Statistics Fine Tuning Adaptation.

26 files changed, 640 insertions, 234 deletions

diff --git a/Software/DB/PPC/Tango.mdf b/Software/DB/PPC/Tango.mdf
index 9ac33e441..9b7b7ea3c 100644
--- a/Software/DB/PPC/Tango.mdf
+++ b/Software/DB/PPC/Tango.mdf
diff --git a/Software/DB/PPC/Tango_log.ldf b/Software/DB/PPC/Tango_log.ldf
index 84fd2c5b6..deecbaaaf 100644
--- a/Software/DB/PPC/Tango_log.ldf
+++ b/Software/DB/PPC/Tango_log.ldf
diff --git a/Software/DB/Tango.mdf b/Software/DB/Tango.mdf
index be2aaf23e..5cfd85867 100644
--- a/Software/DB/Tango.mdf
+++ b/Software/DB/Tango.mdf
diff --git a/Software/DB/Tango_log.ldf b/Software/DB/Tango_log.ldf
index 545096d43..c500561d4 100644
--- a/Software/DB/Tango_log.ldf
+++ b/Software/DB/Tango_log.ldf
diff --git a/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Models/StopModel.cs b/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Models/StopModel.cs
index 487a75970..79331b222 100644
--- a/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Models/StopModel.cs
+++ b/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Models/StopModel.cs
@@ -7,6 +7,7 @@ using System.Windows.Media;
 using Tango.BL.DTO;
 using Tango.BL.Entities;
 using Tango.BL.Enumerations;
+using Tango.BL.FineTuning;
 using Tango.Core.Commands;
 using Tango.PPC.Shared.Statistics;
 
@@ -26,6 +27,16 @@ namespace Tango.FSE.Statistics.Models
         public RelayCommand<StopModel> CopyCommand { get; set; }
         public JobRunExtendedInfo ExtendedInfo { get; set; }
         public bool IsAdvancedMode { get; set; }
+        public VectorFineTuningRunModel FineTuningModel { get; set; }
+
+        public bool IsFineTuning
+        {
+            get { return FineTuningModel != null; }
+        }
+
+        public bool IsFineTuningApproved { get; set; }
+
+        public bool IsFineTuningSelected { get; set; }
 
         public String Input
         {
@@ -148,5 +159,35 @@ namespace Tango.FSE.Statistics.Models
         {
             get { return JobRun.NumberOfUnits > 1 ? $"{JobRun.JobLogicalLength} x{JobRun.NumberOfUnits}" : JobRun.JobLogicalLength.ToString(); }
         }
+
+        public String FineTuningMeasured
+        {
+            get
+            {
+                if (FineTuningModel == null) return "";
+
+                return $"{FineTuningModel.FineTuningMeasuredL}, {FineTuningModel.FineTuningMeasuredA}, {FineTuningModel.FineTuningMeasuredB}";
+            }
+        }
+
+        public String FineTuningSuggested
+        {
+            get
+            {
+                if (FineTuningModel == null) return "";
+
+                return $"{FineTuningModel.FineTuningSuggestionL.ToString("0.00")}, {FineTuningModel.FineTuningSuggestionA.ToString("0.00")}, {FineTuningModel.FineTuningSuggestionB.ToString("0.00")}";
+            }
+        }
+
+        public String FineTuningTarget
+        {
+            get
+            {
+                if (FineTuningModel == null) return "";
+
+                return $"{FineTuningModel.FineTuningTargetL.ToString("0.00")}, {FineTuningModel.FineTuningTargetA.ToString("0.00")}, {FineTuningModel.FineTuningTargetB.ToString("0.00")}";
+            }
+        }
     }
 }
diff --git a/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/ViewModels/MainViewVM.cs b/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/ViewModels/MainViewVM.cs
index 2b46ad72f..7d71193f9 100644
--- a/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/ViewModels/MainViewVM.cs
+++ b/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/ViewModels/MainViewVM.cs
@@ -1,4 +1,5 @@
-using System;
+using Newtonsoft.Json;
+using System;
 using System.Collections.Generic;
 using System.Collections.ObjectModel;
 using System.Data.Entity;
@@ -13,6 +14,7 @@ using Tango.BL;
 using Tango.BL.DTO;
 using Tango.BL.Entities;
 using Tango.BL.Enumerations;
+using Tango.BL.FineTuning;
 using Tango.Core;
 using Tango.Core.Commands;
 using Tango.Core.ExtensionMethods;
@@ -35,6 +37,8 @@ namespace Tango.FSE.Statistics.ViewModels
         private const int NULL_JOB_INDEX = -1000;
         private int _currentJobIndex;
         private StatisticsModel _model;
+        private String _currentFineTuningSessionID;
+        private List<StopModel> _fineTuningStops;
 
         #region Properties
 
@@ -92,6 +96,13 @@ namespace Tango.FSE.Statistics.ViewModels
             set { _jobRunSelectedStatuses = value; RaisePropertyChangedAuto(); }
         }
 
+        private SelectedObjectCollection<JobDesignations> _jobRunSelectedDesignations;
+        public SelectedObjectCollection<JobDesignations> JobRunSelectedDesignations
+        {
+            get { return _jobRunSelectedDesignations; }
+            set { _jobRunSelectedDesignations = value; RaisePropertyChangedAuto(); }
+        }
+
         private SelectedObjectCollection<ThreadFilterData> _selectedThreads;
         public SelectedObjectCollection<ThreadFilterData> SelectedThreads
         {
@@ -176,6 +187,8 @@ namespace Tango.FSE.Statistics.ViewModels
 
         public RelayCommand OpenStreamingSettingsCommand { get; set; }
 
+        public RelayCommand ClearCommand { get; set; }
+
         #endregion
 
         #region Suggestions Providers
@@ -205,9 +218,25 @@ namespace Tango.FSE.Statistics.ViewModels
                 JobRunStatus.Failed,
 
             });
+
+            JobRunSelectedDesignations = new SelectedObjectCollection<JobDesignations>(new ObservableCollection<JobDesignations>()
+            {
+                JobDesignations.Default,
+                JobDesignations.FineTuning,
+
+            }, new ObservableCollection<JobDesignations>()
+            {
+                JobDesignations.Default,
+                JobDesignations.FineTuning,
+            });
+
+
             JobRunSelectedStatuses.SelectionChanged -= (x, y) => RaisePropertyChanged(nameof(JobRunSelectedStatuses));
             JobRunSelectedStatuses.SelectionChanged += (x, y) => RaisePropertyChanged(nameof(JobRunSelectedStatuses));
 
+            JobRunSelectedDesignations.SelectionChanged -= (x, y) => RaisePropertyChanged(nameof(JobRunSelectedDesignations));
+            JobRunSelectedDesignations.SelectionChanged += (x, y) => RaisePropertyChanged(nameof(JobRunSelectedDesignations));
+
             JobsAutoCompleteProvider = new AutoCompleteSource<string>(AutoCompleteJobs);
 
             StartSelectedDate = DateTime.Now.AddMonths(-1);
@@ -230,6 +259,7 @@ namespace Tango.FSE.Statistics.ViewModels
             CopyCommand = new RelayCommand<StopModel>(CopyStopToClipboard);
             ExportToCsvCommand = new RelayCommand(ExportToCSV, () => IsResultsAvailable);
             OpenStreamingSettingsCommand = new RelayCommand(OpenStreamingSettings);
+            ClearCommand = new RelayCommand(Clear);
         }
 
         #endregion
@@ -281,7 +311,7 @@ namespace Tango.FSE.Statistics.ViewModels
         }
 
         #endregion
-        
+
         #region Statistics Methods
 
         private async Task LoadFiltersData()
@@ -311,6 +341,7 @@ namespace Tango.FSE.Statistics.ViewModels
                     filters.StartDateUTC = StartSelectedDate;
                     filters.EndDateUTC = EndSelectedDate;
                     filters.EndStatuses = JobRunSelectedStatuses.SynchedSource.Cast<int>().ToList();
+                    filters.JobDesignation = JobRunSelectedDesignations.SynchedSource.Cast<int>().ToList();
                     filters.IncludeHeadCleaning = IncludeHeadCleaning;
                     filters.JobName = JobName;
                     filters.ExactJobName = JobNameExact;
@@ -323,6 +354,8 @@ namespace Tango.FSE.Statistics.ViewModels
                     List<StopModel> stops = new List<StopModel>();
 
                     _currentJobIndex = 0;
+                    _currentFineTuningSessionID = null;
+                    _fineTuningStops = new List<StopModel>();
 
                     foreach (var job in _model.StatisticsResult.JobRuns.OrderByDescending(x => x.JobRun.StartDate))
                     {
@@ -351,7 +384,7 @@ namespace Tango.FSE.Statistics.ViewModels
             }
             catch (Exception ex)
             {
-                NotificationProvider.PushErrorReportingSnackbar(ex, "Statistics Module Error", "Error statistics from the remote machine.");
+                NotificationProvider.PushErrorReportingSnackbar(ex, "Statistics Module Error", "Error getting statistics from the remote machine.");
             }
         }
 
@@ -361,7 +394,22 @@ namespace Tango.FSE.Statistics.ViewModels
 
             var rmlName = FiltersData.Rmls.FirstOrDefault(x => x.Guid == job.JobRun.RmlGuid)?.Name;
 
-            _currentJobIndex++;
+            VectorFineTuningRunModel fineTuningModel = null;
+
+            if (job.JobRun.JobDesignation == (int)JobDesignations.FineTuning && job.JobRun.FineTuningString != null)
+            {
+                fineTuningModel = JsonConvert.DeserializeObject<VectorFineTuningRunModel>(job.JobRun.FineTuningString);
+                if (fineTuningModel.FineTuningSessionID != _currentFineTuningSessionID)
+                {
+                    _fineTuningStops = new List<StopModel>();
+                    _currentFineTuningSessionID = fineTuningModel.FineTuningSessionID;
+                    _currentJobIndex++;
+                }
+            }
+            else
+            {
+                _currentJobIndex++;
+            }
 
             foreach (var jobSegment in job.Job.Segments)
             {
@@ -373,6 +421,20 @@ namespace Tango.FSE.Statistics.ViewModels
                     stop.SegmentIndex = job.Job.Segments.IndexOf(jobSegment) + 1;
                     stop.ThreadName = rmlName;
                     stop.IsAdvancedMode = !BuildProvider.IsTwineRSM && CurrentUser.HasRole(Roles.FSEAdvancedTechnician);
+                    stop.FineTuningModel = fineTuningModel;
+
+                    if (fineTuningModel != null)
+                    {
+                        stop.IsFineTuningApproved = fineTuningModel.Approved;
+                        stop.IsFineTuningSelected = fineTuningModel.Approved;
+
+                        _fineTuningStops.Add(stop);
+
+                        if (_fineTuningStops.Exists(x => x.IsFineTuningApproved))
+                        {
+                            _fineTuningStops.ForEach(x => x.IsFineTuningApproved = true);
+                        }
+                    }
 
                     stop.ColorSpace = jobStop.ColorSpace;
 
@@ -479,6 +541,12 @@ namespace Tango.FSE.Statistics.ViewModels
             return FiltersData.Jobs.Where(x => x != null).Where(x => x.ToLower().Contains(key.ToLower())).ToList();
         }
 
+        private void Clear()
+        {
+            Stops?.Clear();
+            Stats = new StatsModel();
+        }
+
         #endregion
 
         #region Stop Commands Handler
@@ -578,7 +646,7 @@ namespace Tango.FSE.Statistics.ViewModels
         }
 
         #endregion
-        
+
         #region CSV Export
 
         private async void ExportToCSV()
@@ -734,6 +802,17 @@ namespace Tango.FSE.Statistics.ViewModels
                         Stops.Clear();
                     }
 
+                    if (stops.First().IsFineTuning && stops.First().FineTuningModel != null)
+                    {
+                        var sessionStop = Stops.Where(x => x.IsFineTuning).FirstOrDefault(x => x.FineTuningModel.FineTuningSessionID == stops[0].FineTuningModel.FineTuningSessionID);
+
+                        if (sessionStop != null)
+                        {
+                            stops.First().JobIndex = sessionStop.JobIndex;
+                            stops.First().IsFineTuningApproved = sessionStop.IsFineTuningApproved;
+                        }
+                    }
+
                     foreach (var stop in stops)
                     {
                         Stops.Insert(0, stop);
diff --git a/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Views/MainView.xaml b/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Views/MainView.xaml
index 29d12d773..31dee1093 100644
--- a/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Views/MainView.xaml
+++ b/Software/Visual_Studio/FSE/Modules/Tango.FSE.Statistics/Views/MainView.xaml
@@ -21,9 +21,11 @@
             <Setter Property="BorderThickness" Value="0 0 0 1"></Setter>
             <Setter Property="Margin" Value="15 0 0 -1"></Setter>
             <Setter Property="Padding" Value="0"></Setter>
+            <Setter Property="FocusVisualStyle" Value="{x:Null}"></Setter>
             <Style.Triggers>
                 <Trigger Property="IsSelected" Value="True">
                     <Setter Property="Background" Value="{StaticResource FSE_PrimaryBackgroundLightBrush}"></Setter>
+                    <Setter Property="BorderThickness" Value="0"></Setter>
                 </Trigger>
             </Style.Triggers>
         </Style>
@@ -31,17 +33,36 @@
         <DataTemplate x:Key="EmptyColumnTemplate">
             <Grid>
                 <Border Width="30" HorizontalAlignment="Left" Background="{StaticResource FSE_PrimaryBackgroundBrush}" Margin="-28 -10 0 -10" Height="35" />
-                <Border Background="{Binding BestMatchBrush,Mode=OneWay}" Width="20" Height="20" HorizontalAlignment="Left" Margin="10 0 0 0">
-                    <Border.ToolTip>
+                <StackPanel Orientation="Horizontal">
+                    <Border Background="{Binding BestMatchBrush,Mode=OneWay}" Width="20" Height="20" HorizontalAlignment="Left" Margin="10 0 0 0">
+                        <Border.ToolTip>
+                            <TextBlock>
+                                <Run FontWeight="SemiBold">Best Match</Run>
+                                <LineBreak/>
+                                <Run Text="{Binding BestMatchR}"></Run>,
+                                <Run Text="{Binding BestMatchG}"></Run>,
+                                <Run Text="{Binding BestMatchB}"></Run>
+                            </TextBlock>
+                        </Border.ToolTip>
+                    </Border>
+                    <material:PackIcon Margin="-5 0 0 -10" Background="Transparent" ToolTip="Approved" Kind="CheckBold" Foreground="{StaticResource FSE_SuccessBrush}" VerticalAlignment="Center" Visibility="{Binding IsFineTuningSelected,Converter={StaticResource BooleanToVisibilityConverter}}"  />
+                </StackPanel>
+
+                <StackPanel Margin="45 0 0 0" HorizontalAlignment="Left" VerticalAlignment="Center" Background="Transparent" Visibility="{Binding IsFineTuning,Converter={StaticResource BooleanToVisibilityConverter}}">
+                    <StackPanel.ToolTip>
                         <TextBlock>
-                            <Run FontWeight="SemiBold">Best Match</Run>
-                            <LineBreak/>
-                            <Run Text="{Binding BestMatchR}"></Run>,
-                            <Run Text="{Binding BestMatchG}"></Run>,
-                            <Run Text="{Binding BestMatchB}"></Run>
+                                <Run>Measured: </Run><Run/> <Run Text="{Binding FineTuningMeasured,Mode=OneWay}"></Run>
+                                <LineBreak/>
+                                <Run>Suggested: </Run><Run/> <Run Text="{Binding FineTuningSuggested,Mode=OneWay}"></Run>
                         </TextBlock>
-                    </Border.ToolTip>
-                </Border>
+                    </StackPanel.ToolTip>
+                    <TextBlock FontSize="{StaticResource FSE_SmallerFontSize}" Foreground="{StaticResource FSE_GrayBrush}">
+                            <Run>Measured:</Run>
+                            <Run Text="{Binding FineTuningModel.FineTuningMeasuredL,StringFormat=0.00}"></Run>,
+                            <Run Text="{Binding FineTuningModel.FineTuningMeasuredA,StringFormat=0.00}"></Run>,
+                            <Run Text="{Binding FineTuningModel.FineTuningMeasuredB,StringFormat=0.00}"></Run>
+                    </TextBlock>
+                </StackPanel>
             </Grid>
         </DataTemplate>
 
@@ -51,9 +72,11 @@
             <Setter Property="BorderThickness" Value="0 0 0 1"></Setter>
             <Setter Property="Margin" Value="0 0 0 -1"></Setter>
             <Setter Property="Padding" Value="0"></Setter>
+            <Setter Property="FocusVisualStyle" Value="{x:Null}"></Setter>
             <Style.Triggers>
                 <Trigger Property="IsSelected" Value="True">
                     <Setter Property="Background" Value="{StaticResource FSE_PrimaryBackgroundLightBrush}"></Setter>
+                    <Setter Property="BorderThickness" Value="0"></Setter>
                 </Trigger>
             </Style.Triggers>
         </Style>
@@ -75,29 +98,39 @@
                                                     <Border Background="{StaticResource FSE_PrimaryBackgroundLightBrush}" MinHeight="60" BorderBrush="{StaticResource FSE_BorderBrush}" BorderThickness="1">
                                                         <Grid>
                                                             <StackPanel Margin="10 0 0 0" Orientation="Horizontal">
-                                                                <material:PackIcon Background="Transparent" Width="24" Height="24" VerticalAlignment="Center" DataContext="{Binding Items[0].Items[0].JobRun}">
+                                                                <material:PackIcon Background="Transparent" Width="24" Height="24" VerticalAlignment="Center" DataContext="{Binding Items[0].Items[0]}">
                                                                     <material:PackIcon.Style>
                                                                         <Style TargetType="material:PackIcon">
                                                                             <Setter Property="Kind" Value="CheckBold"></Setter>
                                                                             <Setter Property="Foreground" Value="{StaticResource FSE_SuccessBrush}"></Setter>
                                                                             <Setter Property="ToolTip" Value="Completed"></Setter>
                                                                             <Style.Triggers>
-                                                                                <DataTrigger Binding="{Binding Status}" Value="1">
+                                                                                <DataTrigger Binding="{Binding JobRun.Status}" Value="1">
                                                                                     <Setter Property="Kind" Value="Alert"></Setter>
                                                                                     <Setter Property="Foreground" Value="{StaticResource FSE_WarningBrush}"></Setter>
                                                                                     <Setter Property="ToolTip" Value="Aborted By User"></Setter>
                                                                                 </DataTrigger>
-                                                                                <DataTrigger Binding="{Binding Status}" Value="2">
+                                                                                <DataTrigger Binding="{Binding JobRun.Status}" Value="2">
                                                                                     <Setter Property="Kind" Value="Alert"></Setter>
                                                                                     <Setter Property="Foreground" Value="{StaticResource FSE_ErrorBrush}"></Setter>
                                                                                     <Setter Property="ToolTip" Value="Failed"></Setter>
                                                                                 </DataTrigger>
+                                                                                <DataTrigger Binding="{Binding JobRun.JobDesignation}" Value="2">
+                                                                                    <Setter Property="Kind" Value="Tune"></Setter>
+                                                                                    <Setter Property="Foreground" Value="{StaticResource FSE_WarningBrush}"></Setter>
+                                                                                    <Setter Property="ToolTip" Value="Vector Fine Tuning Session"></Setter>
+                                                                                </DataTrigger>
+                                                                                <DataTrigger Binding="{Binding IsFineTuningApproved}" Value="True">
+                                                                                    <Setter Property="Kind" Value="Tune"></Setter>
+                                                                                    <Setter Property="Foreground" Value="{StaticResource FSE_SuccessBrush}"></Setter>
+                                                                                    <Setter Property="ToolTip" Value="Vector Fine Tuning Session - Approved"></Setter>
+                                                                                </DataTrigger>
                                                                             </Style.Triggers>
                                                                         </Style>
                                                                     </material:PackIcon.Style>
                                                                 </material:PackIcon>
-                                                                <TextBlock Margin="10 0 0 0" Width="140" TextWrapping="Wrap" FontWeight="Bold" VerticalAlignment="Center" FontSize="14" Text="{Binding Items[0].Items[0].JobRun.JobName}" />
-                                                                <TextBlock Margin="20 0 0 0" Text="{Binding Items[0].Items[0].ThreadName}" VerticalAlignment="Center" Width="100" TextWrapping="Wrap"></TextBlock>
+                                                                <TextBlock Margin="10 0 0 0" Width="140" TextWrapping="NoWrap" TextTrimming="CharacterEllipsis" FontWeight="Bold" VerticalAlignment="Center" FontSize="14" Text="{Binding Items[0].Items[0].JobRun.JobName}" />
+                                                                <TextBlock Margin="55 0 0 0" Text="{Binding Items[0].Items[0].ThreadName}" VerticalAlignment="Center" Width="100" TextWrapping="Wrap"></TextBlock>
                                                                 <TextBlock Margin="20 0 0 0" Text="{Binding Items[0].Items[0].LogicalLength,Mode=OneWay}" Background="Transparent" VerticalAlignment="Center" Width="80">
                                                                     <TextBlock.ToolTip>
                                                                         <TextBlock>
@@ -123,10 +156,14 @@
                                                                         <Run Text="{Binding JobRun.CeVersion,TargetNullValue='N/A'}"></Run>
                                                                     </TextBlock>
 
-                                                                    <Button Command="{Binding ShowExtendedInfoCommand}" CommandParameter="{Binding}" Background="Transparent" Style="{StaticResource FSE_FlatButton_ForegroundAccentHover}" Foreground="{StaticResource FSE_PrimaryAccentBrush}" FontSize="{StaticResource FSE_SmallerFontSize}" Height="Auto" Padding="0" Cursor="Hand" Margin="0 0 0 0">More info...</Button>
+                                                                    <Button Command="{Binding ShowExtendedInfoCommand}" CommandParameter="{Binding}" Background="Transparent" Style="{StaticResource FSE_FlatButton_ForegroundAccentHover}" Foreground="{StaticResource FSE_PrimaryAccentBrush}" FontSize="{StaticResource FSE_SmallerFontSize}" Height="Auto" Padding="0" Cursor="Hand" Margin="0 0 0 0" Visibility="{Binding IsFineTuning,Converter={StaticResource BooleanToVisibilityInverseConverter}}">More info...</Button>
                                                                 </StackPanel>
                                                             </Grid>
 
+                                                            <Grid DataContext="{Binding Items[0].Items[0]}" HorizontalAlignment="Left" VerticalAlignment="Bottom" Margin="45 0 0 5" Visibility="{Binding IsFineTuning,Converter={StaticResource BooleanToVisibilityConverter}}">
+                                                                <TextBlock Foreground="{StaticResource FSE_GrayBrush}" FontSize="{StaticResource FSE_SmallerFontSize}" FontStyle="Italic" Text="Vector Fine Tuning"></TextBlock>
+                                                            </Grid>
+
                                                             <controls:IconButton DataContext="{Binding Items[0].Items[0]}" Command="{Binding ShowFailedMessageCommand}" CommandParameter="{Binding}" Width="32" Height="32" ToolTip="Show failure reason" Cursor="Hand" HorizontalAlignment="Right" VerticalAlignment="Center" Icon="MessageAlert" Foreground="{StaticResource FSE_ErrorBrush}" Margin="0 0 10 0">
                                                                 <controls:IconButton.Style>
                                                                     <Style TargetType="controls:IconButton" BasedOn="{StaticResource {x:Type controls:IconButton}}">
@@ -153,15 +190,29 @@
                             <GroupStyle.HeaderTemplate>
                                 <DataTemplate>
                                     <StackPanel>
-                                        <Border Margin="20 0 0 0" Background="#383838" Padding="0 5" BorderBrush="{StaticResource FSE_PrimaryBackgroundMidBrush}" BorderThickness="0 0 0 1">
-                                            <StackPanel Orientation="Horizontal">
-                                                <TextBlock Margin="10 0 0 0" FontWeight="Bold" VerticalAlignment="Center" Foreground="{StaticResource FSE_GrayBrush}">
+                                        <Border Margin="20 0 0 0" Background="#383838" Padding="0 5" BorderBrush="{StaticResource FSE_PrimaryBackgroundMidBrush}" BorderThickness="0 0 0 1" Height="28">
+                                            <Grid>
+                                                <StackPanel DataContext="{Binding Items[0]}" Orientation="Horizontal" Visibility="{Binding IsFineTuning,Converter={StaticResource BooleanToVisibilityInverseConverter}}">
+                                                    <TextBlock Margin="10 0 0 0" FontWeight="Bold" VerticalAlignment="Center" Foreground="{StaticResource FSE_GrayBrush}">
                                                 <Run>Segment</Run>
-                                                <Run Text="{Binding Name,Mode=OneWay}"></Run>
-                                                </TextBlock>
+                                                <Run Text="{Binding SegmentIndex,Mode=OneWay}"></Run>
+                                                    </TextBlock>
 
-                                                <TextBlock Margin="233 0 0 0" Text="{Binding Items[0].Segment.Length,StringFormat=N1}" VerticalAlignment="Center" Width="80" Foreground="{StaticResource FSE_GrayBrush}" FontSize="12"></TextBlock>
-                                            </StackPanel>
+                                                    <TextBlock Margin="233 0 0 0" Text="{Binding Segment.Length,StringFormat=N1}" VerticalAlignment="Center" Width="80" Foreground="{StaticResource FSE_GrayBrush}" FontSize="12"></TextBlock>
+                                                </StackPanel>
+
+                                                <StackPanel Orientation="Horizontal" Visibility="{Binding Items[0].IsFineTuning,Converter={StaticResource BooleanToVisibilityConverter}}">
+                                                    <TextBlock Margin="10 0 0 0" FontWeight="Bold" VerticalAlignment="Center" Foreground="{StaticResource FSE_GrayBrush}">
+                                                        <Run Text="{Binding Items.Count,Mode=OneWay}"></Run>
+                                                        <Run>Trials</Run>
+                                                    </TextBlock>
+
+                                                    <TextBlock Margin="20 0 0 0" FontWeight="Bold" VerticalAlignment="Center" Foreground="{StaticResource FSE_GrayBrush}">
+                                                        <Run>Target: </Run>
+                                                        <Run Text="{Binding Items[0].FineTuningTarget,Mode=OneWay}"></Run>
+                                                    </TextBlock>
+                                                </StackPanel>
+                                            </Grid>
                                         </Border>
                                     </StackPanel>
                                 </DataTemplate>
@@ -184,13 +235,13 @@
                         </Style>
                     </DataGrid.RowStyle>
                     <DataGrid.Columns>
-                        <DataGridTemplateColumn Header="         NAME" Width="190" CellStyle="{StaticResource EmptyColumnStyle}" CellTemplate="{StaticResource EmptyColumnTemplate}" />
+                        <DataGridTemplateColumn Header="         NAME" Width="225" CellStyle="{StaticResource EmptyColumnStyle}" CellTemplate="{StaticResource EmptyColumnTemplate}" />
                         <DataGridTextColumn Header="THREAD" Width="120" CellStyle="{StaticResource EmptyColumnStyle2}" />
                         <DataGridTextColumn Header="LENGTH" Width="80" CellStyle="{StaticResource EmptyColumnStyle2}" />
                         <DataGridTextColumn Header="START TIME" Width="120" CellStyle="{StaticResource EmptyColumnStyle2}" />
                         <DataGridTextColumn Header="DURATION" Width="100" CellStyle="{StaticResource EmptyColumnStyle2}" />
-                        <DataGridTextColumn Header="END POSITION" Width="120" CellStyle="{StaticResource EmptyColumnStyle2}" />
-                        <DataGridTextColumn Header="OFFSET" Width="90" Binding="{Binding StartMeters}" />
+                        <DataGridTextColumn Header="END POINT" Width="100" CellStyle="{StaticResource EmptyColumnStyle2}" />
+                        <DataGridTextColumn Header="OFFSET" Width="75" Binding="{Binding StartMeters}" />
                         <DataGridTextColumn Header="COLOR SPACE" Width="120" Binding="{Binding ColorSpace}" />
                         <DataGridTextColumn Header="INPUT" Width="150" Binding="{Binding Input}" />
                         <DataGridTemplateColumn Header="OUTPUT" Width="*">
@@ -218,6 +269,8 @@
                                                 </TextBlock>
                                             </Grid>
                                         </StackPanel>
+
+                                        <Button Command="{Binding ShowExtendedInfoCommand}" CommandParameter="{Binding}" Background="Transparent" Style="{StaticResource FSE_FlatButton_ForegroundAccentHover}" Foreground="{StaticResource FSE_PrimaryAccentBrush}" FontSize="{StaticResource FSE_SmallerFontSize}" Height="Auto" Padding="0" Cursor="Hand" Margin="0 0 0 0" Visibility="{Binding IsFineTuning,Converter={StaticResource BooleanToVisibilityConverter}}" HorizontalAlignment="Right">More info...</Button>
                                     </Grid>
                                 </DataTemplate>
                             </DataGridTemplateColumn.CellTemplate>
@@ -266,6 +319,11 @@
                                     <material:PackIcon Kind="FileCsv" />
                                 </MenuItem.Icon>
                             </MenuItem>
+                            <MenuItem Header="Clear Data" Command="{Binding ClearCommand}">
+                                <MenuItem.Icon>
+                                    <material:PackIcon Kind="Recycle" />
+                                </MenuItem.Icon>
+                            </MenuItem>
                         </MenuItem>
                         <MenuItem Header="Tools">
                             <MenuItem Header="Streaming" Command="{Binding OpenStreamingSettingsCommand}">
@@ -279,8 +337,8 @@
                     <DockPanel>
                         <Button DockPanel.Dock="Bottom" Command="{Binding GetStatisticsCommand}" HorizontalAlignment="Center" Width="250" Style="{StaticResource FSE_Button_Polygon}" Height="40" FontSize="14" Margin="0 20 0 30" IsEnabled="{Binding MachineProvider.IsPPCAvailable}">Get Statistics</Button>
 
-                        <ScrollViewer IsEnabled="{Binding IsFiltersAvailable}" Margin="0 30 0 0" HorizontalScrollBarVisibility="Disabled" VerticalScrollBarVisibility="Auto">
-                            <Border Padding="20">
+                        <ScrollViewer IsEnabled="{Binding IsFiltersAvailable}" Margin="0 10 0 0" HorizontalScrollBarVisibility="Disabled" VerticalScrollBarVisibility="Auto">
+                            <Border Padding="20 0 20 20">
                                 <StackPanel VerticalAlignment="Top">
                                     <StackPanel>
                                         <GroupBox Padding="5 0 0 0" Style="{StaticResource FSE_Game_GroupBox}" Background="{StaticResource FSE_PrimaryBackgroundDarkBrush}">
@@ -311,6 +369,13 @@
                                             <controls:SelectionComboBox Background="{StaticResource FSE_PrimaryBackgroundDarkBrush}" Margin="-5 0 0 0" Width="Auto" ItemsSource="{Binding JobRunSelectedStatuses}" FontSize="{StaticResource FSE_SmallFontSize}"  />
                                         </GroupBox>
 
+                                        <GroupBox Margin="0 30 0 0" Padding="5 0 0 0" Style="{StaticResource FSE_Game_GroupBox}" Height="49" Background="{StaticResource FSE_PrimaryBackgroundDarkBrush}">
+                                            <GroupBox.Header>
+                                                <TextBox FontSize="{StaticResource FSE_SmallerFontSize}">Kind</TextBox>
+                                            </GroupBox.Header>
+                                            <controls:SelectionComboBox Background="{StaticResource FSE_PrimaryBackgroundDarkBrush}" Margin="-5 0 0 0" Width="Auto" ItemsSource="{Binding JobRunSelectedDesignations}" FontSize="{StaticResource FSE_SmallFontSize}"  />
+                                        </GroupBox>
+
                                         <GroupBox Margin="0 30 0 0" Padding="5 0 0 0" Style="{StaticResource FSE_Game_GroupBox}" Height="55" Background="{StaticResource FSE_PrimaryBackgroundDarkBrush}">
                                             <GroupBox.Header>
                                                 <TextBox FontSize="{StaticResource FSE_SmallerFontSize}">Job</TextBox>
diff --git a/Software/Visual_Studio/FSE/Tango.FSE.Common/Controls/SelectionComboBox.xaml b/Software/Visual_Studio/FSE/Tango.FSE.Common/Controls/SelectionComboBox.xaml
index 551693f2f..08a94663d 100644
--- a/Software/Visual_Studio/FSE/Tango.FSE.Common/Controls/SelectionComboBox.xaml
+++ b/Software/Visual_Studio/FSE/Tango.FSE.Common/Controls/SelectionComboBox.xaml
@@ -58,7 +58,7 @@
                                         </DockPanel>
                                         <DockPanel Margin="2 0 0 5" DockPanel.Dock="Top">
                                             <CheckBox IsChecked="{Binding RelativeSource={RelativeSource AncestorType=local:SelectionComboBox},Path=AllSelected}" />
-                                            <TextBlock VerticalAlignment="Center" Margin="5 0 0 0" Text="All"></TextBlock>
+                                            <TextBlock VerticalAlignment="Center" Margin="7 0 0 0" Text="All"></TextBlock>
                                         </DockPanel>
                                         <ListBox Style="{StaticResource FSE_BlankListBox}" Padding="0" Margin="0" BorderThickness="0" HorizontalAlignment="Stretch" ItemsSource="{Binding RelativeSource={RelativeSource AncestorType=local:SelectionComboBox},Path=ItemsSource}" MaxHeight="200" DisplayMemberPath="Data" HorizontalContentAlignment="Stretch">
                                             <ListBox.ItemTemplate>
diff --git a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Dialogs/VectorFineTuningDialogVM.cs b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Dialogs/VectorFineTuningDialogVM.cs
index 596eb9316..752ae08b2 100644
--- a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Dialogs/VectorFineTuningDialogVM.cs
+++ b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Dialogs/VectorFineTuningDialogVM.cs
@@ -1,6 +1,8 @@
-using System;
+using Newtonsoft.Json;
+using System;
 using System.Collections.Generic;
 using System.Collections.ObjectModel;
+using System.Data.Entity;
 using System.IO;
 using System.Linq;
 using System.Text;
@@ -12,6 +14,7 @@ using Tango.BL;
 using Tango.BL.Builders;
 using Tango.BL.Entities;
 using Tango.BL.Enumerations;
+using Tango.BL.FineTuning;
 using Tango.Core;
 using Tango.Core.Commands;
 using Tango.Core.DI;
@@ -38,6 +41,7 @@ namespace Tango.PPC.Jobs.Dialogs
     public class VectorFineTuningDialogVM : DialogViewVM
     {
         private JobHandler _handler;
+        private String _sessionID;
 
         #region Properties
 
@@ -68,7 +72,7 @@ namespace Tango.PPC.Jobs.Dialogs
         /// </summary>
         [TangoInject]
         public IPrintingManager PrintingManager { get; set; }
-        
+
         [TangoInject]
         public INavigationManager NavigationManager { get; set; }
 
@@ -236,7 +240,7 @@ namespace Tango.PPC.Jobs.Dialogs
                 }
             }
         }
-        
+
         protected Double _cyan;
 
         /// <summary>
@@ -371,11 +375,11 @@ namespace Tango.PPC.Jobs.Dialogs
             get { return _selectedLog; }
             set
             {
-                
-                    _selectedLog = value;
-                    RaisePropertyChangedAuto();
-                    OKCommand.RaiseCanExecuteChanged();
-                
+
+                _selectedLog = value;
+                RaisePropertyChangedAuto();
+                OKCommand.RaiseCanExecuteChanged();
+
             }
         }
 
@@ -394,14 +398,16 @@ namespace Tango.PPC.Jobs.Dialogs
         public bool IsJobRunning
         {
             get { return _isJobRunning; }
-            set { _isJobRunning = value;
+            set
+            {
+                _isJobRunning = value;
                 RaisePropertyChangedAuto();
-                    Application.Current.Dispatcher.Invoke(() =>
-                    {
-                        OKCommand.RaiseCanExecuteChanged();
-                        RaisePropertyChanged(nameof(IsDisableInputLAB));
-                    });
-                 }
+                Application.Current.Dispatcher.Invoke(() =>
+                {
+                    OKCommand.RaiseCanExecuteChanged();
+                    RaisePropertyChanged(nameof(IsDisableInputLAB));
+                });
+            }
         }
 
         private bool _isJobFailed;
@@ -455,7 +461,7 @@ namespace Tango.PPC.Jobs.Dialogs
             TestCommand = new RelayCommand(StartJob, CanStartJob);
             StopCommand = new RelayCommand(StopTest);
             DeleteTrialCommand = new RelayCommand(DeleteTrialLog);
-            PressedCommand = new RelayCommand((x)=>{ });;
+            PressedCommand = new RelayCommand((x) => { }); ;
 
             IsExpanderOpened = true;
 
@@ -464,16 +470,19 @@ namespace Tango.PPC.Jobs.Dialogs
 
         public void Init(BrushStopModel brushstop, double l, double a, double b, System.Windows.Media.Color targetColor)
         {
+            _sessionID = brushstop.Guid + $"{l}{a}{b}";
+
             MachineProvider.MachineOperator.PrintingStarted += MachineOperator_PrintingStarted;
             MachineProvider.MachineOperator.PrintingEnded += MachineOperator_PrintingEnded;
             MachineProvider.MachineOperator.PrintingCompleted += MachineOperator_PrintingCompleted;
+            MachineProvider.MachineOperator.JobRunsLogger.JobRunAvailable += JobRunsLogger_JobRunAvailable;
 
             BrushStopModel = brushstop.Clone();
             BrushStopModel.Guid = brushstop.Guid;
             TargetL = l;
             TargetB = b;
             TargetA = a;
-            
+
             TargetColor = targetColor;
 
             BrushStopModel.ConvertColorToVolume();
@@ -497,18 +506,18 @@ namespace Tango.PPC.Jobs.Dialogs
                 TrialsLogitems = new SynchronizedObservableCollection<TrialsLogModel>();
                 TrialsLogitems.Add(ActiveLogModel);
                 //TEST
-                    //for(int i = 1; i < 10; i++)
-                    //{
-                    //    var model = new TrialsLogModel(i , Cyan, Magenta, Yellow, Black);
-                    //    TrialsLogitems.Insert(0, model);
-                    //}
-              
+                //for(int i = 1; i < 10; i++)
+                //{
+                //    var model = new TrialsLogModel(i , Cyan, Magenta, Yellow, Black);
+                //    TrialsLogitems.Insert(0, model);
+                //}
+
             }
             else
             {
-                TrialsLogitems = new SynchronizedObservableCollection<TrialsLogModel>(TestColor.TrialslogList.OrderByDescending(x=>x.TrialNumber));
-                
-                int maxTrialsNumber = TrialsLogitems.Max( x=>x.TrialNumber);
+                TrialsLogitems = new SynchronizedObservableCollection<TrialsLogModel>(TestColor.TrialslogList.OrderByDescending(x => x.TrialNumber));
+
+                int maxTrialsNumber = TrialsLogitems.Max(x => x.TrialNumber);
                 ActiveLogModel = TrialsLogitems.FirstOrDefault(x => x.TrialNumber == maxTrialsNumber);
                 if (ActiveLogModel == null)
                 {
@@ -520,7 +529,7 @@ namespace Tango.PPC.Jobs.Dialogs
                 }
                 if (ActiveLogModel.IsTested == false)
                 {
-                    if(ActiveLogModel.L != null)
+                    if (ActiveLogModel.L != null)
                     {
                         MeasuredL = ActiveLogModel.L;
                     }
@@ -537,13 +546,13 @@ namespace Tango.PPC.Jobs.Dialogs
 
                 ActiveLogModel.IsActiveTrial = true;
                 ActiveLogModel.IsSelectionEnable = true;
-                
+
                 var minValue = TrialsLogitems.Min(x => x.DeltaE);
-                if(minValue != null && minValue < 2)
+                if (minValue != null && minValue < 2)
                 {
-                    TrialsLogitems.Where(x=>x.DeltaE == minValue).ToList().ForEach(i => i.IsBest = true);
+                    TrialsLogitems.Where(x => x.DeltaE == minValue).ToList().ForEach(i => i.IsBest = true);
                 }
-                
+
                 OKCommand.RaiseCanExecuteChanged();
                 TestCommand.RaiseCanExecuteChanged();
 
@@ -580,8 +589,8 @@ namespace Tango.PPC.Jobs.Dialogs
             //        Filter = ExplorerFileDefinition.PDFFile.Extension,
             //        Title = "Save Color Correction Report",
             //    });
-            
-         //   if (result != null)
+
+            //   if (result != null)
             {
                 DateTime reportDateTime = DateTime.UtcNow.ToLocalTime();
                 ColorCorrectionRepotVM vm = new ColorCorrectionRepotVM()
@@ -606,13 +615,13 @@ namespace Tango.PPC.Jobs.Dialogs
                     PdfWpfWriter writer = new PdfWpfWriter();
                     writer.AddElement(new ColorCorrectionReport() { DataContext = vm });
                     string path = StorageProvider.Drive.Name + "\\Color Correction Report_" + reportDateTime.ToString(@"MM_dd_y_HH_mm") + ExplorerFileDefinition.PDFFile.Extension;
-                    if(File.Exists(path))
+                    if (File.Exists(path))
                     {
                         path = StorageProvider.Drive.Name + "\\Color Correction Report_" + reportDateTime.ToString(@"MM_dd_y_HH_mm") + "_1" + ExplorerFileDefinition.PDFFile.Extension;
                     }
                     writer.Save(path);
                     await NotificationProvider.ShowSuccess("Color Correction Report saved successfully.");
-                    LogManager.Log( $"Color Correction Report saved successfully to file {path}.");
+                    LogManager.Log($"Color Correction Report saved successfully to file {path}.");
                 }
                 catch (Exception ex)
                 {
@@ -630,7 +639,7 @@ namespace Tango.PPC.Jobs.Dialogs
                 {
                     return;
                 }
-                ActiveLogModel = TrialsLogitems.FirstOrDefault(x=> x.TrialNumber == 0);
+                ActiveLogModel = TrialsLogitems.FirstOrDefault(x => x.TrialNumber == 0);
                 ActiveLogModel.L = ActiveLogModel.A = ActiveLogModel.B = null;
                 ActiveLogModel.NewSuggestionL = ActiveLogModel.NewSuggestionA = ActiveLogModel.NewSuggestionB = 0;
                 ActiveLogModel.DeltaE = null;
@@ -650,22 +659,22 @@ namespace Tango.PPC.Jobs.Dialogs
 
         private void DeleteTrialLog(object obj)
         {
-            if (SelectedLog != null )
+            if (SelectedLog != null)
             {
-                if (SelectedLog.TrialNumber != 0 )
+                if (SelectedLog.TrialNumber != 0)
                 {
                     bool isLastItem = (TrialsLogitems.Count - 1) == SelectedLog.TrialNumber;
                     TrialsLogitems.Remove(SelectedLog);
-                    
+
                     int trialNumber = 0;
-                    foreach ( var trial in TrialsLogitems.OrderBy(x=>x.TrialNumber))
+                    foreach (var trial in TrialsLogitems.OrderBy(x => x.TrialNumber))
                     {
                         trial.TrialNumber = trialNumber;
                         trialNumber++;
                     }
-                    var max = TrialsLogitems.Max(x=>x.TrialNumber);
+                    var max = TrialsLogitems.Max(x => x.TrialNumber);
                     ActiveLogModel = TrialsLogitems.FirstOrDefault(x => x.TrialNumber == max);
-                    if(isLastItem)
+                    if (isLastItem)
                     {
                         ActiveLogModel.IsTested = false;
                         _measuredL = ActiveLogModel.L;
@@ -682,7 +691,7 @@ namespace Tango.PPC.Jobs.Dialogs
                         TestColor.TrialslogList.AddRange(TrialsLogitems);
                         TrialsLogEngine.Default.UpdateTest(TestColor);
                     }
-                    
+
                     RaisePropertyChanged(nameof(IsDisableInputLAB));
                     SelectedLog = null;
                     var minDelataE = TrialsLogitems.Min(x => x.DeltaE);
@@ -690,7 +699,7 @@ namespace Tango.PPC.Jobs.Dialogs
                         TrialsLogitems.ToList().ForEach(x => x.IsBest = (x.DeltaE == minDelataE));
                     RaisePropertyChanged(nameof(TrialNumber));
                 }
-                else if( TrialsLogitems.Count == 1)
+                else if (TrialsLogitems.Count == 1)
                 {
                     ActiveLogModel.L = ActiveLogModel.A = ActiveLogModel.B = null;
                     ActiveLogModel.NewSuggestionL = ActiveLogModel.NewSuggestionA = ActiveLogModel.NewSuggestionB = 0;
@@ -715,44 +724,66 @@ namespace Tango.PPC.Jobs.Dialogs
 
         protected override async void Accept()
         {
-            if(IsBusy)
+            if (IsBusy)
                 return;
             IsBusy = true;
             OnClose();
-            
-            if(SelectedLog.TrialNumber == 0 )
+
+            if (SelectedLog.TrialNumber == 0)
             {
                 IsBusy = false;
                 base.Accept();
                 return;
             }
-            var prevtrial = TrialsLogitems.FirstOrDefault( x=> x.TrialNumber == (SelectedLog.TrialNumber -1));
-            if(prevtrial != null && prevtrial.DeltaE >=2)
+            var prevtrial = TrialsLogitems.FirstOrDefault(x => x.TrialNumber == (SelectedLog.TrialNumber - 1));
+            if (prevtrial != null && prevtrial.DeltaE >= 2)
             {
-                if( false == await NotificationProvider.ShowQuestion("Please note that the color you have chosen is not the closest one."))
+                if (false == await NotificationProvider.ShowQuestion("Please note that the color you have chosen is not the closest one."))
                 {
                     IsBusy = false;
                     return;
                 }
             }
-           
+
             BrushStopModel.PreventPropertyUpdate = true;
             BrushStopModel.Cyan = SelectedLog.C;
             BrushStopModel.Magenta = SelectedLog.M;
             BrushStopModel.Yellow = SelectedLog.Y;
             BrushStopModel.PreventPropertyUpdate = false;
             BrushStopModel.Black = SelectedLog.K;
-                
+
             BrushStopModel.PreventPropertyUpdate = true;
             BrushStopModel.L = SelectedLog.SuggestionL;
             BrushStopModel.A = SelectedLog.SuggestionA;
             BrushStopModel.B = SelectedLog.SuggestionB;
             BrushStopModel.PreventPropertyUpdate = false;
-            
+
+
+
             if (TestColor != null)
             {
                 TrialsLogEngine.Default.Delete(TestColor);
             }
+
+            try
+            {
+                using (ObservablesContext db = ObservablesContext.CreateDefault())
+                {
+                    var selectedRun = await db.JobRuns.FirstOrDefaultAsync(x => x.Guid == SelectedLog.JobRunGuid);
+                    if (selectedRun != null)
+                    {
+                        VectorFineTuningRunModel model = JsonConvert.DeserializeObject<VectorFineTuningRunModel>(selectedRun.FineTuningString);
+                        model.Approved = true;
+                        selectedRun.FineTuningString = JsonConvert.SerializeObject(model);
+                        await db.SaveChangesAsync();
+                    }
+                }
+            }
+            catch (Exception ex)
+            {
+                LogManager.Log(ex, "Error updating the selected job run fine tuning db entry.");
+            }
+
             IsBusy = false;
             base.Accept();
         }
@@ -761,7 +792,7 @@ namespace Tango.PPC.Jobs.Dialogs
         {
             OnClose();
 
-            if (TestColor != null )
+            if (TestColor != null)
             {
                 if (TrialsLogitems.Count > 0)
                 {
@@ -776,7 +807,7 @@ namespace Tango.PPC.Jobs.Dialogs
                 //else
                 //    TrialsLogEngine.Default.Delete(TestColor);
             }
-            else if(TrialsLogitems.Count > 0)
+            else if (TrialsLogitems.Count > 0)
             {
                 TestColor = new TestColor();
                 TestColor.BrushStopGuid = BrushStopModel.Guid;
@@ -794,6 +825,7 @@ namespace Tango.PPC.Jobs.Dialogs
             MachineProvider.MachineOperator.PrintingStarted -= MachineOperator_PrintingStarted;
             MachineProvider.MachineOperator.PrintingEnded -= MachineOperator_PrintingEnded;
             MachineProvider.MachineOperator.PrintingCompleted -= MachineOperator_PrintingCompleted;
+            MachineProvider.MachineOperator.JobRunsLogger.JobRunAvailable -= JobRunsLogger_JobRunAvailable;
         }
 
         private bool IsValidLAB()
@@ -805,7 +837,7 @@ namespace Tango.PPC.Jobs.Dialogs
             return true;
         }
 
-        private  void OnLABChanged()
+        private void OnLABChanged()
         {
             if (ActiveLogModel == null)
                 return;
@@ -822,7 +854,7 @@ namespace Tango.PPC.Jobs.Dialogs
                 //{
                 //    await NotificationProvider.ShowInfo("Color is out of gamut!");
                 //}
-               
+
                 var deltaE = DeltaE_CMC(TargetL, TargetA, TargetB, (double)MeasuredL, (double)MeasuredA, (double)MeasuredB);
                 ActiveLogModel.DeltaE = deltaE;
                 ValidationTests();
@@ -838,22 +870,24 @@ namespace Tango.PPC.Jobs.Dialogs
         {
             if (ActiveLogModel.DeltaE <= 0.5)
             {
-                if(true == await NotificationProvider.ShowQuestion("Previous trial seems to be very close; no more trials are recommended"))
+                if (true == await NotificationProvider.ShowQuestion("Previous trial seems to be very close; no more trials are recommended"))
                     return;
             }
             BrushStopModel.PreventPropertyUpdate = true;
-           
-            CalculateSuggestionLAB( ActiveLogModel);
-           
+
+            CalculateSuggestionLAB(ActiveLogModel);
+
             BrushStopModel.PreventPropertyUpdate = true;
             BrushStopModel.L = ActiveLogModel.NewSuggestionL;
             BrushStopModel.A = ActiveLogModel.NewSuggestionA;
             BrushStopModel.B = ActiveLogModel.NewSuggestionB;
             BrushStopModel.PreventPropertyUpdate = false;
-            
+
+
+
             //calculate CMYK
             BrushStopModel.FineTuningConverter();
-            if(BrushStopModel.IsOutOfGamut)
+            if (BrushStopModel.IsOutOfGamut)
             {
                 ActiveLogModel.NewSuggestionL = BrushStopModel.L;
                 ActiveLogModel.NewSuggestionA = BrushStopModel.A;
@@ -866,20 +900,21 @@ namespace Tango.PPC.Jobs.Dialogs
             using (ObservablesContext db = ObservablesContext.CreateDefault())
             {
                 Job job = new Job();
+                job.Guid = BrushStopModel.SegmentModel.Job.Guid;
+                job.ID = BrushStopModel.SegmentModel.Job.ID;
                 job.EnableLubrication = true;
                 job.Designation = JobDesignations.FineTuning;
                 job.Machine = await new MachineBuilder(db).Set(MachineProvider.Machine.Guid).WithConfiguration().WithSpools().WithCats().WithVersion().BuildAsync();
                 var trialNumber = ActiveLogModel.TrialNumber + 1;
-                job.Name = $"Manual color test #{trialNumber}";
+                job.Name = BrushStopModel.SegmentModel.Job.Name;
                 job.Rml = await new RmlBuilder(db).Set(BrushStopModel.SegmentModel.Job.Rml.Guid).WithActiveParametersGroup().WithCAT(MachineProvider.Machine.Guid).WithCCT().WithGbdAndLub().WithLiquidFactors().WithSpools().BuildAsync();
                 job.SpoolType = db.SpoolTypes.FirstOrDefault(x => x.Guid == settings.SpoolTypeGuid);
                 job.WindingMethod = db.WindingMethods.FirstOrDefault();
 
-
-               
+                job.VectorFineTuningRunModel = CreateFineTuningRunModel();
 
                 Segment segment = new Segment();
-                segment.Name = "Standard Segment";
+                segment.Name = "VFT Segment";
                 segment.Length = settings.FineTuningTrialLengthMeters;
                 segment.Job = job;
                 segment.JobGuid = job.Guid;
@@ -891,6 +926,14 @@ namespace Tango.PPC.Jobs.Dialogs
                 stop.ColorSpace = db.ColorSpaces.FirstOrDefault(x => x.Code == (int)ColorSpaces.Volume);
                 stop.SetLiquidVolumes(job.Machine.Configuration, job.Rml, job.Rml.GetActiveProcessGroup().ProcessParametersTables.FirstOrDefault());
 
+                stop.BestMatchR = BrushStopModel.BestMatchRed;
+                stop.BestMatchG = BrushStopModel.BestMatchGreen;
+                stop.BestMatchB = BrushStopModel.BestMatchBlue;
+
+                stop.L = BrushStopModel.L;
+                stop.A = BrushStopModel.A;
+                stop.B = BrushStopModel.B;
+
                 stop.SetVolume(LiquidTypes.Cyan, BrushStopModel.Cyan);
                 stop.SetVolume(LiquidTypes.Magenta, BrushStopModel.Magenta);
                 stop.SetVolume(LiquidTypes.Yellow, BrushStopModel.Yellow);
@@ -932,7 +975,7 @@ namespace Tango.PPC.Jobs.Dialogs
                     IsJobFailed = false;
                     IsJobRunning = true;
                 });
-                
+
                 //e.JobHandler.CanCancelChanged += JobHandler_CanCancelChanged;
             }
         }
@@ -982,7 +1025,7 @@ namespace Tango.PPC.Jobs.Dialogs
 
         private void MachineOperator_PrintingEnded(object sender, PrintingEventArgs e)
         {
-            
+
         }
 
         private void MachineOperator_PrintingCompleted(object sender, PrintingEventArgs e)
@@ -1049,9 +1092,9 @@ namespace Tango.PPC.Jobs.Dialogs
                         ActiveLogModel.SuggestionA = suggestionA;
                         ActiveLogModel.SuggestionB = suggestionB;
                         TrialsLogitems.Insert(0, ActiveLogModel);
-                        var minDelataE = TrialsLogitems.Min(x=>x.DeltaE);
-                        if(minDelataE != null && minDelataE < 2)
-                            TrialsLogitems.ToList().ForEach( x=>  x.IsBest = (x.DeltaE == minDelataE));
+                        var minDelataE = TrialsLogitems.Min(x => x.DeltaE);
+                        if (minDelataE != null && minDelataE < 2)
+                            TrialsLogitems.ToList().ForEach(x => x.IsBest = (x.DeltaE == minDelataE));
 
                         RaisePropertyChanged(nameof(TrialsLogitems));
                         _measuredL = null;
@@ -1143,7 +1186,7 @@ namespace Tango.PPC.Jobs.Dialogs
             return Math.Sqrt(Math.Pow(L1 - L2, 2) + Math.Pow(a1 - a2, 2) + Math.Pow(b1 - b2, 2));
         }
 
-        private async  void ValidationTests()
+        private async void ValidationTests()
         {
             //if (ActiveLogModel.DeltaE <= 0.5)
             //{
@@ -1151,25 +1194,25 @@ namespace Tango.PPC.Jobs.Dialogs
             //    return ;
             //}
             if (TrialsLogitems.Count == 1 || ActiveLogModel.DeltaE == null)
-                return ;
+                return;
 
             int currentTrialNumber = ActiveLogModel.TrialNumber;
 
-            if(TrialsLogitems.Count >= 3)
+            if (TrialsLogitems.Count >= 3)
             {
-                var item = TrialsLogitems.FirstOrDefault( x=>x.TrialNumber == currentTrialNumber - 2);
+                var item = TrialsLogitems.FirstOrDefault(x => x.TrialNumber == currentTrialNumber - 2);
                 var item1 = TrialsLogitems.FirstOrDefault(x => x.TrialNumber == currentTrialNumber - 1);
                 var item2 = ActiveLogModel;
-                if(item1 != null && item2 != null && item != null)
+                if (item1 != null && item2 != null && item != null)
                 {//dEi+2- dEi+1>0.5 and dEi+1-dEi>0.5
-                     if (( item2.DeltaE - item1.DeltaE) > 0.5 && (item1.DeltaE - item.DeltaE) > 0.5)
+                    if ((item2.DeltaE - item1.DeltaE) > 0.5 && (item1.DeltaE - item.DeltaE) > 0.5)
                     {
                         await NotificationProvider.ShowInfo("It seems that we can’t get you any closer");
-                        return ;
+                        return;
                     }
                     //Math.Abs
                     //| dEi+1- dEi | and |dEi+2 -dEi+1|<=0.1. 
-                    if(Math.Abs((double)item1.DeltaE - (double)item.DeltaE)<= 0.1 && Math.Abs((double)item2.DeltaE - (double)item1.DeltaE) <= 0.1)
+                    if (Math.Abs((double)item1.DeltaE - (double)item.DeltaE) <= 0.1 && Math.Abs((double)item2.DeltaE - (double)item1.DeltaE) <= 0.1)
                     {
                         await NotificationProvider.ShowInfo("It seems that we can’t get you any closer");
                         return;
@@ -1180,7 +1223,7 @@ namespace Tango.PPC.Jobs.Dialogs
             {
                 var item = TrialsLogitems.FirstOrDefault(x => x.TrialNumber == currentTrialNumber - 1);
                 var item1 = ActiveLogModel;
-                if(item == null || item1 == null)
+                if (item == null || item1 == null)
                     return;
 
                 var deltaE_reg = DeltaE_regular(TargetL, TargetA, TargetB, (double)MeasuredL, (double)MeasuredA, (double)MeasuredB);
@@ -1190,7 +1233,7 @@ namespace Tango.PPC.Jobs.Dialogs
                     await NotificationProvider.ShowInfo("It seems that we can’t get you any closer");
                     return;
                 }
-                if(Math.Abs((double)item1.C - (double)item.C) < 0.1
+                if (Math.Abs((double)item1.C - (double)item.C) < 0.1
                     && Math.Abs((double)item1.M - (double)item.M) < 0.1
                     && Math.Abs((double)item1.Y - (double)item.Y) < 0.1
                     && Math.Abs((double)item1.K - (double)item.K) < 0.1)
@@ -1202,13 +1245,13 @@ namespace Tango.PPC.Jobs.Dialogs
             return;
         }
 
-        private bool CalculateSuggestionLAB( TrialsLogModel trial)
+        private bool CalculateSuggestionLAB(TrialsLogModel trial)
         {
-            if(MeasuredL != null && MeasuredA != null && MeasuredB != null)
+            if (MeasuredL != null && MeasuredA != null && MeasuredB != null)
             {
-                trial.NewSuggestionL = LimitToRange((trial.SuggestionL + (TargetL - (double)MeasuredL)),0, 100) ;
+                trial.NewSuggestionL = LimitToRange((trial.SuggestionL + (TargetL - (double)MeasuredL)), 0, 100);
                 trial.NewSuggestionA = LimitToRange((trial.SuggestionA + (TargetA - (double)MeasuredA)), -128, 127);
-                trial.NewSuggestionB = LimitToRange((trial.SuggestionB + (TargetB - (double)MeasuredB )), -128, 127);
+                trial.NewSuggestionB = LimitToRange((trial.SuggestionB + (TargetB - (double)MeasuredB)), -128, 127);
                 LogManager.Log($" Fine Tuning. Suggestion (calculated) LAB L:'{trial.NewSuggestionL}'A:'{trial.NewSuggestionA}' B:'{trial.NewSuggestionB}'.");
                 return true;
 
@@ -1231,5 +1274,38 @@ namespace Tango.PPC.Jobs.Dialogs
 
         #endregion
 
+        #region JobRun Extensions
+
+        private VectorFineTuningRunModel CreateFineTuningRunModel()
+        {
+            VectorFineTuningRunModel model = new VectorFineTuningRunModel();
+
+            model.FineTuningSessionID = _sessionID;
+            model.FineTuningTrialNumber = ActiveLogModel.TrialNumber + 1;
+            model.JobName = BrushStopModel.SegmentModel.Job.Name;
+
+            model.FineTuningTargetL = TargetL;
+            model.FineTuningTargetA = TargetA;
+            model.FineTuningTargetB = TargetB;
+
+            model.FineTuningSuggestionL = BrushStopModel.L;
+            model.FineTuningSuggestionA = BrushStopModel.A;
+            model.FineTuningSuggestionB = BrushStopModel.B;
+
+            model.FineTuningMeasuredL = MeasuredL;
+            model.FineTuningMeasuredA = MeasuredA;
+            model.FineTuningMeasuredB = MeasuredB;
+
+            return model;
+        }
+
+        private void JobRunsLogger_JobRunAvailable(object sender, Integration.JobRuns.JobRunAvailableEventArgs e)
+        {
+            ActiveLogModel.JobRunGuid = e.JobRun.Guid;
+        }
+
+
+        #endregion
+
     }
 }
diff --git a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/BrushStopModel.cs b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/BrushStopModel.cs
index f4a239c98..2a347df3d 100644
--- a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/BrushStopModel.cs
+++ b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/BrushStopModel.cs
@@ -17,6 +17,7 @@ using Tango.Core.ExtensionMethods;
 using Newtonsoft.Json;
 using Tango.Settings;
 using Tango.PPC.Common;
+using Tango.PMR.ColorLab;
 
 namespace Tango.PPC.Jobs.Models
 {
@@ -375,6 +376,10 @@ namespace Tango.PPC.Jobs.Models
             }
         }
 
+        public int BestMatchRed { get; set; }
+        public int BestMatchGreen { get; set; }
+        public int BestMatchBlue { get; set; }
+
         protected Double _offsetpercent;
 
         /// <summary>
@@ -1405,10 +1410,13 @@ namespace Tango.PPC.Jobs.Models
             
            ColorSpaces colorSpace = ColorSpaces.LAB;
             BrushStop stop = CreateBrushStop(colorSpace);
+
+            ConversionOutput output = null;
+
             try
             {
                 IsBusy = true;
-                var output = _converter.Convert(stop, SegmentModel.Job.Machine.Configuration, SegmentModel.Job.Rml, false, false, false);
+                output = _converter.Convert(stop, SegmentModel.Job.Machine.Configuration, SegmentModel.Job.Rml, false, false, false);
 
                 _cyan = (output.SingleCoordinates.OutputLiquids.SingleOrDefault(x => x.LiquidType == PMR.ColorLab.LiquidType.Cyan).Volume);
                 _yellow = (output.SingleCoordinates.OutputLiquids.SingleOrDefault(x => x.LiquidType == PMR.ColorLab.LiquidType.Yellow).Volume);
@@ -1424,7 +1432,11 @@ namespace Tango.PPC.Jobs.Models
                     _l = output.SingleCoordinates.L;
                     _a = output.SingleCoordinates.A;
                     _b = output.SingleCoordinates.B;
-                }            
+                }
+
+                BestMatchRed = output.SingleCoordinates.Red;
+                BestMatchGreen = output.SingleCoordinates.Green;
+                BestMatchBlue = output.SingleCoordinates.Blue;
             }
             catch (Exception ex)
             {
diff --git a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/JobModel.cs b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/JobModel.cs
index 2176b230a..d2ad7e96b 100644
--- a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/JobModel.cs
+++ b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/JobModel.cs
@@ -20,6 +20,10 @@ namespace Tango.PPC.Jobs.Models
 
         #region Properties
 
+        public String Guid { get; set; }
+
+        public int ID { get; set; }
+
         protected String _name;
         
         public String Name
diff --git a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/TrialsLogModel.cs b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/TrialsLogModel.cs
index a4913dbef..bae1df037 100644
--- a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/TrialsLogModel.cs
+++ b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/Models/TrialsLogModel.cs
@@ -12,6 +12,9 @@ namespace Tango.PPC.Jobs.Models
     {
         #region Properties
 
+        [BsonIgnore]
+        public String JobRunGuid { get; set; }
+
         private int _trialNumber;
 
         public int TrialNumber
diff --git a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/JobViewVM.cs b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/JobViewVM.cs
index 3e94a42c5..60db14e21 100644
--- a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/JobViewVM.cs
+++ b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/JobViewVM.cs
@@ -515,6 +515,8 @@ namespace Tango.PPC.Jobs.ViewModels
             var jobModel = new JobModel(ColorSpaces)
             {
                 Name = Job.Name,
+                Guid = Job.Guid,
+                ID = Job.ID,
                 CreationDate = Job.CreationDate,
                 LengthPercentageFactor = Job.LengthPercentageFactor,
                 NumberOfUnits = Job.NumberOfUnits,
diff --git a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/MainViewVM.cs b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/MainViewVM.cs
index 769a9a5c9..1ceb47ebd 100644
--- a/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/MainViewVM.cs
+++ b/Software/Visual_Studio/PPC/Modules/Tango.PPC.JobsV2/ViewModels/MainViewVM.cs
@@ -143,11 +143,11 @@ namespace Tango.PPC.Jobs.ViewModels
             }
             else if (e.Job.Designation == BL.Enumerations.JobDesignations.FineTuning)
             {
-                NotificationProvider.PushNotification(new MessageNotificationItem(String.Format("'{0}' fine tuning completed successfully", e.Job.Name), "Tap to approve or repeat.", MessageNotificationItem.MessageNotificationItemTypes.Success, () =>
-                {
-                    NavigationManager.NavigateWithObject<JobsV2Module, JobView, JobNavigationObject>(new JobNavigationObject() { Job = e.Job, Intent = JobNavigationIntent.FineTuning });
-                    NavigationManager.ClearHistoryExcept<JobsView>();
-                }));
+                //NotificationProvider.PushNotification(new MessageNotificationItem(String.Format("'{0}' fine tuning completed successfully", e.Job.Name), "Tap to approve or repeat.", MessageNotificationItem.MessageNotificationItemTypes.Success, () =>
+                //{
+                //    NavigationManager.NavigateWithObject<JobsV2Module, JobView, JobNavigationObject>(new JobNavigationObject() { Job = e.Job, Intent = JobNavigationIntent.FineTuning });
+                //    NavigationManager.ClearHistoryExcept<JobsView>();
+                //}));
             }
             else
             {
diff --git a/Software/Visual_Studio/PPC/Tango.PPC.Common/Statistics/DefaultStatisticsService.cs b/Software/Visual_Studio/PPC/Tango.PPC.Common/Statistics/DefaultStatisticsService.cs
index f699f4a7e..a275d95bb 100644
--- a/Software/Visual_Studio/PPC/Tango.PPC.Common/Statistics/DefaultStatisticsService.cs
+++ b/Software/Visual_Studio/PPC/Tango.PPC.Common/Statistics/DefaultStatisticsService.cs
@@ -117,6 +117,12 @@ namespace Tango.PPC.Common.Statistics
                     db_JobRuns = db_JobRuns.Where(x => jobRunStatusArr.Contains(x.Status));
                 }
 
+                int[] jobDesignationArr = filters.JobDesignation.Distinct().ToArray();
+                if (jobDesignationArr.Length > 0)
+                {
+                    db_JobRuns = db_JobRuns.Where(x => jobDesignationArr.Contains(x.JobDesignation));
+                }
+
                 if (!filters.IncludeHeadCleaning)
                 {
                     db_JobRuns = db_JobRuns.Where(x => !x.IsHeadCleaning);
@@ -205,7 +211,7 @@ namespace Tango.PPC.Common.Statistics
                                 break;
                             case ColorSpaces.LAB:
                                 pbs.L = stop.L;
-                                pbs.A = stop.B;
+                                pbs.A = stop.A;
                                 pbs.B = stop.B;
                                 break;
                             case ColorSpaces.Volume:
diff --git a/Software/Visual_Studio/PPC/Tango.PPC.Shared/Statistics/Filters.cs b/Software/Visual_Studio/PPC/Tango.PPC.Shared/Statistics/Filters.cs
index eda91ab9e..196618f46 100644
--- a/Software/Visual_Studio/PPC/Tango.PPC.Shared/Statistics/Filters.cs
+++ b/Software/Visual_Studio/PPC/Tango.PPC.Shared/Statistics/Filters.cs
@@ -16,12 +16,14 @@ namespace Tango.PPC.Shared.Statistics
         public int MinLength { get; set; }
         public int MaxLength { get; set; }
         public List<int> EndStatuses { get; set; }
+        public List<int> JobDesignation { get; set; }
         public bool IncludeHeadCleaning { get; set; }
 
         public Filters()
         {
             RmlGuids = new List<string>();
             EndStatuses = new List<int>();
+            JobDesignation = new List<int>();
         }
     }
 }
diff --git a/Software/Visual_Studio/Tango.BL/DTO/JobRunDTOBase.cs b/Software/Visual_Studio/Tango.BL/DTO/JobRunDTOBase.cs
index 999f0dcf8..02e445c09 100644
--- a/Software/Visual_Studio/Tango.BL/DTO/JobRunDTOBase.cs
+++ b/Software/Visual_Studio/Tango.BL/DTO/JobRunDTOBase.cs
@@ -318,6 +318,14 @@ namespace Tango.BL.DTO
         }
 
         /// <summary>
+        /// fine tuning string
+        /// </summary>
+        public String FineTuningString 
+        {
+            get; set; 
+        }
+
+        /// <summary>
         /// is synchronized
         /// </summary>
         public Boolean IsSynchronized 
diff --git a/Software/Visual_Studio/Tango.BL/Entities/Job.cs b/Software/Visual_Studio/Tango.BL/Entities/Job.cs
index 614c6f8c6..c6a6ea226 100644
--- a/Software/Visual_Studio/Tango.BL/Entities/Job.cs
+++ b/Software/Visual_Studio/Tango.BL/Entities/Job.cs
@@ -13,6 +13,7 @@ using System.Windows.Media.Imaging;
 using Tango.BL.ActionLogs;
 using Tango.BL.Builders;
 using Tango.BL.Enumerations;
+using Tango.BL.FineTuning;
 using Tango.BL.Interfaces;
 using Tango.BL.ValueObjects;
 using Tango.Core;
@@ -33,7 +34,7 @@ namespace Tango.BL.Entities
         /// </summary>
         public Job() : base()
         {
-
+            VectorFineTuningRunModel = new VectorFineTuningRunModel();
         }
 
         /// <summary>
@@ -319,6 +320,14 @@ namespace Tango.BL.Entities
 
         #endregion
 
+        #region Unmapped Fine Tuning
+
+        [NotMapped]
+        [JsonIgnore]
+        public VectorFineTuningRunModel VectorFineTuningRunModel { get; set; }
+
+        #endregion
+
         #region Event Handlers
 
         /// <summary>
diff --git a/Software/Visual_Studio/Tango.BL/Entities/JobRunBase.cs b/Software/Visual_Studio/Tango.BL/Entities/JobRunBase.cs
index abfe9d321..4c0092e55 100644
--- a/Software/Visual_Studio/Tango.BL/Entities/JobRunBase.cs
+++ b/Software/Visual_Studio/Tango.BL/Entities/JobRunBase.cs
@@ -91,6 +91,8 @@ namespace Tango.BL.Entities
 
         public event EventHandler<String> CeVersionChanged;
 
+        public event EventHandler<String> FineTuningStringChanged;
+
         public event EventHandler<Boolean> IsSynchronizedChanged;
 
         protected String _machineguid;
@@ -1084,6 +1086,33 @@ namespace Tango.BL.Entities
             }
         }
 
+        protected String _finetuningstring;
+
+        /// <summary>
+        /// Gets or sets the jobrunbase fine tuning string.
+        /// </summary>
+
+        [Column("FINE_TUNING_STRING")]
+
+        public  String FineTuningString
+        {
+            get 
+            {
+                return _finetuningstring; 
+            }
+
+            set 
+            {
+                if (_finetuningstring != value)
+                {
+                    _finetuningstring = value;
+
+                    OnFineTuningStringChanged(value);
+
+                }
+            }
+        }
+
         protected Boolean _issynchronized;
 
         /// <summary>
@@ -1400,6 +1429,15 @@ namespace Tango.BL.Entities
         }
 
         /// <summary>
+        /// Called when the FineTuningString has changed.
+        /// </summary>
+        protected virtual void OnFineTuningStringChanged(String finetuningstring)
+        {
+            FineTuningStringChanged?.Invoke(this, finetuningstring);
+            RaisePropertyChanged(nameof(FineTuningString));
+        }
+
+        /// <summary>
         /// Called when the IsSynchronized has changed.
         /// </summary>
         protected virtual void OnIsSynchronizedChanged(Boolean issynchronized)
diff --git a/Software/Visual_Studio/Tango.BL/FineTuning/VectorFineTuningRunModel.cs b/Software/Visual_Studio/Tango.BL/FineTuning/VectorFineTuningRunModel.cs
new file mode 100644
index 000000000..e5666c095
--- /dev/null
+++ b/Software/Visual_Studio/Tango.BL/FineTuning/VectorFineTuningRunModel.cs
@@ -0,0 +1,25 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace Tango.BL.FineTuning
+{
+    public class VectorFineTuningRunModel
+    {
+        public String JobName { get; set; }
+        public String FineTuningSessionID { get; set; }
+        public int FineTuningTrialNumber { get; set; }
+        public double FineTuningTargetL { get; set; }
+        public double FineTuningTargetA { get; set; }
+        public double FineTuningTargetB { get; set; }
+        public double FineTuningSuggestionL { get; set; }
+        public double FineTuningSuggestionA { get; set; }
+        public double FineTuningSuggestionB { get; set; }
+        public double? FineTuningMeasuredL { get; set; }
+        public double? FineTuningMeasuredA { get; set; }
+        public double? FineTuningMeasuredB { get; set; }
+        public bool Approved { get; set; }
+    }
+}
diff --git a/Software/Visual_Studio/Tango.BL/Tango.BL.csproj b/Software/Visual_Studio/Tango.BL/Tango.BL.csproj
index aaf7d362b..55e6b7efc 100644
--- a/Software/Visual_Studio/Tango.BL/Tango.BL.csproj
+++ b/Software/Visual_Studio/Tango.BL/Tango.BL.csproj
@@ -599,6 +599,7 @@
     <Compile Include="Enumerations\YarnUnits.cs" />
     <Compile Include="ExtensionMethods\ColorCatalogItemsExtensions.cs" />
     <Compile Include="ExtensionMethods\ColorMineExtensions.cs" />
+    <Compile Include="FineTuning\VectorFineTuningRunModel.cs" />
     <Compile Include="Helpers\EventTypeTextConverter.cs" />
     <Compile Include="Helpers\SegmentsCsvHelper.cs" />
     <Compile Include="Interfaces\ISegment.cs" />
@@ -830,7 +831,7 @@
   </Target>
   <ProjectExtensions>
     <VisualStudio>
-      <UserProperties BuildVersion_StartDate="2000/1/1" BuildVersion_UseGlobalSettings="False" BuildVersion_BuildVersioningStyle="None.None.Increment.TimeStamp" BuildVersion_UpdateAssemblyVersion="True" BuildVersion_AssemblyInfoFilename="Properties\AssemblyInfo.cs" />
+      <UserProperties BuildVersion_AssemblyInfoFilename="Properties\AssemblyInfo.cs" BuildVersion_UpdateAssemblyVersion="True" BuildVersion_BuildVersioningStyle="None.None.Increment.TimeStamp" BuildVersion_UseGlobalSettings="False" BuildVersion_StartDate="2000/1/1" />
     </VisualStudio>
   </ProjectExtensions>
 </Project>
\ No newline at end of file
diff --git a/Software/Visual_Studio/Tango.DAL.Remote/DB/JOB_RUNS.cs b/Software/Visual_Studio/Tango.DAL.Remote/DB/JOB_RUNS.cs
index 5ed87ecd8..1f863e723 100644
--- a/Software/Visual_Studio/Tango.DAL.Remote/DB/JOB_RUNS.cs
+++ b/Software/Visual_Studio/Tango.DAL.Remote/DB/JOB_RUNS.cs
@@ -54,6 +54,7 @@ namespace Tango.DAL.Remote.DB
         public string FIRMWARE_VERSION { get; set; }
         public string CE_VERSION { get; set; }
         public string PROCESS_PARAMETERS_TABLE_GUID { get; set; }
+        public string FINE_TUNING_STRING { get; set; }
         public bool IS_SYNCHRONIZED { get; set; }
     }
 }
diff --git a/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx b/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx
index f27945995..5d288984b 100644
--- a/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx
+++ b/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx
@@ -789,6 +789,7 @@
           <Property Name="FIRMWARE_VERSION" Type="varchar" MaxLength="30" />
           <Property Name="CE_VERSION" Type="varchar" MaxLength="30" />
           <Property Name="PROCESS_PARAMETERS_TABLE_GUID" Type="varchar" MaxLength="36" />
+          <Property Name="FINE_TUNING_STRING" Type="varchar" MaxLength="300" />
           <Property Name="IS_SYNCHRONIZED" Type="bit" Nullable="false" />
         </EntityType>
         <EntityType Name="JOBS">
@@ -6401,6 +6402,7 @@
           <Property Name="FIRMWARE_VERSION" Type="String" MaxLength="30" FixedLength="false" Unicode="false" />
           <Property Name="CE_VERSION" Type="String" MaxLength="30" FixedLength="false" Unicode="false" />
           <Property Name="PROCESS_PARAMETERS_TABLE_GUID" Type="String" MaxLength="36" FixedLength="false" Unicode="false" />
+          <Property Name="FINE_TUNING_STRING" Type="String" MaxLength="300" FixedLength="false" Unicode="false" />
           <Property Name="IS_SYNCHRONIZED" Type="Boolean" Nullable="false" />
         </EntityType>
         <EntityType Name="JOB">
@@ -9811,6 +9813,7 @@
             <EntityTypeMapping TypeName="RemoteModel.JOB_RUNS">
               <MappingFragment StoreEntitySet="JOB_RUNS">
                 <ScalarProperty Name="IS_SYNCHRONIZED" ColumnName="IS_SYNCHRONIZED" />
+                <ScalarProperty Name="FINE_TUNING_STRING" ColumnName="FINE_TUNING_STRING" />
                 <ScalarProperty Name="PROCESS_PARAMETERS_TABLE_GUID" ColumnName="PROCESS_PARAMETERS_TABLE_GUID" />
                 <ScalarProperty Name="CE_VERSION" ColumnName="CE_VERSION" />
                 <ScalarProperty Name="FIRMWARE_VERSION" ColumnName="FIRMWARE_VERSION" />
diff --git a/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx.diagram b/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx.diagram
index 6d7f9ff14..72ac56ec8 100644
--- a/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx.diagram
+++ b/Software/Visual_Studio/Tango.DAL.Remote/DB/RemoteADO.edmx.diagram
@@ -5,102 +5,102 @@
     <!-- Diagram content (shape and connector positions) -->
     <edmx:Diagrams>
       <Diagram DiagramId="f9ae01d708754bbd997add25a4bacc79" Name="Diagram1" ZoomLevel="87">
-        <EntityTypeShape EntityType="RemoteModel.ACTION_LOGS" Width="1.5" PointX="11.25" PointY="28.25" />
-        <EntityTypeShape EntityType="RemoteModel.ADDRESS" Width="1.5" PointX="4.5" PointY="58.5" />
-        <EntityTypeShape EntityType="RemoteModel.APPLICATION_DISPLAY_PANEL_VERSIONS" Width="1.5" PointX="4.5" PointY="74.75" />
-        <EntityTypeShape EntityType="RemoteModel.APPLICATION_FIRMWARE_VERSIONS" Width="1.5" PointX="4.5" PointY="77.625" />
-        <EntityTypeShape EntityType="RemoteModel.APPLICATION_OS_VERSIONS" Width="1.5" PointX="4.5" PointY="80.625" />
-        <EntityTypeShape EntityType="RemoteModel.BIT_TYPES" Width="1.5" PointX="5.75" PointY="6.75" />
-        <EntityTypeShape EntityType="RemoteModel.BRUSH_STOPS" Width="1.5" PointX="18" PointY="17.125" />
-        <EntityTypeShape EntityType="RemoteModel.BTSR_APPLICATION_TYPES" Width="1.5" PointX="0.75" PointY="34" />
-        <EntityTypeShape EntityType="RemoteModel.BTSR_YARN_TYPES" Width="1.5" PointX="0.75" PointY="10.125" />
-        <EntityTypeShape EntityType="RemoteModel.CARTRIDGE_TYPES" Width="1.5" PointX="9.75" PointY="48.25" />
-        <EntityTypeShape EntityType="RemoteModel.CAT" Width="1.5" PointX="8.25" PointY="24.75" />
-        <EntityTypeShape EntityType="RemoteModel.CCT" Width="1.5" PointX="0.75" PointY="16.75" />
-        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS" Width="1.5" PointX="1.5" PointY="1.5" />
-        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS_GROUPS" Width="1.5" PointX="3.75" PointY="2" />
-        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS_ITEMS" Width="1.5" PointX="6" PointY="0.75" />
-        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS_ITEMS_RECIPES" Width="1.5" PointX="8.25" PointY="16.625" />
-        <EntityTypeShape EntityType="RemoteModel.COLOR_PROCESS_INK_UPTAKE" Width="1.5" PointX="8.75" PointY="4.75" />
-        <EntityTypeShape EntityType="RemoteModel.COLOR_SPACES" Width="1.5" PointX="9" PointY="41" />
-        <EntityTypeShape EntityType="RemoteModel.CONFIGURATION" Width="1.5" PointX="6.75" PointY="73.125" />
-        <EntityTypeShape EntityType="RemoteModel.CONTACT" Width="1.5" PointX="4.5" PointY="62.5" />
-        <EntityTypeShape EntityType="RemoteModel.CUSTOMER" Width="1.5" PointX="9" PointY="60.875" />
-        <EntityTypeShape EntityType="RemoteModel.DATA_STORE_ITEMS" Width="1.5" PointX="11.25" PointY="83.625" />
-        <EntityTypeShape EntityType="RemoteModel.DISPENSER_TYPES" Width="1.5" PointX="7.5" PointY="12.25" />
-        <EntityTypeShape EntityType="RemoteModel.DISPENSER" Width="1.5" PointX="9.75" PointY="11.75" />
-        <EntityTypeShape EntityType="RemoteModel.EMBEDDED_FIRMWARE_VERSIONS" Width="1.5" PointX="4.5" PointY="67.5" />
-        <EntityTypeShape EntityType="RemoteModel.EVENT_TYPES" Width="1.5" PointX="9" PointY="91.375" />
-        <EntityTypeShape EntityType="RemoteModel.FIBER_SHAPES" Width="1.5" PointX="0.75" PointY="28" />
-        <EntityTypeShape EntityType="RemoteModel.FIBER_SYNTHS" Width="1.5" PointX="0.75" PointY="25" />
-        <EntityTypeShape EntityType="RemoteModel.FSE_VERSIONS" Width="1.5" PointX="11.25" PointY="32.5" />
-        <EntityTypeShape EntityType="RemoteModel.GBD" Width="1.5" PointX="0.75" PointY="13.375" />
-        <EntityTypeShape EntityType="RemoteModel.GLOBAL_DATA_STORE_ITEMS" Width="1.5" PointX="14.75" PointY="4.75" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BLOWER_TYPES" Width="1.5" PointX="12.5" PointY="49" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BLOWERS" Width="1.5" PointX="14.75" PointY="65.625" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BREAK_SENSOR_TYPES" Width="1.5" PointX="9.5" PointY="97" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BREAK_SENSORS" Width="1.5" PointX="11.75" PointY="77.75" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_DANCER_TYPES" Width="1.5" PointX="12.5" PointY="88" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_DANCERS" Width="1.5" PointX="14.75" PointY="70" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_MOTOR_TYPES" Width="1.5" PointX="9.5" PointY="88" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_MOTORS" Width="1.5" PointX="11.75" PointY="67.625" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_PID_CONTROL_TYPES" Width="1.5" PointX="4.5" PointY="55" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_PID_CONTROLS" Width="1.5" PointX="6.75" PointY="66.125" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_SPEED_SENSOR_TYPES" Width="1.5" PointX="4.5" PointY="84" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_SPEED_SENSORS" Width="1.5" PointX="6.75" PointY="78.75" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_VERSIONS" Width="1.5" PointX="4.5" PointY="70.5" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_WINDER_TYPES" Width="1.5" PointX="9.5" PointY="68" />
-        <EntityTypeShape EntityType="RemoteModel.HARDWARE_WINDERS" Width="1.5" PointX="11.75" PointY="63.875" />
-        <EntityTypeShape EntityType="RemoteModel.IDS_PACK_FORMULAS" Width="1.5" PointX="9.75" PointY="45" />
-        <EntityTypeShape EntityType="RemoteModel.IDS_PACKS" Width="1.5" PointX="12" PointY="41.125" />
-        <EntityTypeShape EntityType="RemoteModel.JOB_RUNS" Width="1.5" PointX="16.75" PointY="4.75" />
-        <EntityTypeShape EntityType="RemoteModel.JOB" Width="1.5" PointX="11.25" PointY="17" />
-        <EntityTypeShape EntityType="RemoteModel.LINEAR_MASS_DENSITY_UNITS" Width="1.5" PointX="0.75" PointY="37.25" />
-        <EntityTypeShape EntityType="RemoteModel.LIQUID_TYPES" Width="1.5" PointX="3" PointY="9.375" />
-        <EntityTypeShape EntityType="RemoteModel.LIQUID_TYPES_RMLS" Width="1.5" PointX="5.25" PointY="16.875" />
-        <EntityTypeShape EntityType="RemoteModel.LUB" Width="1.5" PointX="0.75" PointY="21" />
-        <EntityTypeShape EntityType="RemoteModel.MACHINE_PROTOTYPES" Width="1.5" PointX="14.75" PointY="14.75" />
-        <EntityTypeShape EntityType="RemoteModel.MACHINE_STUDIO_VERSIONS" Width="1.5" PointX="11.25" PointY="37.375" />
-        <EntityTypeShape EntityType="RemoteModel.MACHINE_VERSIONS" Width="1.5" PointX="6.75" PointY="83.5" />
-        <EntityTypeShape EntityType="RemoteModel.MACHINE" Width="1.5" PointX="9" PointY="71.5" />
-        <EntityTypeShape EntityType="RemoteModel.MACHINES_EVENTS" Width="1.5" PointX="11.25" PointY="56.75" />
-        <EntityTypeShape EntityType="RemoteModel.MEDIA_CONDITIONS" Width="1.5" PointX="0.75" PointY="40.25" />
-        <EntityTypeShape EntityType="RemoteModel.MEDIA_MATERIALS" Width="1.5" PointX="0.75" PointY="30.875" />
-        <EntityTypeShape EntityType="RemoteModel.MEDIA_PURPOSES" Width="1.5" PointX="0.75" PointY="7.125" />
-        <EntityTypeShape EntityType="RemoteModel.MID_TANK_TYPES" Width="1.5" PointX="9.75" PointY="8.25" />
-        <EntityTypeShape EntityType="RemoteModel.ORGANIZATION" Width="1.5" PointX="6.75" PointY="60.375" />
-        <EntityTypeShape EntityType="RemoteModel.PERMISSION" Width="1.5" PointX="12" PointY="6.375" />
-        <EntityTypeShape EntityType="RemoteModel.PROCESS_PARAMETERS_TABLES" Width="1.5" PointX="7.5" PointY="48.125" />
-        <EntityTypeShape EntityType="RemoteModel.PROCESS_PARAMETERS_TABLES_GROUPS" Width="1.5" PointX="5.25" PointY="51.125" />
-        <EntityTypeShape EntityType="RemoteModel.PUBLISHED_PROCEDURE_PROJECTS" Width="1.5" PointX="13.75" PointY="1" />
-        <EntityTypeShape EntityType="RemoteModel.PUBLISHED_PROCEDURE_PROJECTS_VERSIONS" Width="1.5" PointX="16" PointY="1.25" />
-        <EntityTypeShape EntityType="RemoteModel.RML_EXTENSION_TEST_WASHING_RESULTS" Width="1.5" PointX="11" PointY="1" />
-        <EntityTypeShape EntityType="RemoteModel.RML" Width="1.5" PointX="3" PointY="14.625" />
-        <EntityTypeShape EntityType="RemoteModel.RMLS_SPOOLS" Width="1.5" PointX="5.25" PointY="20.375" />
-        <EntityTypeShape EntityType="RemoteModel.ROLE" Width="1.5" PointX="12" PointY="10.375" />
-        <EntityTypeShape EntityType="RemoteModel.ROLES_PERMISSIONS" Width="1.5" PointX="14.25" PointY="10.375" />
-        <EntityTypeShape EntityType="RemoteModel.RUBBING_RESULTS" Width="1.5" PointX="18.75" PointY="0.75" />
-        <EntityTypeShape EntityType="RemoteModel.SEGMENT" Width="1.5" PointX="15.75" PointY="20.75" />
-        <EntityTypeShape EntityType="RemoteModel.SEGMENTS_GROUPS" Width="1.5" PointX="13.5" PointY="21" />
-        <EntityTypeShape EntityType="RemoteModel.SITE" Width="1.5" PointX="6" PointY="25.75" />
-        <EntityTypeShape EntityType="RemoteModel.SITES_CATALOGS" Width="1.5" PointX="12.25" PointY="14" />
-        <EntityTypeShape EntityType="RemoteModel.SITES_RMLS" Width="1.5" PointX="8.25" PointY="21.125" />
-        <EntityTypeShape EntityType="RemoteModel.SITES_SPOOL_TYPES" Width="1.5" PointX="14.25" PointY="28.875" />
-        <EntityTypeShape EntityType="RemoteModel.SPOOL_TYPES" Width="1.5" PointX="9" PointY="29.5" />
-        <EntityTypeShape EntityType="RemoteModel.SPOOL" Width="1.5" PointX="11.25" PointY="52.125" />
-        <EntityTypeShape EntityType="RemoteModel.sysdiagram" Width="1.5" PointX="13.75" PointY="17.75" />
-        <EntityTypeShape EntityType="RemoteModel.TANGO_UPDATES" Width="1.5" PointX="18.75" PointY="4.75" />
-        <EntityTypeShape EntityType="RemoteModel.TANGO_VERSIONS" Width="1.5" PointX="14.25" PointY="58.625" />
-        <EntityTypeShape EntityType="RemoteModel.TECH_CONTROLLERS" Width="1.5" PointX="18.75" PointY="9.75" />
-        <EntityTypeShape EntityType="RemoteModel.TECH_DISPENSERS" Width="1.5" PointX="18.75" PointY="13.75" />
-        <EntityTypeShape EntityType="RemoteModel.TECH_HEATERS" Width="1.5" PointX="20.75" PointY="0.75" />
-        <EntityTypeShape EntityType="RemoteModel.TECH_IOS" Width="1.5" PointX="20.75" PointY="3.75" />
-        <EntityTypeShape EntityType="RemoteModel.TECH_MONITORS" Width="1.5" PointX="20.75" PointY="8.75" />
-        <EntityTypeShape EntityType="RemoteModel.TECH_VALVES" Width="1.5" PointX="20.75" PointY="13.75" />
-        <EntityTypeShape EntityType="RemoteModel.USER" Width="1.5" PointX="9" PointY="35" />
-        <EntityTypeShape EntityType="RemoteModel.USERS_ROLES" Width="1.5" PointX="14.25" PointY="36.375" />
-        <EntityTypeShape EntityType="RemoteModel.WASHING_TEST_MATERIALS" Width="1.5" PointX="8.75" PointY="1.5" />
-        <EntityTypeShape EntityType="RemoteModel.WINDING_METHODS" Width="1.5" PointX="9" PointY="64.375" />
+        <EntityTypeShape EntityType="RemoteModel.ACTION_LOGS" Width="1.5" PointX="11.25" PointY="13.125" />
+        <EntityTypeShape EntityType="RemoteModel.ADDRESS" Width="1.5" PointX="1.5" PointY="56.75" />
+        <EntityTypeShape EntityType="RemoteModel.APPLICATION_DISPLAY_PANEL_VERSIONS" Width="1.5" PointX="1.5" PointY="67.625" />
+        <EntityTypeShape EntityType="RemoteModel.APPLICATION_FIRMWARE_VERSIONS" Width="1.5" PointX="1.5" PointY="73.5" />
+        <EntityTypeShape EntityType="RemoteModel.APPLICATION_OS_VERSIONS" Width="1.5" PointX="1.5" PointY="64.75" />
+        <EntityTypeShape EntityType="RemoteModel.BIT_TYPES" Width="1.5" PointX="0.75" PointY="3.125" />
+        <EntityTypeShape EntityType="RemoteModel.BRUSH_STOPS" Width="1.5" PointX="18" PointY="19.5" />
+        <EntityTypeShape EntityType="RemoteModel.BTSR_APPLICATION_TYPES" Width="1.5" PointX="0.75" PointY="23.375" />
+        <EntityTypeShape EntityType="RemoteModel.BTSR_YARN_TYPES" Width="1.5" PointX="0.75" PointY="26.875" />
+        <EntityTypeShape EntityType="RemoteModel.CARTRIDGE_TYPES" Width="1.5" PointX="9" PointY="56.5" />
+        <EntityTypeShape EntityType="RemoteModel.CAT" Width="1.5" PointX="8.25" PointY="19.125" />
+        <EntityTypeShape EntityType="RemoteModel.CCT" Width="1.5" PointX="0.75" PointY="30.125" />
+        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS" Width="1.5" PointX="1.5" PointY="84.875" />
+        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS_GROUPS" Width="1.5" PointX="3.75" PointY="85.375" />
+        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS_ITEMS" Width="1.5" PointX="6" PointY="84.125" />
+        <EntityTypeShape EntityType="RemoteModel.COLOR_CATALOGS_ITEMS_RECIPES" Width="1.5" PointX="8.25" PointY="23" />
+        <EntityTypeShape EntityType="RemoteModel.COLOR_PROCESS_INK_UPTAKE" Width="1.5" PointX="2.75" PointY="3.125" />
+        <EntityTypeShape EntityType="RemoteModel.COLOR_SPACES" Width="1.5" PointX="9" PointY="27.5" />
+        <EntityTypeShape EntityType="RemoteModel.CONFIGURATION" Width="1.5" PointX="3.75" PointY="70.25" />
+        <EntityTypeShape EntityType="RemoteModel.CONTACT" Width="1.5" PointX="1.5" PointY="60.875" />
+        <EntityTypeShape EntityType="RemoteModel.CUSTOMER" Width="1.5" PointX="9" PointY="39.5" />
+        <EntityTypeShape EntityType="RemoteModel.DATA_STORE_ITEMS" Width="1.5" PointX="8.25" PointY="76.75" />
+        <EntityTypeShape EntityType="RemoteModel.DISPENSER_TYPES" Width="1.5" PointX="6.75" PointY="1.625" />
+        <EntityTypeShape EntityType="RemoteModel.DISPENSER" Width="1.5" PointX="9" PointY="0.75" />
+        <EntityTypeShape EntityType="RemoteModel.EMBEDDED_FIRMWARE_VERSIONS" Width="1.5" PointX="1.5" PointY="70.625" />
+        <EntityTypeShape EntityType="RemoteModel.EVENT_TYPES" Width="1.5" PointX="9" PointY="89.75" />
+        <EntityTypeShape EntityType="RemoteModel.FIBER_SHAPES" Width="1.5" PointX="0.75" PointY="16" />
+        <EntityTypeShape EntityType="RemoteModel.FIBER_SYNTHS" Width="1.5" PointX="0.75" PointY="33.5" />
+        <EntityTypeShape EntityType="RemoteModel.FSE_VERSIONS" Width="1.5" PointX="11.25" PointY="31.25" />
+        <EntityTypeShape EntityType="RemoteModel.GBD" Width="1.5" PointX="0.75" PointY="42.25" />
+        <EntityTypeShape EntityType="RemoteModel.GLOBAL_DATA_STORE_ITEMS" Width="1.5" PointX="2.75" PointY="7.125" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BLOWER_TYPES" Width="1.5" PointX="11.5" PointY="66" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BLOWERS" Width="1.5" PointX="13.75" PointY="76.625" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BREAK_SENSOR_TYPES" Width="1.5" PointX="9.5" PointY="62" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_BREAK_SENSORS" Width="1.5" PointX="11.75" PointY="69.75" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_DANCER_TYPES" Width="1.5" PointX="6.5" PointY="81" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_DANCERS" Width="1.5" PointX="8.75" PointY="83.875" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_MOTOR_TYPES" Width="1.5" PointX="8.5" PointY="94.875" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_MOTORS" Width="1.5" PointX="10.75" PointY="73.625" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_PID_CONTROL_TYPES" Width="1.5" PointX="6.5" PointY="61" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_PID_CONTROLS" Width="1.5" PointX="8.75" PointY="66.125" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_SPEED_SENSOR_TYPES" Width="1.5" PointX="1.5" PointY="81" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_SPEED_SENSORS" Width="1.5" PointX="3.75" PointY="76.75" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_VERSIONS" Width="1.5" PointX="1.5" PointY="76.375" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_WINDER_TYPES" Width="1.5" PointX="9.5" PointY="99" />
+        <EntityTypeShape EntityType="RemoteModel.HARDWARE_WINDERS" Width="1.5" PointX="11.75" PointY="83.75" />
+        <EntityTypeShape EntityType="RemoteModel.IDS_PACK_FORMULAS" Width="1.5" PointX="9" PointY="43.25" />
+        <EntityTypeShape EntityType="RemoteModel.IDS_PACKS" Width="1.5" PointX="11.25" PointY="37.625" />
+        <EntityTypeShape EntityType="RemoteModel.JOB_RUNS" Width="1.5" PointX="18.75" PointY="7.125" />
+        <EntityTypeShape EntityType="RemoteModel.JOB" Width="1.5" PointX="11.25" PointY="19.5" />
+        <EntityTypeShape EntityType="RemoteModel.LINEAR_MASS_DENSITY_UNITS" Width="1.5" PointX="0.75" PointY="18.875" />
+        <EntityTypeShape EntityType="RemoteModel.LIQUID_TYPES" Width="1.5" PointX="6" PointY="5.125" />
+        <EntityTypeShape EntityType="RemoteModel.LIQUID_TYPES_RMLS" Width="1.5" PointX="5.25" PointY="19.25" />
+        <EntityTypeShape EntityType="RemoteModel.LUB" Width="1.5" PointX="0.75" PointY="12.625" />
+        <EntityTypeShape EntityType="RemoteModel.MACHINE_PROTOTYPES" Width="1.5" PointX="4.75" PointY="10.125" />
+        <EntityTypeShape EntityType="RemoteModel.MACHINE_STUDIO_VERSIONS" Width="1.5" PointX="11.25" PointY="9" />
+        <EntityTypeShape EntityType="RemoteModel.MACHINE_VERSIONS" Width="1.5" PointX="3.75" PointY="80.625" />
+        <EntityTypeShape EntityType="RemoteModel.MACHINE" Width="1.5" PointX="6" PointY="64.625" />
+        <EntityTypeShape EntityType="RemoteModel.MACHINES_EVENTS" Width="1.5" PointX="11.25" PointY="43.125" />
+        <EntityTypeShape EntityType="RemoteModel.MEDIA_CONDITIONS" Width="1.5" PointX="0.75" PointY="39.25" />
+        <EntityTypeShape EntityType="RemoteModel.MEDIA_MATERIALS" Width="1.5" PointX="0.75" PointY="9.625" />
+        <EntityTypeShape EntityType="RemoteModel.MEDIA_PURPOSES" Width="1.5" PointX="0.75" PointY="36.375" />
+        <EntityTypeShape EntityType="RemoteModel.MID_TANK_TYPES" Width="1.5" PointX="9" PointY="8.5" />
+        <EntityTypeShape EntityType="RemoteModel.ORGANIZATION" Width="1.5" PointX="3.75" PointY="58.75" />
+        <EntityTypeShape EntityType="RemoteModel.PERMISSION" Width="1.5" PointX="12" PointY="57.875" />
+        <EntityTypeShape EntityType="RemoteModel.PROCESS_PARAMETERS_TABLES" Width="1.5" PointX="7.5" PointY="46.625" />
+        <EntityTypeShape EntityType="RemoteModel.PROCESS_PARAMETERS_TABLES_GROUPS" Width="1.5" PointX="5.25" PointY="49.625" />
+        <EntityTypeShape EntityType="RemoteModel.PUBLISHED_PROCEDURE_PROJECTS" Width="1.5" PointX="16.75" PointY="3.375" />
+        <EntityTypeShape EntityType="RemoteModel.PUBLISHED_PROCEDURE_PROJECTS_VERSIONS" Width="1.5" PointX="19" PointY="3.625" />
+        <EntityTypeShape EntityType="RemoteModel.RML_EXTENSION_TEST_WASHING_RESULTS" Width="1.5" PointX="16" PointY="8.375" />
+        <EntityTypeShape EntityType="RemoteModel.RML" Width="1.5" PointX="3" PointY="17" />
+        <EntityTypeShape EntityType="RemoteModel.RMLS_SPOOLS" Width="1.5" PointX="5.25" PointY="26.875" />
+        <EntityTypeShape EntityType="RemoteModel.ROLE" Width="1.5" PointX="12" PointY="4.875" />
+        <EntityTypeShape EntityType="RemoteModel.ROLES_PERMISSIONS" Width="1.5" PointX="14.25" PointY="4.875" />
+        <EntityTypeShape EntityType="RemoteModel.RUBBING_RESULTS" Width="1.5" PointX="5.75" PointY="13.125" />
+        <EntityTypeShape EntityType="RemoteModel.SEGMENT" Width="1.5" PointX="15.75" PointY="23.125" />
+        <EntityTypeShape EntityType="RemoteModel.SEGMENTS_GROUPS" Width="1.5" PointX="13.5" PointY="23.375" />
+        <EntityTypeShape EntityType="RemoteModel.SITE" Width="1.5" PointX="3" PointY="13.25" />
+        <EntityTypeShape EntityType="RemoteModel.SITES_CATALOGS" Width="1.5" PointX="5.25" PointY="45.625" />
+        <EntityTypeShape EntityType="RemoteModel.SITES_RMLS" Width="1.5" PointX="5.25" PointY="23.5" />
+        <EntityTypeShape EntityType="RemoteModel.SITES_SPOOL_TYPES" Width="1.5" PointX="14.25" PointY="27.75" />
+        <EntityTypeShape EntityType="RemoteModel.SPOOL_TYPES" Width="1.5" PointX="9" PointY="34.125" />
+        <EntityTypeShape EntityType="RemoteModel.SPOOL" Width="1.5" PointX="11.25" PointY="53" />
+        <EntityTypeShape EntityType="RemoteModel.sysdiagram" Width="1.5" PointX="8.75" PointY="5.125" />
+        <EntityTypeShape EntityType="RemoteModel.TANGO_UPDATES" Width="1.5" PointX="13.75" PointY="17.125" />
+        <EntityTypeShape EntityType="RemoteModel.TANGO_VERSIONS" Width="1.5" PointX="11.25" PointY="48" />
+        <EntityTypeShape EntityType="RemoteModel.TECH_CONTROLLERS" Width="1.5" PointX="20.75" PointY="7.125" />
+        <EntityTypeShape EntityType="RemoteModel.TECH_DISPENSERS" Width="1.5" PointX="20.75" PointY="11.125" />
+        <EntityTypeShape EntityType="RemoteModel.TECH_HEATERS" Width="1.5" PointX="20.75" PointY="14.125" />
+        <EntityTypeShape EntityType="RemoteModel.TECH_IOS" Width="1.5" PointX="20.75" PointY="17.125" />
+        <EntityTypeShape EntityType="RemoteModel.TECH_MONITORS" Width="1.5" PointX="20.75" PointY="22.125" />
+        <EntityTypeShape EntityType="RemoteModel.TECH_VALVES" Width="1.5" PointX="21.75" PointY="3.125" />
+        <EntityTypeShape EntityType="RemoteModel.USER" Width="1.5" PointX="9" PointY="12.5" />
+        <EntityTypeShape EntityType="RemoteModel.USERS_ROLES" Width="1.5" PointX="14.25" PointY="13.875" />
+        <EntityTypeShape EntityType="RemoteModel.WASHING_TEST_MATERIALS" Width="1.5" PointX="13.75" PointY="8.875" />
+        <EntityTypeShape EntityType="RemoteModel.WINDING_METHODS" Width="1.5" PointX="9" PointY="31" />
         <AssociationConnector Association="RemoteModel.FK_ACTION_LOGS_USERS" />
         <AssociationConnector Association="RemoteModel.FK_ORGANIZATIONS_ADDRESSES" />
         <AssociationConnector Association="RemoteModel.FK_USERS_ADDRESSES" />
diff --git a/Software/Visual_Studio/Tango.Integration/JobRuns/BasicJobRunsLogger.cs b/Software/Visual_Studio/Tango.Integration/JobRuns/BasicJobRunsLogger.cs
index 40f1d0789..e80b1f652 100644
--- a/Software/Visual_Studio/Tango.Integration/JobRuns/BasicJobRunsLogger.cs
+++ b/Software/Visual_Studio/Tango.Integration/JobRuns/BasicJobRunsLogger.cs
@@ -1,4 +1,5 @@
-using System;
+using Newtonsoft.Json;
+using System;
 using System.Collections.Generic;
 using System.Diagnostics;
 using System.IO;
@@ -132,6 +133,8 @@ namespace Tango.Integration.JobRuns
                         {
                             using (var db = ObservablesContext.CreateDefault())
                             {
+                                var colorSpaces = db.ColorSpaces.ToList();
+
                                 JobRun run = new JobRun();
 
                                 run.UserGuid = _job.UserGuid;
@@ -154,7 +157,22 @@ namespace Tango.Integration.JobRuns
                                 run.LiquidQuantities = e.LiquidQuantities;
                                 run.IsGradient = _job.Segments.Any(x => x.BrushStops.Count > 1);
                                 run.GradientResolutionCm = MachineOperator.GradientGenerationConfiguration.ResolutionCM;
-                                run.JobString = e.Job.ToJobFileWhenLoaded().ToString();
+
+                                var jobFile = e.Job.ToJobFileWhenLoaded();
+
+                                try
+                                {
+                                    if (_job.Designation == JobDesignations.FineTuning)
+                                    {
+                                        jobFile.Segments.First().BrushStops.First().ColorSpaceGuid = colorSpaces.First(x => x.Code == (int)ColorSpaces.LAB).Guid;
+                                    }
+                                }
+                                catch (Exception ex)
+                                {
+                                    LogManager.Log(ex, "Error setting brush stop color space to LAB on fine tuning job run (JobFileString).");
+                                }
+
+                                run.JobString = jobFile.ToString();
 
                                 run.ApplicationVersion = Assembly.GetEntryAssembly().GetName().Version.ToString();
                                 run.FirmwareVersion = MachineOperator.DeviceInformation?.Version;
@@ -208,6 +226,18 @@ namespace Tango.Integration.JobRuns
                                     run.FailedMessage = exception.FlattenMessage();
                                 }
 
+                                if (_job.Designation == JobDesignations.FineTuning)
+                                {
+                                    try
+                                    {
+                                        run.FineTuningString = JsonConvert.SerializeObject(_job.VectorFineTuningRunModel);
+                                    }
+                                    catch (Exception ex)
+                                    {
+                                        LogManager.Log(ex, "Error serializing fine tuning model for job run.");
+                                    }
+                                }
+
                                 db.JobRuns.Add(run);
 
                                 e.Job.LastRun = DateTime.UtcNow;
@@ -403,7 +433,7 @@ namespace Tango.Integration.JobRuns
             _startMachineStatus = MachineOperator.MachineStatus?.Clone();
             _jobTicket = e.JobHandler.JobTicket;
 
-            if (_job.Designation == JobDesignations.FineTuning) return;
+            //if (_job.Designation == JobDesignations.FineTuning) return;
 
             if (e.IsResumed)
             {
diff --git a/Software/Visual_Studio/Tango.sln b/Software/Visual_Studio/Tango.sln
index 75e0e75fc..61a334aad 100644
--- a/Software/Visual_Studio/Tango.sln
+++ b/Software/Visual_Studio/Tango.sln
@@ -17426,6 +17426,7 @@ Global
 		{90B53209-C60C-4655-B28D-A1B3E1044BA3} = {EC62BC9C-F2FE-4333-B7E4-110E38D43958}
 		{F079FB0A-A8ED-4216-B6A5-345756751A04} = {EC62BC9C-F2FE-4333-B7E4-110E38D43958}
 		{43ECCD8D-EE54-44EF-A51A-D77E3DF7263F} = {4443B71C-216E-4D4C-8D19-868F50803813}
+		{CD2513CC-7596-498C-957D-DE6473561A1C} = {C81ED1A3-D18C-4D80-A8F5-061994A14A60}
 		{09EE4BC6-F1C6-46DD-B4FE-918377A4EF02} = {CD2513CC-7596-498C-957D-DE6473561A1C}
 		{0BE74EEE-22CB-4DBA-B896-793B9E1A3AC0} = {C81ED1A3-D18C-4D80-A8F5-061994A14A60}
 		{654BEDA3-16FB-44FF-ADE7-B52E50B02E63} = {C81ED1A3-D18C-4D80-A8F5-061994A14A60}
@@ -17557,12 +17558,12 @@ Global
 		{7A30B35F-94DC-4A9C-B9D2-CB5CAA735788} = {4EE6DBA1-71BC-49E2-8DC7-266487E61050}
 	EndGlobalSection
 	GlobalSection(ExtensibilityGlobals) = postSolution
-		BuildVersion_UseGlobalSettings = False
-		BuildVersion_AssemblyInfoFilename = Properties\AssemblyInfo.cs
-		BuildVersion_StartDate = 2000/1/1
-		BuildVersion_UpdateFileVersion = False
-		BuildVersion_UpdateAssemblyVersion = True
-		BuildVersion_BuildVersioningStyle = None.None.Increment.DeltaBaseYearDayOfYear
 		SolutionGuid = {7986F7F4-A86A-4994-B1B6-0988D7F057B6}
+		BuildVersion_BuildVersioningStyle = None.None.Increment.DeltaBaseYearDayOfYear
+		BuildVersion_UpdateAssemblyVersion = True
+		BuildVersion_UpdateFileVersion = False
+		BuildVersion_StartDate = 2000/1/1
+		BuildVersion_AssemblyInfoFilename = Properties\AssemblyInfo.cs
+		BuildVersion_UseGlobalSettings = False
 	EndGlobalSection
 EndGlobal