrap an actual model in a surrogate
     public RandomForestModelSurrogate(IRandomForestModel model, string targetVariable, IDataAnalysisProblemData originalTrainingData,
-      int seed, int nTrees, double r, double m, double[] classValues = null) : this(targetVariable, originalTrainingData, seed, nTrees, r, m, classValues) {
-      actualModel = new Lazy<IRandomForestModel>(() => model);
+      int seed, int nTrees, double r, double m, double[] classValues = null)
+      : this(targetVariable, originalTrainingData, seed, nTrees, r, m, classValues) {
+      fullModel = model;
     }
 
     [StorableConstructor]
     private RandomForestModelSurrogate(StorableConstructorFlag _) : base(_) {
-      actualModel = new Lazy<IRandomForestModel>(() => RecalculateModel());
+      actualModel = CreateLazyInitFunc();
     }
 
     private RandomForestModelSurrogate(RandomForestModelSurrogate original, Cloner cloner) : base(original, cloner) {
-      IRandomForestModel clonedModel = null;
-      if (original.actualModel.IsValueCreated) clonedModel = cloner.Clone(original.ActualModel);
-      actualModel = new Lazy<IRandomForestModel>(CreateLazyInitFunc(clonedModel)); // only capture clonedModel in the closure
-
       // clone data which is necessary to rebuild the model
       this.originalTrainingData = cloner.Clone(original.originalTrainingData);
@@ -100 +100 @@
       this.r = original.r;
       this.m = original.m;
-    }
 
-    private Func<IRandomForestModel> CreateLazyInitFunc(IRandomForestModel clonedModel) {
-      return () => {
-        return clonedModel ?? RecalculateModel();
-      };
+      // clone full model if it has already been created
+      if (original.fullModel != null) this.fullModel = cloner.Clone(original.fullModel);
+      actualModel = CreateLazyInitFunc();
     }
 
     public override IDeepCloneable Clone(Cloner cloner) {
       return new RandomForestModelSurrogate(this, cloner);
+    }
+
+    private Lazy<IRandomForestModel> CreateLazyInitFunc() {
+      return new Lazy<IRandomForestModel>(() => {
+        if (fullModel == null) fullModel = RecalculateModel();
+        return fullModel;
+      });
     }
 

branches/2994-AutoDiffForIntervals/HeuristicLab.Clients.Hive.Administrator/3.3/Views/ProjectView.Designer.cs

@@ -39 +39 @@
       this.endLabel = new System.Windows.Forms.Label();
       this.indefiniteCheckBox = new System.Windows.Forms.CheckBox();
-      this.createdTextBox = new System.Windows.Forms.TextBox();      
+      this.createdTextBox = new System.Windows.Forms.TextBox();
       this.toolTip = new System.Windows.Forms.ToolTip(this.components);
+      this.refreshButton = new System.Windows.Forms.Button();
       this.SuspendLayout();
       // 
@@ -68 +69 @@
       this.nameLabel.Name = "nameLabel";
       this.nameLabel.Size = new System.Drawing.Size(38, 13);
-      this.nameLabel.TabIndex = 0;
+      this.nameLabel.TabIndex = 2;
       this.nameLabel.Text = "Name:";
       // 
@@ -78 +79 @@
       this.nameTextBox.Name = "nameTextBox";
       this.nameTextBox.Size = new System.Drawing.Size(464, 20);
-      this.nameTextBox.TabIndex = 2;
+      this.nameTextBox.TabIndex = 3;
       this.nameTextBox.TextChanged += new System.EventHandler(this.nameTextBox_TextChanged);
       this.nameTextBox.Validating += new System.ComponentModel.CancelEventHandler(this.nameTextBox_Validating);
@@ -88 +89 @@
       this.descriptionLabel.Name = "descriptionLabel";
       this.descriptionLabel.Size = new System.Drawing.Size(63, 13);
-      this.descriptionLabel.TabIndex = 0;
+      this.descriptionLabel.TabIndex = 4;
       this.descriptionLabel.Text = "Description:";
       // 
@@ -99 +100 @@
       this.descriptionTextBox.Name = "descriptionTextBox";
       this.descriptionTextBox.Size = new System.Drawing.Size(464, 98);
-      this.descriptionTextBox.TabIndex = 3;
+      this.descriptionTextBox.TabIndex = 5;
       this.descriptionTextBox.TextChanged += new System.EventHandler(this.descriptionTextBox_TextChanged);
       // 
-      // ownerLabel
-      // 
-      this.ownerLabel.AutoSize = true;
-      this.ownerLabel.Location = new System.Drawing.Point(3, 167);
-      this.ownerLabel.Name = "ownerLabel";
-      this.ownerLabel.Size = new System.Drawing.Size(41, 13);
-      this.ownerLabel.TabIndex = 0;
-      this.ownerLabel.Text = "Owner:";
-      // 
       // ownerComboBox
       // 
-      //this.ownerComboBox.Anchor = ((System.Windows.Forms.AnchorStyles)(((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Left) 
-      //      | System.Windows.Forms.AnchorStyles.Right)));
       this.ownerComboBox.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
       this.ownerComboBox.FormattingEnabled = true;
@@ -120 +110 @@
       this.ownerComboBox.Name = "ownerComboBox";
       this.ownerComboBox.Size = new System.Drawing.Size(200, 21);
-      this.ownerComboBox.TabIndex = 4;
+      this.ownerComboBox.TabIndex = 7;
       this.ownerComboBox.SelectedIndexChanged += new System.EventHandler(this.ownerComboBox_SelectedIndexChanged);
+      // 
+      // ownerLabel
+      // 
+      this.ownerLabel.AutoSize = true;
+      this.ownerLabel.Location = new System.Drawing.Point(3, 167);
+      this.ownerLabel.Name = "ownerLabel";
+      this.ownerLabel.Size = new System.Drawing.Size(41, 13);
+      this.ownerLabel.TabIndex = 6;
+      this.ownerLabel.Text = "Owner:";
       // 
       // createdLabel
@@ -129 +128 @@
       this.createdLabel.Name = "createdLabel";
       this.createdLabel.Size = new System.Drawing.Size(47, 13);
-      this.createdLabel.TabIndex = 8;
+      this.createdLabel.TabIndex = 9;
       this.createdLabel.Text = "Created:";
       // 
@@ -135 +134 @@
       // 
       this.startDateTimePicker.CustomFormat = "ddd, dd.MM.yyyy, HH:mm:ss";
-      this.startDateTimePicker.Enabled = false;
       this.startDateTimePicker.Format = System.Windows.Forms.DateTimePickerFormat.Custom;
       this.startDateTimePicker.Location = new System.Drawing.Point(72, 216);
       this.startDateTimePicker.Name = "startDateTimePicker";
       this.startDateTimePicker.Size = new System.Drawing.Size(200, 20);
-      this.startDateTimePicker.TabIndex = 9;
-      this.startDateTimePicker.ValueChanged += new System.EventHandler(this.startDateTimePicker_ValueChanged);      
+      this.startDateTimePicker.TabIndex = 12;
+      this.startDateTimePicker.ValueChanged += new System.EventHandler(this.startDateTimePicker_ValueChanged);
       // 
       // startLabel
@@ -149 +147 @@
       this.startLabel.Name = "startLabel";
       this.startLabel.Size = new System.Drawing.Size(32, 13);
-      this.startLabel.TabIndex = 10;
+      this.startLabel.TabIndex = 11;
       this.startLabel.Text = "Start:";
       // 
@@ -155 +153 @@
       // 
       this.endDateTimePicker.CustomFormat = "ddd, dd.MM.yyyy, HH:mm:ss";
-      this.endDateTimePicker.Enabled = false;
       this.endDateTimePicker.Format = System.Windows.Forms.DateTimePickerFormat.Custom;
       this.endDateTimePicker.Location = new System.Drawing.Point(72, 243);
       this.endDateTimePicker.Name = "endDateTimePicker";
       this.endDateTimePicker.Size = new System.Drawing.Size(200, 20);
-      this.endDateTimePicker.TabIndex = 11;
+      this.endDateTimePicker.TabIndex = 14;
       this.endDateTimePicker.ValueChanged += new System.EventHandler(this.endDateTimePicker_ValueChanged);
       // 
@@ -169 +166 @@
       this.endLabel.Name = "endLabel";
       this.endLabel.Size = new System.Drawing.Size(29, 13);
-      this.endLabel.TabIndex = 10;
+      this.endLabel.TabIndex = 13;
       this.endLabel.Text = "End:";
       // 
@@ -178 +175 @@
       this.indefiniteCheckBox.Name = "indefiniteCheckBox";
       this.indefiniteCheckBox.Size = new System.Drawing.Size(69, 17);
-      this.indefiniteCheckBox.TabIndex = 13;
+      this.indefiniteCheckBox.TabIndex = 15;
       this.indefiniteCheckBox.Text = "Indefinite";
       this.indefiniteCheckBox.UseVisualStyleBackColor = true;
@@ -189 +186 @@
       this.createdTextBox.ReadOnly = true;
       this.createdTextBox.Size = new System.Drawing.Size(200, 20);
-      this.createdTextBox.TabIndex = 14;
+      this.createdTextBox.TabIndex = 10;
+      // 
+      // refreshButton
+      // 
+      this.refreshButton.Image = HeuristicLab.Common.Resources.VSImageLibrary.Refresh;
+      this.refreshButton.Location = new System.Drawing.Point(278, 162);
+      this.refreshButton.Name = "refreshButton";
+      this.refreshButton.Size = new System.Drawing.Size(24, 24);
+      this.refreshButton.TabIndex = 8;
+      this.refreshButton.UseVisualStyleBackColor = true;
+      this.refreshButton.Click += new System.EventHandler(this.refreshButton_Click);
       // 
       // ProjectView
@@ -195 +202 @@
       this.AutoScaleDimensions = new System.Drawing.SizeF(6F, 13F);
       this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+      this.Controls.Add(this.refreshButton);
       this.Controls.Add(this.createdTextBox);
       this.Controls.Add(this.indefiniteCheckBox);
@@ -213 +221 @@
       this.Size = new System.Drawing.Size(539, 271);
       this.Load += new System.EventHandler(this.ProjectView_Load);
-      this.Disposed += new System.EventHandler(this.ProjectView_Disposed);
       this.ResumeLayout(false);
       this.PerformLayout();
@@ -235 +242 @@
     private System.Windows.Forms.Label endLabel;
     private System.Windows.Forms.CheckBox indefiniteCheckBox;
-    private System.Windows.Forms.TextBox createdTextBox;    
+    private System.Windows.Forms.TextBox createdTextBox;
     private System.Windows.Forms.ToolTip toolTip;
+    private System.Windows.Forms.Button refreshButton;
   }
 }

branches/2994-AutoDiffForIntervals/HeuristicLab.Clients.Hive.Administrator/3.3/Views/ProjectView.cs

@@ -28 +28 @@
 using HeuristicLab.Core.Views;
 using HeuristicLab.MainForm;
+using Tpl = System.Threading.Tasks;
 
 namespace HeuristicLab.Clients.Hive.Administrator.Views {
@@ -33 +34 @@
   [Content(typeof(Project), IsDefaultView = true)]
   public partial class ProjectView : ItemView {
-    private readonly object locker = new object();
-
     public new Project Content {
       get { return (Project)base.Content; }
@@ -58 +57 @@
     }
 
-    protected void RegisterControlEvents() {
-      nameTextBox.TextChanged += nameTextBox_TextChanged;
-      nameTextBox.Validating += nameTextBox_Validating;
-      descriptionTextBox.TextChanged += descriptionTextBox_TextChanged;
-      ownerComboBox.SelectedIndexChanged += ownerComboBox_SelectedIndexChanged;
-      startDateTimePicker.ValueChanged += startDateTimePicker_ValueChanged;
-      endDateTimePicker.ValueChanged += endDateTimePicker_ValueChanged;
-      indefiniteCheckBox.CheckedChanged += indefiniteCheckBox_CheckedChanged;
-    }
-
-    protected void DeregisterControlEvents() {
-      nameTextBox.TextChanged -= nameTextBox_TextChanged;
-      nameTextBox.Validating -= nameTextBox_Validating;
-      descriptionTextBox.TextChanged -= descriptionTextBox_TextChanged;
-      ownerComboBox.SelectedIndexChanged -= ownerComboBox_SelectedIndexChanged;
-      startDateTimePicker.ValueChanged -= startDateTimePicker_ValueChanged;
-      endDateTimePicker.ValueChanged -= endDateTimePicker_ValueChanged;
-      indefiniteCheckBox.CheckedChanged -= indefiniteCheckBox_CheckedChanged;
-    }
-
     protected override void OnContentChanged() {
       base.OnContentChanged();
-      DeregisterControlEvents();
+      UpdateView();
+    }
+
+    private void UpdateView() {
       if (Content == null) {
         idTextBox.Clear();
@@ -94 +76 @@
         nameTextBox.Text = Content.Name;
         descriptionTextBox.Text = Content.Description;
-
-        ownerComboBox.SelectedIndexChanged -= ownerComboBox_SelectedIndexChanged;
-        if (AccessClient.Instance.UsersAndGroups != null) {
-          var users = AccessClient.Instance.UsersAndGroups.OfType<LightweightUser>();
-          if (!Content.ParentProjectId.HasValue) users = users.Where(x => x.Roles.Select(y => y.Name).Contains(HiveRoles.Administrator));
-          var projectOwnerId = Content.OwnerUserId;
-          ownerComboBox.DataSource = users.OrderBy(x => x.UserName).ToList();
-          ownerComboBox.SelectedItem = users.FirstOrDefault(x => x.Id == projectOwnerId);
-        }
-        ownerComboBox.SelectedIndexChanged += ownerComboBox_SelectedIndexChanged;
-
+        ownerComboBox.SelectedItem = AccessClient.Instance.UsersAndGroups?.OfType<LightweightUser>().SingleOrDefault(x => x.Id == Content.OwnerUserId);
         createdTextBox.Text = Content.DateCreated.ToString("ddd, dd.MM.yyyy, HH:mm:ss");
         startDateTimePicker.Value = Content.StartDate;
-
+        endDateTimePicker.Value = Content.EndDate.GetValueOrDefault(Content.StartDate);
         indefiniteCheckBox.Checked = !Content.EndDate.HasValue;
-        if (!indefiniteCheckBox.Checked) endDateTimePicker.Value = Content.EndDate.Value;
-        else endDateTimePicker.Value = Content.StartDate;
-        endDateTimePicker.Enabled = !indefiniteCheckBox.Checked;
-      }
-      SetEnabledStateOfControls();
-      RegisterControlEvents();
-    }
-
-    protected override void SetEnabledStateOfControls() {
-      base.SetEnabledStateOfControls();
-      bool enabled = Content != null && !Locked && !ReadOnly;
-      nameTextBox.Enabled = enabled;
-      descriptionTextBox.Enabled = enabled;
-      ownerComboBox.Enabled = enabled;
-      createdTextBox.Enabled = enabled;
-      startDateTimePicker.Enabled = enabled;
-      endDateTimePicker.Enabled = enabled && Content.EndDate.HasValue;
-      indefiniteCheckBox.Enabled = enabled;
-
-      if (Content != null) {
-        //var parentProject = HiveAdminClient.Instance.GetAvailableProjectAncestors(Content.Id).LastOrDefault();
-        var parentProject = HiveAdminClient.Instance.Projects.FirstOrDefault(x => x.Id == Content.ParentProjectId);
-        if ((!IsAdmin() && (parentProject == null || parentProject.EndDate.HasValue))
-           || (IsAdmin() && parentProject != null && parentProject.EndDate.HasValue)) {
-          indefiniteCheckBox.Enabled = false;
-        }
-
-        if (Content.Id != Guid.Empty && !IsAdmin() && !HiveAdminClient.Instance.CheckOwnershipOfParentProject(Content, UserInformation.Instance.User.Id)) {
-          ownerComboBox.Enabled = false;
-          startDateTimePicker.Enabled = false;
-          endDateTimePicker.Enabled = false;
-          indefiniteCheckBox.Enabled = false;
-        }
-      }
-    }
-    #endregion
-
-    #region Event Handlers
-    private void Content_PropertyChanged(object sender, PropertyChangedEventArgs e) {
-      if (InvokeRequired) Invoke((Action<object, PropertyChangedEventArgs>)Content_PropertyChanged, sender, e);
-      else OnContentChanged();
-    }
-
-    private void AccessClient_Instance_Refreshing(object sender, EventArgs e) {
-      if (InvokeRequired) Invoke((Action<object, EventArgs>)AccessClient_Instance_Refreshing, sender, e);
-      else {
-        Progress.Show(this, "Refreshing ...", ProgressMode.Indeterminate);
-        SetEnabledStateOfControls();
-      }
-    }
-
-    private void AccessClient_Instance_Refreshed(object sender, EventArgs e) {
-      if (InvokeRequired) Invoke((Action<object, EventArgs>)AccessClient_Instance_Refreshed, sender, e);
-      else {
-        Progress.Hide(this);
-        SetEnabledStateOfControls();
-      }
-    }
-
-    private async void ProjectView_Load(object sender, EventArgs e) {
-      await SecurityExceptionUtil.TryAsyncAndReportSecurityExceptions(
-        action: () => UpdateUsers(),
-        finallyCallback: () => {
-          ownerComboBox.SelectedIndexChanged -= ownerComboBox_SelectedIndexChanged;
-          var users = AccessClient.Instance.UsersAndGroups.OfType<LightweightUser>();
-          if (Content != null && !Content.ParentProjectId.HasValue) users = users.Where(x => x.Roles.Select(y => y.Name).Contains(HiveRoles.Administrator));
-          ownerComboBox.DataSource = users.OrderBy(x => x.UserName).ToList();
-          ownerComboBox.SelectedIndexChanged += ownerComboBox_SelectedIndexChanged;
-        });
-    }
-
-    private void ProjectView_Disposed(object sender, EventArgs e) {
-      AccessClient.Instance.Refreshed -= AccessClient_Instance_Refreshed;
-      AccessClient.Instance.Refreshing -= AccessClient_Instance_Refreshing;
-    }
-
-    private void nameTextBox_Validating(object sender, CancelEventArgs e) {
-      if (string.IsNullOrEmpty(nameTextBox.Text)) {
-        MessageBox.Show(
-          "Project must have a name.",
-          "HeuristicLab Hive Administrator",
-          MessageBoxButtons.OK,
-          MessageBoxIcon.Error);
-        e.Cancel = true;
-      }
-    }
-
-    private void nameTextBox_TextChanged(object sender, EventArgs e) {
-      if (Content != null && Content.Name != nameTextBox.Text) {
-        DeregisterContentEvents();
-        Content.Name = nameTextBox.Text;
-        RegisterContentEvents();
-      }
-    }
-
-    private void descriptionTextBox_TextChanged(object sender, EventArgs e) {
-      if (Content != null && Content.Description != descriptionTextBox.Text) {
-        DeregisterContentEvents();
-        Content.Description = descriptionTextBox.Text;
-        RegisterContentEvents();
-      }
-    }
-
-    private void ownerComboBox_SelectedIndexChanged(object sender, EventArgs e) {
-      var selectedItem = (LightweightUser)ownerComboBox.SelectedItem;
-      var selectedOwnerUserId = selectedItem != null ? selectedItem.Id : Guid.Empty;
-      if (Content != null && Content.OwnerUserId != selectedOwnerUserId) {
-        DeregisterContentEvents();
-        Content.OwnerUserId = selectedOwnerUserId;
-        RegisterContentEvents();
-      }
-    }
-
-    private void startDateTimePicker_ValueChanged(object sender, EventArgs e) {
-      if (Content == null) return;
-      startDateTimePicker.ValueChanged -= startDateTimePicker_ValueChanged;
-
-      if (!IsAdmin()) {
-        var parentProject = HiveAdminClient.Instance.GetAvailableProjectAncestors(Content.Id).LastOrDefault();
-        if (parentProject != null) {
-          if (startDateTimePicker.Value < parentProject.StartDate)
-            startDateTimePicker.Value = parentProject.StartDate;
-        } else {
-          startDateTimePicker.Value = Content.StartDate;
-        }
-      }
-
-      if (!Content.EndDate.HasValue || startDateTimePicker.Value > Content.EndDate)
-        endDateTimePicker.Value = startDateTimePicker.Value;
-      if (Content.StartDate != startDateTimePicker.Value) {
-        DeregisterContentEvents();
-        Content.StartDate = startDateTimePicker.Value;
-        RegisterContentEvents();
-      }
-
-      startDateTimePicker.ValueChanged += startDateTimePicker_ValueChanged;
-    }
-
-    private void endDateTimePicker_ValueChanged(object sender, EventArgs e) {
-      if (Content == null) return;
-      endDateTimePicker.ValueChanged -= endDateTimePicker_ValueChanged;
-
-      if (!IsAdmin()) {
-        var parentProject = HiveAdminClient.Instance.GetAvailableProjectAncestors(Content.Id).LastOrDefault();
-        if (parentProject != null) {
-          if (parentProject.EndDate.HasValue && endDateTimePicker.Value > parentProject.EndDate.Value) {
-            endDateTimePicker.Value = parentProject.EndDate.Value;
-          }
-        } else if (Content.EndDate.HasValue) {
-          endDateTimePicker.Value = Content.EndDate.Value;
-        }
-      }
-
-      if (endDateTimePicker.Value < startDateTimePicker.Value)
-        endDateTimePicker.Value = startDateTimePicker.Value;
-      if (Content.EndDate != endDateTimePicker.Value) {
-        DeregisterContentEvents();
-        Content.EndDate = endDateTimePicker.Value;
-        RegisterContentEvents();
-      }
-
-      endDateTimePicker.ValueChanged += endDateTimePicker_ValueChanged;
-    }
-
-    private void indefiniteCheckBox_CheckedChanged(object sender, EventArgs e) {
-      if (Content == null) return;
-
-      var newEndDate = indefiniteCheckBox.Checked ? (DateTime?)null : endDateTimePicker.Value;
-      endDateTimePicker.Enabled = !indefiniteCheckBox.Checked;
-      if (Content.EndDate != newEndDate) {
-        DeregisterContentEvents();
-        Content.EndDate = newEndDate;
-        RegisterContentEvents();
-      }
-    }
-    #endregion
-
-    #region Helpers
+      }
+    }
+
+    private async Tpl.Task UpdateUsersAsync() {
+      await Tpl.Task.Run(() => UpdateUsers());
+    }
+
     private void UpdateUsers() {
+      // deregister handler to avoid change of content's owner when data source is updated
+      ownerComboBox.SelectedIndexChanged -= ownerComboBox_SelectedIndexChanged;
       try {
-        AccessClient.Instance.Refresh();
+        ownerComboBox.DataSource = null;
+        SecurityExceptionUtil.TryAndReportSecurityExceptions(AccessClient.Instance.Refresh);
+        ownerComboBox.DataSource = AccessClient.Instance.UsersAndGroups.OfType<LightweightUser>().OrderBy(x => x.UserName).ToList();
       } catch (AnonymousUserException) {
         ShowHiveInformationDialog();
-      }
-    }
-
-    private bool IsAdmin() {
-      return HiveRoles.CheckAdminUserPermissions();
+      } finally {
+        ownerComboBox.SelectedIndexChanged += ownerComboBox_SelectedIndexChanged;
+      }
     }
 
@@ -307 +110 @@
       }
     }
+
+    protected override void SetEnabledStateOfControls() {
+      base.SetEnabledStateOfControls();
+
+      bool enabled = Content != null && !Locked && !ReadOnly;
+
+      nameTextBox.Enabled = enabled;
+      descriptionTextBox.Enabled = enabled;
+      ownerComboBox.Enabled = enabled;
+      refreshButton.Enabled = enabled;
+      createdTextBox.Enabled = enabled;
+      startDateTimePicker.Enabled = enabled;
+      endDateTimePicker.Enabled = enabled && Content.EndDate.HasValue && Content.EndDate > Content.StartDate;
+      indefiniteCheckBox.Enabled = enabled;
+
+      if (Content == null) return;
+
+      var parentProject = HiveAdminClient.Instance.Projects.SingleOrDefault(x => x.Id == Content.ParentProjectId);
+      if (parentProject != null && parentProject.EndDate.HasValue)
+        indefiniteCheckBox.Enabled = false;
+
+      if (Content.Id == Guid.Empty) return; // newly created project
+      if (HiveRoles.CheckAdminUserPermissions()) return; // admins can edit any project
+      if (HiveAdminClient.Instance.CheckOwnershipOfParentProject(Content, UserInformation.Instance.User.Id)) return; // owner can edit project
+
+      // project was already created and user is neither admin nor owner
+      ownerComboBox.Enabled = false;
+      startDateTimePicker.Enabled = false;
+      endDateTimePicker.Enabled = false;
+      indefiniteCheckBox.Enabled = false;
+    }
+    #endregion
+
+    #region Event Handlers
+    private void ProjectView_Load(object sender, EventArgs e) {
+      Locked = true;
+      try {
+        UpdateUsers();
+        UpdateView();
+      } finally {
+        Locked = false;
+      }
+    }
+
+    private void Content_PropertyChanged(object sender, PropertyChangedEventArgs e) {
+      UpdateView();
+    }
+
+    private void nameTextBox_TextChanged(object sender, EventArgs e) {
+      if (Content == null || Content.Name == nameTextBox.Text) return;
+      Content.Name = nameTextBox.Text;
+    }
+
+    private void nameTextBox_Validating(object sender, CancelEventArgs e) {
+      if (!string.IsNullOrEmpty(nameTextBox.Text)) return;
+
+      MessageBox.Show("Project must have a name.", "HeuristicLab Hive Administrator", MessageBoxButtons.OK, MessageBoxIcon.Error);
+      e.Cancel = true;
+    }
+
+    private void descriptionTextBox_TextChanged(object sender, EventArgs e) {
+      if (Content == null || Content.Description == descriptionTextBox.Text) return;
+      Content.Description = descriptionTextBox.Text;
+    }
+
+    private void ownerComboBox_SelectedIndexChanged(object sender, EventArgs e) {
+      if (Content == null) return;
+
+      var selectedItem = (LightweightUser)ownerComboBox.SelectedItem;
+      var selectedOwnerUserId = selectedItem != null ? selectedItem.Id : Guid.Empty;
+      if (Content.OwnerUserId == selectedOwnerUserId) return;
+
+      Content.OwnerUserId = selectedOwnerUserId;
+    }
+
+    private async void refreshButton_Click(object sender, EventArgs e) {
+      Locked = true;
+      try {
+        await UpdateUsersAsync();
+        UpdateView();
+      } finally {
+        Locked = false;
+      }
+    }
+
+    private void startDateTimePicker_ValueChanged(object sender, EventArgs e) {
+      if (Content == null || Content.StartDate == startDateTimePicker.Value) return;
+
+      string errorMessage = string.Empty;
+
+      var parentProject = HiveAdminClient.Instance.Projects.SingleOrDefault(x => x.Id == Content.ParentProjectId);
+      if (parentProject != null) {
+        if (startDateTimePicker.Value < parentProject.StartDate) {
+          errorMessage = "Project cannot start before its parent project has started.";
+        } else if (startDateTimePicker.Value > parentProject.EndDate) {
+          errorMessage = "Project cannot start after its parent project has ended.";
+        }
+      }
+
+      if (startDateTimePicker.Value > endDateTimePicker.Value) {
+        errorMessage = "Project cannot start after it ends.";
+      }
+
+      if (!string.IsNullOrEmpty(errorMessage)) {
+        MessageBox.Show(errorMessage, "HeuristicLab Hive Administrator", MessageBoxButtons.OK, MessageBoxIcon.Error);
+        startDateTimePicker.Value = Content.StartDate;
+      }
+
+      Content.StartDate = startDateTimePicker.Value;
+    }
+
+    private void endDateTimePicker_ValueChanged(object sender, EventArgs e) {
+      if (Content == null || Content.EndDate == endDateTimePicker.Value || Content.StartDate == endDateTimePicker.Value) return;
+
+      string errorMessage = string.Empty;
+
+      var parentProject = HiveAdminClient.Instance.Projects.SingleOrDefault(x => x.Id == Content.ParentProjectId);
+      if (parentProject != null) {
+        if (endDateTimePicker.Value > parentProject.EndDate) {
+          errorMessage = "Project cannot end after its parent project has ended.";
+        } else if (endDateTimePicker.Value < parentProject.StartDate) {
+          errorMessage = "Project cannot end before its parent project has started.";
+        }
+      }
+
+      if (endDateTimePicker.Value < startDateTimePicker.Value) {
+        errorMessage = "Project cannot end after it starts.";
+      }
+
+      if (!string.IsNullOrEmpty(errorMessage)) {
+        MessageBox.Show(errorMessage, "HeuristicLab Hive Administrator", MessageBoxButtons.OK, MessageBoxIcon.Error);
+        endDateTimePicker.Value = Content.EndDate.GetValueOrDefault(Content.StartDate);
+      }
+
+      Content.EndDate = endDateTimePicker.Value;
+    }
+
+    private void indefiniteCheckBox_CheckedChanged(object sender, EventArgs e) {
+      if (Content == null) return;
+
+      var newEndDate = indefiniteCheckBox.Checked ? (DateTime?)null : endDateTimePicker.Value;
+
+      if (Content.EndDate == newEndDate) return;
+      Content.EndDate = newEndDate;
+
+      endDateTimePicker.Enabled = !indefiniteCheckBox.Checked;
+    }
+
+    private void AccessClient_Instance_Refreshing(object sender, EventArgs e) {
+      if (InvokeRequired) {
+        Invoke((Action<object, EventArgs>)AccessClient_Instance_Refreshing, sender, e);
+        return;
+      }
+
+      Progress.Show(this, "Refreshing ...", ProgressMode.Indeterminate);
+      SetEnabledStateOfControls();
+    }
+
+    private void AccessClient_Instance_Refreshed(object sender, EventArgs e) {
+      if (InvokeRequired) {
+        Invoke((Action<object, EventArgs>)AccessClient_Instance_Refreshed, sender, e);
+        return;
+      }
+
+      Progress.Hide(this);
+      SetEnabledStateOfControls();
+    }
     #endregion
   }

branches/2994-AutoDiffForIntervals/HeuristicLab.Clients.Hive.JobManager/3.3/Views/HiveJobManagerView.cs

@@ -143 +143 @@
     protected override void OnClosed(FormClosedEventArgs e) {
       if (Content != null && Content.Jobs != null) {
-        Content.ClearHiveClient();
+        // clear hive client only if it is not displayed by any other content view (i.e. job manager)
+        var contentViews = MainFormManager.MainForm.Views.OfType<IContentView>()
+          .Where(v => v.Content == Content && v != this);
+        if (!contentViews.Any())
+          Content.ClearHiveClient();
+
         Content = null;
       }

branches/2994-AutoDiffForIntervals/HeuristicLab.Data/3.3/Interfaces/ITextValue.cs

@@ -20 +20 @@
 #endregion
 
-using System;
-using HeuristicLab.Common;
+using HEAL.Attic;
 
 namespace HeuristicLab.Data {
-  public interface ITextValue : IStringConvertibleValue {
-  }
+  [StorableType("6fe7970b-66de-4dcf-aa2b-c1aa9d7da29f")]
+  public interface ITextValue : IStringConvertibleValue { }
 }

branches/2994-AutoDiffForIntervals/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.Designer.cs

@@ -192 +192 @@
       this.Name = "ClassificationSolutionVariableImpactsView";
       this.Size = new System.Drawing.Size(712, 365);
-      this.VisibleChanged += new System.EventHandler(this.ClassificationSolutionVariableImpactsView_VisibleChanged);
       this.ResumeLayout(false);
       this.PerformLayout();

branches/2994-AutoDiffForIntervals/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.cs

@@ -40 +40 @@
     private CancellationTokenSource cancellationToken = new CancellationTokenSource();
     private List<Tuple<string, double>> rawVariableImpacts = new List<Tuple<string, double>>();
+    private bool attachedToProgress = false;
 
     public new IClassificationSolution Content {
@@ -86 +87 @@
       }
     }
-    private void ClassificationSolutionVariableImpactsView_VisibleChanged(object sender, EventArgs e) {
+    protected override void OnHidden(EventArgs e) {
+      base.OnHidden(e);
       cancellationToken.Cancel();
+
+      if (attachedToProgress) {
+        Progress.Hide(this);
+        attachedToProgress = false;
+      }
     }
 
@@ -126 +133 @@
       variableImpactsArrayView.Caption = Content.Name + " Variable Impacts";
       progress = Progress.Show(this, "Calculating variable impacts for " + Content.Name);
+      attachedToProgress = true;
       cancellationToken = new CancellationTokenSource();
 
@@ -144 +152 @@
         UpdateOrdering();
       } finally {
-        Progress.Hide(this);
+        if (attachedToProgress) {
+          Progress.Hide(this);
+          attachedToProgress = false;
+        }
       }
     }

branches/2994-AutoDiffForIntervals/HeuristicLab.Problems.DataAnalysis.Views/3.4/Regression/RegressionSolutionVariableImpactsView.Designer.cs

@@ -192 +192 @@
       this.Name = "RegressionSolutionVariableImpactsView";
       this.Size = new System.Drawing.Size(712, 365);
-      this.VisibleChanged += new System.EventHandler(this.RegressionSolutionVariableImpactsView_VisibleChanged);
       this.ResumeLayout(false);
       this.PerformLayout();

branches/2994-AutoDiffForIntervals/HeuristicLab.Problems.DataAnalysis.Views/3.4/Regression/RegressionSolutionVariableImpactsView.cs

@@ -40 +40 @@
     private CancellationTokenSource cancellationToken = new CancellationTokenSource();
     private List<Tuple<string, double>> rawVariableImpacts = new List<Tuple<string, double>>();
+    private bool attachedToProgress = false;
 
     public new IRegressionSolution Content {
@@ -86 +87 @@
       }
     }
-    private void RegressionSolutionVariableImpactsView_VisibleChanged(object sender, EventArgs e) {
+
+    protected override void OnHidden(EventArgs e) {
+      base.OnHidden(e);
       cancellationToken.Cancel();
+
+      if (attachedToProgress) {
+        Progress.Hide(this);
+        attachedToProgress = false;
+      }
     }
 
@@ -124 +132 @@
       variableImpactsArrayView.Caption = Content.Name + " Variable Impacts";
       var progress = Progress.Show(this, "Calculating variable impacts for " + Content.Name);
+      attachedToProgress = true;
       cancellationToken = new CancellationTokenSource();
 
@@ -141 +150 @@
         rawVariableImpacts.AddRange(impacts);
         UpdateOrdering();
-      }
-      finally {
-        Progress.Hide(this);
+      } finally {
+        if (attachedToProgress) {
+          Progress.Hide(this);
+          attachedToProgress = false;
+        }
       }
     }

branches/2994-AutoDiffForIntervals/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Interval.cs

@@ -226 +226 @@
 
     public static Interval CubicRoot(Interval a) {
-      if (a.LowerBound < 0) return new Interval(double.NaN, double.NaN);
-      return new Interval(Math.Pow(a.LowerBound, 1.0/3), Math.Pow(a.UpperBound, 1.0/3));
+      var lower = (a.LowerBound < 0) ? -Math.Pow(-a.LowerBound, 1d / 3d) : Math.Pow(a.LowerBound, 1d / 3d);
+      var upper = (a.UpperBound < 0) ? -Math.Pow(-a.UpperBound, 1d / 3d) : Math.Pow(a.UpperBound, 1d / 3d);
+
+      return new Interval(lower, upper);
+    }
+
+    public static Interval Absolute(Interval a) {
+      var absLower = Math.Abs(a.LowerBound);
+      var absUpper = Math.Abs(a.UpperBound);
+      return new Interval(Math.Min(absLower, absUpper), Math.Max(absLower, absUpper));
     }
     #endregion

branches/2994-AutoDiffForIntervals/HeuristicLab.Services.Access/3.3/AccessService.cs

@@ -581 +581 @@
         }
       } else {
-        MembershipUser membershipUser = Membership.CreateUser(aspUser.UserName, aspUser.UserName, aspMembership.Email);
+        MembershipUser membershipUser = Membership.CreateUser(aspUser.UserName, Membership.GeneratePassword(32, 8), aspMembership.Email);
         membershipUser.IsApproved = aspMembership.IsApproved;
         membershipUser.Comment = aspMembership.Comment;

branches/2994-AutoDiffForIntervals/HeuristicLab.Tests/HeuristicLab.Problems.DataAnalysis-3.4/IntervalTest.cs

@@ -162 +162 @@
     public void TestIntervalCbrtOperator() {
       Assert.AreEqual<Interval>(new Interval(1, 2), Interval.CubicRoot(new Interval(1, 8)));
-      Assert.AreEqual<Interval>(new Interval(-2, -1), Interval.CubicRoot(new Interval(-8, -1))); // XXX should be fixed for old interval calculation
+      Assert.AreEqual<Interval>(new Interval(-2, -2), Interval.CubicRoot(new Interval(-8, -8)));
+      Assert.AreEqual<Interval>(new Interval(-2, 2), Interval.CubicRoot(new Interval(-8, 8)));
+      Assert.AreEqual(new Interval(2, 2), Interval.CubicRoot(new Interval(8, 8)));
+      Assert.AreEqual(new Interval(-Math.Pow(6, 1.0 / 3), 2), Interval.CubicRoot(new Interval(-6, 8)));
+      Assert.AreEqual(new Interval(2, 2), Interval.CubicRoot(new Interval(8, 8)));
+      Assert.AreEqual(new Interval(-2, 0), Interval.CubicRoot(new Interval(-8, 0)));
+    }
+
+    [TestMethod]
+    [TestCategory("Problems.DataAnalysis")]
+    [TestProperty("Time", "short")]
+    public void TestIntervalAbsoluteOperator() {
+      Assert.AreEqual(new Interval(2, 2), Interval.Absolute(new Interval(-2, -2)));
+      Assert.AreEqual(new Interval(5, 5), Interval.Absolute(new Interval(5, 5)));
+      Assert.AreEqual(new Interval(2, 8), Interval.Absolute(new Interval(2, 8)));
+      Assert.AreEqual(new Interval(5, 14), Interval.Absolute(new Interval(-14, -5)));
+      Assert.AreEqual(new Interval(2, 7), Interval.Absolute(new Interval(-2, 7)));
+      Assert.AreEqual(new Interval(2, 22), Interval.Absolute(new Interval(-22, -2)));
+      Assert.AreEqual(new Interval(6, 22), Interval.Absolute(new Interval(-22, 6)));
+      Assert.AreEqual(new Interval(0, 0), Interval.Absolute(new Interval(0, 0)));
+      Assert.AreEqual(new Interval(0, 2), Interval.Absolute(new Interval(-2, 0)));
+      Assert.AreEqual(new Interval(0, 2), Interval.Absolute(new Interval(0, 2)));
     }
   }