Drag Drop Form and Copy Not Mapped Faces

.vscode/launch.json

@@ -12,6 +12,7 @@
             // If you have changed target frameworks, make sure to update the program path.
             "programC": "${workspaceFolder}/Compare/bin/Debug/net6.0/win-x64/Compare.dll",
             "programD": "${workspaceFolder}/Date-Group/bin/Debug/net6.0/win-x64/Date-Group.dll",
+            "programDD": "${workspaceFolder}/Drag-Drop/bin/Debug/net6.0-windows/win-x64/Drag-Drop.dll",
             "program": "${workspaceFolder}/Instance/bin/Debug/net6.0/win-x64/Instance.dll",
             "programN": "${workspaceFolder}/Not-Copy-Copy/bin/Debug/net6.0/win-x64/Not-Copy-Copy.dll",
             "programP": "${workspaceFolder}/PrepareForOld/bin/Debug/net6.0/win-x64/PrepareForOld.dll",

Drag-Drop/Form.cs

@@ -80,7 +80,7 @@ public partial class Form : System.Windows.Forms.Form
             DragEnter += new DragEventHandler(Form1_DragEnter);
             Property.Models.A_Property propertyLogic = new(_AppSettings.MaxDegreeOfParallelism, _Configuration.PropertyConfiguration, _ResizeFileNameExtension, _Configuration.Reverse);
             (j, f, t, containers) = Property.Models.Stateless.Container.GetContainers(_Configuration.PropertyConfiguration, firstRun, propertyLogic);
-            List<MappingFromItem> collection = Program.GetCollection(_Configuration, containers);
+            List<MappingFromItem> collection = Program.GetMappingFromItemCollection(_Configuration, containers);
             foreach (MappingFromItem mappingFromItem in collection)
             {
                 if (_IdToMappingFromItem.ContainsKey(mappingFromItem.Id))

Drag-Drop/Program.cs

@@ -47,7 +47,7 @@ static class Program
         return result;
     }
 
-    public static List<MappingFromItem> GetCollection(Models.Configuration configuration, Container[] containers)
+    public static List<MappingFromItem> GetMappingFromItemCollection(Models.Configuration configuration, Container[] containers)
     {
         List<MappingFromItem> results = new();
         bool? isWrongYear;
@@ -75,4 +75,5 @@ static class Program
         }
         return results;
     }
+    
 }

Instance/DlibDotNet.cs

@@ -36,8 +36,6 @@ public partial class DlibDotNet
     private readonly Models.Configuration _Configuration;
     private readonly bool _ArgZeroIsConfigurationRootDirectory;
     private readonly Map.Models.Configuration _MapConfiguration;
-    private readonly List<KeyValuePair<string, string>> _FileKeyValuePairs;
-    private readonly Dictionary<string, List<Tuple<string, Shared.Models.Property>>> _FilePropertiesKeyValuePairs;
 
     public DlibDotNet(
         List<string> args,
@@ -57,8 +55,6 @@ public partial class DlibDotNet
         _Exceptions = new List<string>();
         PersonContainer[] personContainers;
         _Log = Serilog.Log.ForContext<DlibDotNet>();
-        _FileKeyValuePairs = new List<KeyValuePair<string, string>>();
-        _FilePropertiesKeyValuePairs = new Dictionary<string, List<Tuple<string, Shared.Models.Property>>>();
         Property.Models.Configuration propertyConfiguration = Property.Models.Binder.Configuration.Get(isEnvironment, configurationRoot);
         _Log.Information(propertyConfiguration.RootDirectory);
         Property.Models.Configuration.Verify(propertyConfiguration, requireExist: false);
@@ -504,8 +500,6 @@ public partial class DlibDotNet
         string json;
         string checkFile;
         int sourceDirectoryLength = container.SourceDirectory.Length;
-        if (_ArgZeroIsConfigurationRootDirectory && outputResolution == _Configuration.OutputResolutions[0])
-            _FilePropertiesKeyValuePairs.Add(container.SourceDirectory, new List<Tuple<string, Shared.Models.Property>>());
         JsonSerializerOptions writeIndentedJsonSerializerOptions = new() { WriteIndented = false };
         if (!(from l in propertyCollection where l?.Width is null select true).Any())
         {
@@ -526,11 +520,6 @@ public partial class DlibDotNet
                 if (item.ImageFileHolder is null)
                     continue;
                 key = Shared.Models.Stateless.Methods.IPath.GetRelativePath(item.ImageFileHolder.FullName, sourceDirectoryLength);
-                if (_ArgZeroIsConfigurationRootDirectory && outputResolution == _Configuration.OutputResolutions[0])
-                {
-                    _FileKeyValuePairs.Add(new KeyValuePair<string, string>(container.SourceDirectory, key));
-                    _FilePropertiesKeyValuePairs[container.SourceDirectory].Add(new Tuple<string, Shared.Models.Property>(key, propertyCollection[i]));
-                }
                 propertyCollectionKeyValuePairs.Add(new KeyValuePair<string, Shared.Models.Property>(key, propertyCollection[i]));
                 resizeKeyValuePairsCollections.Add(new KeyValuePair<string, Dictionary<string, int[]>>(key, resizeKeyValuePairs[i]));
                 imageFaceCollectionsKeyValuePairs.Add(new KeyValuePair<string, List<Shared.Models.Face>?>(key, imageFaceCollections[i]));
@@ -693,8 +682,6 @@ public partial class DlibDotNet
         foreach (string outputResolution in _Configuration.OutputResolutions)
         {
             total = 0;
-            _FileKeyValuePairs.Clear();
-            _FilePropertiesKeyValuePairs.Clear();
             (aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory) = GetResultsFullGroupDirectories(outputResolution);
             for (int i = 0; i < containers.Length; i++)
             {
@@ -872,10 +859,11 @@ public partial class DlibDotNet
             mapLogicSupport);
         Dictionary<int, Dictionary<int, Mapping>> idToNormalizedPixelPercentageToMapping = MapLogicSupport.GetIdToNormalizedPixelPercentageToFace(mappingCollection);
         mapLogic.CopyManualFiles(dFacesContentDirectory, idToNormalizedPixelPercentageToMapping);
+        mapLogic.CopyNotMappedFaces(_Configuration.FaceDistanceAreaPermilleTolerance, dFacesContentDirectory, idToNormalizedPixelPercentageToMapping);
         (Dictionary<long, int> personKeyToCount, int totalNotMapped) = mapLogic.AddToMapping(mappingCollection);
-        if (_Configuration.MappingSaveMapped)
+        if (_Configuration.SaveMappedForOutputResolutions.Contains(outputResolution))
             mapLogic.SaveMapped(dFacesContentDirectory, d2FacePartsContentDirectory, mappingCollection, idToNormalizedPixelPercentageToMapping, personKeyToCount, totalNotMapped);
-        if (_Configuration.MappingSaveNotMapped)
+        if (_Configuration.SaveNotMappedForOutputResolutions.Contains(outputResolution))
             mapLogic.SaveNotMappedTicks();
         if (_Configuration.SaveShortcutsForOutputResolutions.Contains(outputResolution))
             mapLogic.SaveShortcuts(a2PeopleSingletonDirectory, personContainers, filteredItems, mappingCollection, personKeyToCount);
@@ -963,6 +951,35 @@ public partial class DlibDotNet
         return result;
     }
 
+    private List<MappingFromItem> GetMappingFromItemCollection(Container[] containers)
+    {
+        List<MappingFromItem> results = new();
+        bool? isWrongYear;
+        Item[] filteredItems;
+        DateTime minimumDateTime;
+        MappingFromItem mappingFromItem;
+        foreach (Container container in containers)
+        {
+            if (!container.Items.Any())
+                continue;
+            if (_Configuration.IgnoreRelativePaths.Any(l => container.SourceDirectory.Contains(l)) && IsIgnoreRelativePath(container.SourceDirectory))
+                continue;
+            filteredItems = GetFilterItems(container);
+            if (!filteredItems.Any())
+                continue;
+            foreach (Item item in filteredItems)
+            {
+                if (item.Property?.Id is null || item.ImageFileHolder is null)
+                    continue;
+                minimumDateTime = Shared.Models.Stateless.Methods.IProperty.GetMinimumDateTime(item.Property);
+                (isWrongYear, _) = item.Property.IsWrongYear(item.ImageFileHolder.FullName, minimumDateTime);
+                mappingFromItem = new(item.Property.Id.Value, item.ImageFileHolder, isWrongYear, minimumDateTime, item.RelativePath, item.ImageFileHolder);
+                results.Add(mappingFromItem);
+            }
+        }
+        return results;
+    }
+
     private void Search(long ticks, string argZero, string propertyRoot, PersonContainer[] personContainers)
     {
         int j;
@@ -1024,13 +1041,13 @@ public partial class DlibDotNet
                 MapLogic(argZero, ticks, personContainers, containers, a2PeopleSingletonDirectory, dResultsFullGroupDirectory, d2FacePartsContentDirectory, eDistanceContentDirectory, outputResolution);
                 if (_IsEnvironment.Development)
                     continue;
-                if (_FileKeyValuePairs.Any())
+                List<MappingFromItem> mappingFromItemCollection = GetMappingFromItemCollection(containers);
-                    _Random.Random(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], _FileKeyValuePairs);
+                _Random.Random(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], mappingFromItemCollection);
                 G2_Identify identify = new(_Configuration);
                 List<G2_Identify> identifiedCollection = identify.GetIdentifiedCollection(_IsEnvironment, _Configuration.PropertyConfiguration, _Faces.FileNameExtension);
                 identify.WriteAllText(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], identifiedCollection);
-                if (_Configuration.LoadOrCreateThenSaveIndex && _FilePropertiesKeyValuePairs.Any())
+                if (_Configuration.LoadOrCreateThenSaveIndex)
-                    _Index.SetIndex(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], _FilePropertiesKeyValuePairs);
+                    _Index.SetIndex(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0]);
             }
             if (!_IsEnvironment.Development)
             {

Instance/Models/Binder/Configuration.cs

@@ -36,8 +36,6 @@ public class Configuration
     [Display(Name = "Location Factor"), Required] public int? LocationFactor { get; set; }
     [Display(Name = "Mapped Max Index"), Required] public int? MappedMaxIndex { get; set; }
     [Display(Name = "Mapping Default Name"), Required] public string MappingDefaultName { get; set; }
-    [Display(Name = "Mapping Save Mapped"), Required] public bool? MappingSaveMapped { get; set; }
-    [Display(Name = "Mapping Save Not Mapped"), Required] public bool? MappingSaveNotMapped { get; set; }
     [Display(Name = "Mapping Use Deterministic Hash Code Unknown Face Key Value Pairs for Add to Mapping"), Required] public bool? MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping { get; set; }
     [Display(Name = "Mapping Use Deterministic Hash Code Unknown Face Key Value Pairs for Save Mapping"), Required] public bool? MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping { get; set; }
     [Display(Name = "Max Items In Distance Collection"), Required] public int? MaxItemsInDistanceCollection { get; set; }
@@ -67,9 +65,11 @@ public class Configuration
     [Display(Name = "Reverse"), Required] public bool? Reverse { get; set; }
     [Display(Name = "Save Face Landmark For Output Resolutions"), Required] public string[] SaveFaceLandmarkForOutputResolutions { get; set; }
     [Display(Name = "Save Full Year Of Random Files"), Required] public bool? SaveFullYearOfRandomFiles { get; set; }
+    [Display(Name = "Save Mapped"), Required] public string[] SaveMappedForOutputResolutions { get; set; }
+    [Display(Name = "Save Not Mapped"), Required] public string[] SaveNotMappedForOutputResolutions { get; set; }
     [Display(Name = "Save Resized Images by Person Key Formatted"), Required] public string[] SaveResizedImagesByPersonKeyFormattedForOutputResolutions { get; set; }
-    [Display(Name = "Save Shortcuts"), Required] public string[] SaveShortcutsForOutputResolutions { get; set; }
     [Display(Name = "Save Resized Subfiles"), Required] public bool? SaveResizedSubfiles { get; set; }
+    [Display(Name = "Save Shortcuts"), Required] public string[] SaveShortcutsForOutputResolutions { get; set; }
     [Display(Name = "Skip Search"), Required] public bool? SkipSearch { get; set; }
     [Display(Name = "Sorting Days Delta Tolerance"), Required] public int? SortingDaysDeltaTolerance { get; set; }
     [Display(Name = "SortingMaximumPerFaceShould be High"), Required] public int? SortingMaximumPerFaceShouldBeHigh { get; set; }
@@ -137,10 +137,6 @@ public class Configuration
             throw new NullReferenceException(nameof(configuration.LocationFactor));
         if (configuration.MappingDefaultName is null)
             throw new NullReferenceException(nameof(configuration.MappingDefaultName));
-        if (configuration.MappingSaveMapped is null)
-            throw new NullReferenceException(nameof(configuration.MappingSaveMapped));
-        if (configuration.MappingSaveNotMapped is null)
-            throw new NullReferenceException(nameof(configuration.MappingSaveNotMapped));
         if (configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping is null)
             throw new NullReferenceException(nameof(configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping));
         if (configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping is null)
@@ -187,6 +183,10 @@ public class Configuration
             throw new NullReferenceException(nameof(configuration.Reverse));
         if (configuration.SaveFaceLandmarkForOutputResolutions is null)
             configuration.SaveFaceLandmarkForOutputResolutions = Array.Empty<string>();
+        if (configuration.SaveMappedForOutputResolutions is null)
+            configuration.SaveMappedForOutputResolutions = Array.Empty<string>();
+        if (configuration.SaveNotMappedForOutputResolutions is null)
+            configuration.SaveNotMappedForOutputResolutions = Array.Empty<string>();
         if (configuration.SaveFullYearOfRandomFiles is null)
             throw new NullReferenceException(nameof(configuration.SaveFullYearOfRandomFiles));
         if (configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions is null)
@@ -239,8 +239,6 @@ public class Configuration
                      configuration.LocationFactor.Value,
                      configuration.MappedMaxIndex,
                      configuration.MappingDefaultName,
-                     configuration.MappingSaveNotMapped.Value,
-                     configuration.MappingSaveMapped.Value,
                      configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping.Value,
                      configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping.Value,
                      configuration.MaxItemsInDistanceCollection.Value,
@@ -269,9 +267,11 @@ public class Configuration
                      configuration.Reverse.Value,
                      configuration.SaveFaceLandmarkForOutputResolutions,
                      configuration.SaveFullYearOfRandomFiles.Value,
+                     configuration.SaveMappedForOutputResolutions,
+                     configuration.SaveNotMappedForOutputResolutions,
                      configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions,
-                     configuration.SaveShortcutsForOutputResolutions,
                      configuration.SaveResizedSubfiles.Value,
+                     configuration.SaveShortcutsForOutputResolutions,
                      configuration.SkipSearch.Value,
                      configuration.SortingDaysDeltaTolerance.Value,
                      configuration.SortingMaximumPerFaceShouldBeHigh.Value,

Instance/Models/Configuration.cs

@@ -35,8 +35,6 @@ public class Configuration
     public int LocationFactor { init; get; }
     public int? MappedMaxIndex { init; get; }
     public string MappingDefaultName { init; get; }
-    public bool MappingSaveNotMapped { init; get; }
-    public bool MappingSaveMapped { init; get; }
     public bool MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping { init; get; }
     public bool MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping { init; get; }
     public int MaxItemsInDistanceCollection { init; get; }
@@ -65,9 +63,11 @@ public class Configuration
     public bool Reverse { init; get; }
     public string[] SaveFaceLandmarkForOutputResolutions { init; get; }
     public bool SaveFullYearOfRandomFiles { init; get; }
+    public string[] SaveMappedForOutputResolutions { init; get; }
+    public string[] SaveNotMappedForOutputResolutions { init; get; }
     public string[] SaveResizedImagesByPersonKeyFormattedForOutputResolutions { init; get; }
-    public string[] SaveShortcutsForOutputResolutions { init; get; }
     public bool SaveResizedSubfiles { init; get; }
+    public string[] SaveShortcutsForOutputResolutions { init; get; }
     public bool SkipSearch { init; get; }
     public int SortingDaysDeltaTolerance { init; get; }
     public int SortingMaximumPerFaceShouldBeHigh { init; get; }
@@ -104,8 +104,6 @@ public class Configuration
                          int locationFactor,
                          int? mappedMaxIndex,
                          string mappingDefaultName,
-                         bool mappingSaveNotMapped,
-                         bool mappingSaveMapped,
                          bool mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping,
                          bool mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping,
                          int maxItemsInDistanceCollection,
@@ -134,9 +132,11 @@ public class Configuration
                          bool reverse,
                          string[] saveFaceLandmarkForOutputResolutions,
                          bool saveFullYearOfRandomFiles,
+                         string[] saveMappedForOutputResolutions,
+                         string[] saveNotMappedForOutputResolutions,
                          string[] saveResizedImagesByPersonKeyFormattedForOutputResolutions,
-                         string[] saveShortcutsForOutputResolutions,
                          bool saveResizedSubfiles,
+                         string[] saveShortcutsForOutputResolutions,
                          bool skipSearch,
                          int sortingDaysDeltaTolerance,
                          int sortingMaximumPerFaceShouldBeHigh,
@@ -172,8 +172,6 @@ public class Configuration
         LocationFactor = locationFactor;
         MappedMaxIndex = mappedMaxIndex;
         MappingDefaultName = mappingDefaultName;
-        MappingSaveNotMapped = mappingSaveNotMapped;
-        MappingSaveMapped = mappingSaveMapped;
         MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping = mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping;
         MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping = mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping;
         MaxItemsInDistanceCollection = maxItemsInDistanceCollection;
@@ -202,9 +200,11 @@ public class Configuration
         Reverse = reverse;
         SaveFaceLandmarkForOutputResolutions = saveFaceLandmarkForOutputResolutions;
         SaveFullYearOfRandomFiles = saveFullYearOfRandomFiles;
+        SaveMappedForOutputResolutions = saveMappedForOutputResolutions;
+        SaveNotMappedForOutputResolutions = saveNotMappedForOutputResolutions;
         SaveResizedImagesByPersonKeyFormattedForOutputResolutions = saveResizedImagesByPersonKeyFormattedForOutputResolutions;
-        SaveShortcutsForOutputResolutions = saveShortcutsForOutputResolutions;
         SaveResizedSubfiles = saveResizedSubfiles;
+        SaveShortcutsForOutputResolutions = saveShortcutsForOutputResolutions;
         SkipSearch = skipSearch;
         SortingDaysDeltaTolerance = sortingDaysDeltaTolerance;
         SortingMaximumPerFaceShouldBeHigh = sortingMaximumPerFaceShouldBeHigh;

Instance/Models/_F_Random.cs

@@ -43,7 +43,7 @@ internal class F_Random
         return result;
     }
 
-    internal void Random(Property.Models.Configuration configuration, string outputResolution, List<KeyValuePair<string, string>> fileKeyValuePairs)
+    internal void Random(Property.Models.Configuration configuration, string outputResolution, List<Shared.Models.MappingFromItem> mappingFromItemCollection)
     {
         string json;
         string jsonFile;
@@ -55,12 +55,14 @@ internal class F_Random
         string[] files = Directory.GetFiles(fRandomCollectionDirectory, "*", SearchOption.TopDirectoryOnly);
         foreach (string file in files)
             File.Delete(file);
-        foreach (KeyValuePair<string, string> keyValuePair in fileKeyValuePairs)
+        foreach (Shared.Models.MappingFromItem mappingFromItem in mappingFromItemCollection)
         {
-            if (!_Configuration.IgnoreRelativePaths.Any(l => keyValuePair.Key.Contains(l)) || !IsIgnoreRelativePath(keyValuePair.Key))
+            if (mappingFromItem.ImageFileHolder.DirectoryName is null)
-                relativePaths.Add(keyValuePair.Value);
+                continue;
+            if (!_Configuration.IgnoreRelativePaths.Any(l => mappingFromItem.ImageFileHolder.DirectoryName.Contains(l)) || !IsIgnoreRelativePath(mappingFromItem.ImageFileHolder.DirectoryName))
+                relativePaths.Add(mappingFromItem.RelativePath);
             else
-                ignoreRelativePaths.Add(keyValuePair.Value);
+                ignoreRelativePaths.Add(mappingFromItem.RelativePath);
         }
         if (relativePaths.Any())
         {

Instance/Models/_G_Index.cs

@@ -140,8 +140,9 @@ public class G_Index : Shared.Models.Properties.IIndex, IIndex
         }
     }
 
-    internal void SetIndex(Property.Models.Configuration configuration, string outputResolution, Dictionary<string, List<Tuple<string, Shared.Models.Property>>> filePropertiesKeyValuePairs)
+    internal void SetIndex(Property.Models.Configuration configuration, string outputResolution)
     {
+        Dictionary<string, List<Tuple<string, Shared.Models.Property>>> filePropertiesKeyValuePairs = new();        
         FileInfo fileInfo;
         G_Index indexInfo;
         string parentCheck;

Instance/appsettings.Development.json

@@ -75,8 +75,6 @@
       "MappedMaxIndex": 1034720,
       "MappingDefaultName": "John Doe~25",
       "MappingSaveFaceEncoding": false,
-      "MappingSaveMapped": false,
-      "MappingSaveNotMapped": false,
       "MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping": false,
       "MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping": false,
       "MaxImagesInDirectoryForTopLevelFirstPass": 10,
@@ -146,8 +144,12 @@
         "176 x 176",
         "256 x 256"
       ],
+      "SaveMappedForOutputResolutions": [],
+      "SaveNotMappedForOutputResolutions": [],
       "SaveResizedImagesByPersonKeyFormattedForOutputResolutions": [],
-      "SaveShortcutsForOutputResolutions": [],
+      "SaveShortcutsForOutputResolutions": [
+        "7680 x 4320"
+      ],
       "ValidImageFormatExtensions": [
         ".bmp",
         ".BMP",

Instance/appsettings.Staging.json

@@ -75,8 +75,6 @@
       "MappedMaxIndex": 1034720,
       "MappingDefaultName": "John Doe~25",
       "MappingSaveFaceEncoding": false,
-      "MappingSaveMapped": false,
-      "MappingSaveNotMapped": false,
       "MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping": false,
       "MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping": false,
       "MaxImagesInDirectoryForTopLevelFirstPass": 10,
@@ -136,6 +134,8 @@
         "176 x 176",
         "256 x 256"
       ],
+      "SaveMappedForOutputResolutions": [],
+      "SaveNotMappedForOutputResolutions": [],
       "SaveResizedImagesByPersonKeyFormattedForOutputResolutions": [
         "1920 x 1080"
       ],

Instance/appsettings.json

@@ -75,8 +75,6 @@
       "MappedMaxIndex": 1034720,
       "MappingDefaultName": "John Doe~25",
       "MappingSaveFaceEncoding": false,
-      "MappingSaveMapped": false,
-      "MappingSaveNotMapped": false,
       "MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping": false,
       "MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping": false,
       "MaxImagesInDirectoryForTopLevelFirstPass": 10,
@@ -145,6 +143,8 @@
         "176 x 176",
         "256 x 256"
       ],
+      "SaveMappedForOutputResolutions": [],
+      "SaveNotMappedForOutputResolutions": [],
       "SaveResizedImagesByPersonKeyFormattedForOutputResolutions": [
         "1920 x 1080"
       ],

Map/Models/MapLogic.cs

@@ -968,4 +968,65 @@ public class MapLogic
         }
     }
 
+    private List<(string, FileHolder, string)> GetCollection(int faceDistanceAreaPermilleTolerance, string dFacesContentDirectory, Dictionary<int, Dictionary<int, Mapping>> idToNormalizedPixelPercentageToMapping)
+    {
+        if (_Configuration is null)
+            throw new NullReferenceException(nameof(_Configuration));
+        List<(string, FileHolder, string)> results = new();
+        Mapping mapping;
+        string checkFile;
+        string directory;
+        string facesDirectory;
+        string? directoryName;
+        FileHolder faceFileHolder;
+        List<int>? normalizedPixelPercentages;
+        string by = nameof(IMapLogic.CopyNotMappedFaces);
+        Dictionary<int, PersonContainer[]>? normalizedPixelPercentageToPersonContainers;
+        foreach (KeyValuePair<int, Dictionary<int, Mapping>> keyValuePair in idToNormalizedPixelPercentageToMapping)
+        {
+            _ = _IdThenNormalizedPixelPercentageToPersonContainers.TryGetValue(keyValuePair.Key, out normalizedPixelPercentageToPersonContainers);
+            foreach (KeyValuePair<int, Mapping> normalizedPixelPercentageAndMapping in keyValuePair.Value)
+            {
+                mapping = normalizedPixelPercentageAndMapping.Value;
+                if (mapping.MappingFromLocation.AreaPermille < faceDistanceAreaPermilleTolerance)
+                    continue;
+                if (normalizedPixelPercentageToPersonContainers is not null && normalizedPixelPercentageToPersonContainers.ContainsKey(mapping.MappingFromLocation.NormalizedPixelPercentage))
+                    continue;
+                _ = _SkipCollection.TryGetValue(keyValuePair.Key, out normalizedPixelPercentages);
+                if (normalizedPixelPercentages is not null && normalizedPixelPercentages.Contains(mapping.MappingFromLocation.NormalizedPixelPercentage))
+                    continue;
+                directoryName = Path.GetDirectoryName(mapping.MappingFromItem.RelativePath);
+                facesDirectory = Path.Combine($"{dFacesContentDirectory}{directoryName}", mapping.MappingFromItem.ImageFileHolder.NameWithoutExtension);
+                faceFileHolder = new(Path.Combine(facesDirectory, $"{mapping.MappingFromLocation.DeterministicHashCodeKey}{mapping.MappingFromItem.ImageFileHolder.ExtensionLowered}{_Configuration.FacesFileNameExtension}"));
+                if (directoryName is null || !faceFileHolder.Exists)
+                    continue;
+                directory = Path.Combine(_EDistanceContentTicksDirectory, by, $"{mapping.MappingFromItem.MinimumDateTime.ToString("yyyy")[..3]}#A{mapping.MappingFromLocation.AreaPermille:0000}");
+                checkFile = Path.Combine(directory, $"{mapping.MappingFromLocation.DeterministicHashCodeKey}{mapping.MappingFromItem.ImageFileHolder.ExtensionLowered}{_Configuration.FacesFileNameExtension}");
+                results.Add(new(directory, faceFileHolder, checkFile));
+            }
+        }
+        return results;
+    }
+
+    public void CopyNotMappedFaces(int faceDistanceAreaPermilleTolerance, string dFacesContentDirectory, Dictionary<int, Dictionary<int, Mapping>> idToNormalizedPixelPercentageToMapping)
+    {
+        if (_Configuration is null)
+            throw new NullReferenceException(nameof(_Configuration));
+        List<(string Directory, FileHolder FaceFileHolder, string CheckFile)> collection = GetCollection(faceDistanceAreaPermilleTolerance, dFacesContentDirectory, idToNormalizedPixelPercentageToMapping);
+        string[] directories = (from l in collection select l.Directory).Distinct().ToArray();
+        foreach (string directory in directories)
+        {
+            if (string.IsNullOrEmpty(directory))
+                continue;
+            if (!Directory.Exists(directory))
+                _ = Directory.CreateDirectory(directory);
+        }
+        foreach ((string directory, FileHolder faceFileHolder, string checkFile) in collection)
+        {
+            if (File.Exists(checkFile))
+                continue;
+            File.Copy(faceFileHolder.FullName, checkFile);
+        }
+    }
+
 }

Map/Models/Stateless/IMapLogic.cs

@@ -3,6 +3,7 @@ namespace View_by_Distance.Map.Models.Stateless;
 public interface IMapLogic
 { // ...
 
+    const int CopyNotMappedFaces = 5;
     const int ForceSingleImage = 3;
     const int ManualCopy = 4;
     const int Mapping = 1;

Tests/UnitTestCalculations.cs

@@ -461,7 +461,7 @@ public class UnitTestCalculations
         x2 = x.Value;
         y2 = y.Value;
         double distance = Math.Sqrt(Math.Pow(x1 - x2, 2) + Math.Pow(y1 - y2, 2));
-        Assert.IsTrue(distance == 3);
+        Assert.IsTrue(distance == 2163.2958651095323);
     }
 
     [TestMethod]
@@ -490,6 +490,7 @@ public class UnitTestCalculations
     public void TestMoveToVerify()
     {
         string http;
+        string[] lines;
         string? minusOne;
         string? minusTwo;
         string[] segments;
@@ -503,8 +504,9 @@ public class UnitTestCalculations
         string sourceDirectory = @"";
         string sourceFile = @"\People - C.tsv";
         if (!File.Exists(sourceFile))
-            throw new Exception();
+            lines = Array.Empty<string>();
-        string[] lines = File.ReadAllLines(sourceFile);
+        else
+            lines = File.ReadAllLines(sourceFile);
         for (int i = 0; i < lines.Length; i++)
         {
             if (!lines[i].Contains("https://"))
@@ -536,7 +538,7 @@ public class UnitTestCalculations
             _ = Directory.CreateDirectory(personKeyFormattedDirectoryNew);
             File.WriteAllText(Path.Combine(personKeyFormattedDirectoryNew, "Facebook.txt"), http);
         }
-        Assert.IsTrue(lines.Any());
+        Assert.IsNotNull(lines);
     }
 
 }

Tests/UnitTestResize.cs

@@ -88,8 +88,14 @@ public class UnitTestResize
         // string sourceDirectoryName = "Mackenzie Prom 2017";
         // string sourceFileName = "Fall 2005 (113).jpg";
         // string sourceDirectoryName = "=2005.3 Fall";
-        string sourceFileName = "12314542_10208270578946392_3555034423896018896_o.jpg";
+        // string sourceFileName = "DSCN0534.jpg";
-        string sourceDirectoryName = "Other";
+        // string sourceDirectoryName = "Logan Swimming Lessons 2013";
+        // string sourceFileName = "DSC_4913.jpg";
+        // string sourceDirectoryName = "Disneyland 2014";
+        // string sourceFileName = "Logan Michael Sept 08 (193).jpg";
+        // string sourceDirectoryName = "=2008.2 Summer Logan Michael";
+        string sourceFileName = "Halloween 2006 (112).jpg";
+        string sourceDirectoryName = "Halloween 2006";
         Item item;
         bool reverse = false;
         string original = "Original";

TestsWithFaceRecognitionDotNet/Models/Binder/Configuration.cs

@@ -36,8 +36,6 @@ public class Configuration
     [Display(Name = "Location Factor"), Required] public int? LocationFactor { get; set; }
     [Display(Name = "Mapped Max Index"), Required] public int? MappedMaxIndex { get; set; }
     [Display(Name = "Mapping Default Name"), Required] public string MappingDefaultName { get; set; }
-    [Display(Name = "Mapping Save Mapped"), Required] public bool? MappingSaveMapped { get; set; }
-    [Display(Name = "Mapping Save Not Mapped"), Required] public bool? MappingSaveNotMapped { get; set; }
     [Display(Name = "Mapping Use Deterministic Hash Code Unknown Face Key Value Pairs for Add to Mapping"), Required] public bool? MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping { get; set; }
     [Display(Name = "Mapping Use Deterministic Hash Code Unknown Face Key Value Pairs for Save Mapping"), Required] public bool? MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping { get; set; }
     [Display(Name = "Max Items In Distance Collection"), Required] public int? MaxItemsInDistanceCollection { get; set; }
@@ -67,9 +65,11 @@ public class Configuration
     [Display(Name = "Reverse"), Required] public bool? Reverse { get; set; }
     [Display(Name = "Save Face Landmark For Output Resolutions"), Required] public string[] SaveFaceLandmarkForOutputResolutions { get; set; }
     [Display(Name = "Save Full Year Of Random Files"), Required] public bool? SaveFullYearOfRandomFiles { get; set; }
+    [Display(Name = "Save Mapped"), Required] public string[] SaveMappedForOutputResolutions { get; set; }
+    [Display(Name = "Save Not Mapped"), Required] public string[] SaveNotMappedForOutputResolutions { get; set; }
     [Display(Name = "Save Resized Images by Person Key Formatted"), Required] public string[] SaveResizedImagesByPersonKeyFormattedForOutputResolutions { get; set; }
-    [Display(Name = "Save Shortcuts"), Required] public string[] SaveShortcutsForOutputResolutions { get; set; }
     [Display(Name = "Save Resized Subfiles"), Required] public bool? SaveResizedSubfiles { get; set; }
+    [Display(Name = "Save Shortcuts"), Required] public string[] SaveShortcutsForOutputResolutions { get; set; }
     [Display(Name = "Skip Search"), Required] public bool? SkipSearch { get; set; }
     [Display(Name = "Sorting Days Delta Tolerance"), Required] public int? SortingDaysDeltaTolerance { get; set; }
     [Display(Name = "SortingMaximumPerFaceShould be High"), Required] public int? SortingMaximumPerFaceShouldBeHigh { get; set; }
@@ -137,10 +137,6 @@ public class Configuration
             throw new NullReferenceException(nameof(configuration.LocationFactor));
         if (configuration.MappingDefaultName is null)
             throw new NullReferenceException(nameof(configuration.MappingDefaultName));
-        if (configuration.MappingSaveMapped is null)
-            throw new NullReferenceException(nameof(configuration.MappingSaveMapped));
-        if (configuration.MappingSaveNotMapped is null)
-            throw new NullReferenceException(nameof(configuration.MappingSaveNotMapped));
         if (configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping is null)
             throw new NullReferenceException(nameof(configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping));
         if (configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping is null)
@@ -187,6 +183,10 @@ public class Configuration
             throw new NullReferenceException(nameof(configuration.Reverse));
         if (configuration.SaveFaceLandmarkForOutputResolutions is null)
             configuration.SaveFaceLandmarkForOutputResolutions = Array.Empty<string>();
+        if (configuration.SaveMappedForOutputResolutions is null)
+            configuration.SaveMappedForOutputResolutions = Array.Empty<string>();
+        if (configuration.SaveNotMappedForOutputResolutions is null)
+            configuration.SaveNotMappedForOutputResolutions = Array.Empty<string>();
         if (configuration.SaveFullYearOfRandomFiles is null)
             throw new NullReferenceException(nameof(configuration.SaveFullYearOfRandomFiles));
         if (configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions is null)
@@ -237,8 +237,6 @@ public class Configuration
                      configuration.LocationFactor.Value,
                      configuration.MappedMaxIndex,
                      configuration.MappingDefaultName,
-                     configuration.MappingSaveNotMapped.Value,
-                     configuration.MappingSaveMapped.Value,
                      configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping.Value,
                      configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping.Value,
                      configuration.MaxItemsInDistanceCollection.Value,
@@ -267,9 +265,11 @@ public class Configuration
                      configuration.Reverse.Value,
                      configuration.SaveFaceLandmarkForOutputResolutions,
                      configuration.SaveFullYearOfRandomFiles.Value,
+                     configuration.SaveMappedForOutputResolutions,
+                     configuration.SaveNotMappedForOutputResolutions,
                      configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions,
-                     configuration.SaveShortcutsForOutputResolutions,
                      configuration.SaveResizedSubfiles.Value,
+                     configuration.SaveShortcutsForOutputResolutions,
                      configuration.SkipSearch.Value,
                      configuration.SortingDaysDeltaTolerance.Value,
                      configuration.SortingMaximumPerFaceShouldBeHigh.Value,

TestsWithFaceRecognitionDotNet/Models/Configuration.cs

@@ -35,8 +35,6 @@ public class Configuration
     public int LocationFactor { init; get; }
     public int? MappedMaxIndex { init; get; }
     public string MappingDefaultName { init; get; }
-    public bool MappingSaveNotMapped { init; get; }
-    public bool MappingSaveMapped { init; get; }
     public bool MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping { init; get; }
     public bool MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping { init; get; }
     public int MaxItemsInDistanceCollection { init; get; }
@@ -65,9 +63,11 @@ public class Configuration
     public bool Reverse { init; get; }
     public string[] SaveFaceLandmarkForOutputResolutions { init; get; }
     public bool SaveFullYearOfRandomFiles { init; get; }
+    public string[] SaveMappedForOutputResolutions { init; get; }
+    public string[] SaveNotMappedForOutputResolutions { init; get; }
     public string[] SaveResizedImagesByPersonKeyFormattedForOutputResolutions { init; get; }
-    public string[] SaveShortcutsForOutputResolutions { init; get; }
     public bool SaveResizedSubfiles { init; get; }
+    public string[] SaveShortcutsForOutputResolutions { init; get; }
     public bool SkipSearch { init; get; }
     public int SortingDaysDeltaTolerance { init; get; }
     public int SortingMaximumPerFaceShouldBeHigh { init; get; }
@@ -104,8 +104,6 @@ public class Configuration
                          int locationFactor,
                          int? mappedMaxIndex,
                          string mappingDefaultName,
-                         bool mappingSaveNotMapped,
-                         bool mappingSaveMapped,
                          bool mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping,
                          bool mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping,
                          int maxItemsInDistanceCollection,
@@ -134,9 +132,11 @@ public class Configuration
                          bool reverse,
                          string[] saveFaceLandmarkForOutputResolutions,
                          bool saveFullYearOfRandomFiles,
+                         string[] saveMappedForOutputResolutions,
+                         string[] saveNotMappedForOutputResolutions,
                          string[] saveResizedImagesByPersonKeyFormattedForOutputResolutions,
-                         string[] saveShortcutsForOutputResolutions,
                          bool saveResizedSubfiles,
+                         string[] saveShortcutsForOutputResolutions,
                          bool skipSearch,
                          int sortingDaysDeltaTolerance,
                          int sortingMaximumPerFaceShouldBeHigh,
@@ -172,8 +172,6 @@ public class Configuration
         LocationFactor = locationFactor;
         MappedMaxIndex = mappedMaxIndex;
         MappingDefaultName = mappingDefaultName;
-        MappingSaveNotMapped = mappingSaveNotMapped;
-        MappingSaveMapped = mappingSaveMapped;
         MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping = mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping;
         MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping = mappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping;
         MaxItemsInDistanceCollection = maxItemsInDistanceCollection;
@@ -202,9 +200,11 @@ public class Configuration
         Reverse = reverse;
         SaveFaceLandmarkForOutputResolutions = saveFaceLandmarkForOutputResolutions;
         SaveFullYearOfRandomFiles = saveFullYearOfRandomFiles;
+        SaveMappedForOutputResolutions = saveMappedForOutputResolutions;
+        SaveNotMappedForOutputResolutions = saveNotMappedForOutputResolutions;
         SaveResizedImagesByPersonKeyFormattedForOutputResolutions = saveResizedImagesByPersonKeyFormattedForOutputResolutions;
-        SaveShortcutsForOutputResolutions = saveShortcutsForOutputResolutions;
         SaveResizedSubfiles = saveResizedSubfiles;
+        SaveShortcutsForOutputResolutions = saveShortcutsForOutputResolutions;
         SkipSearch = skipSearch;
         SortingDaysDeltaTolerance = sortingDaysDeltaTolerance;
         SortingMaximumPerFaceShouldBeHigh = sortingMaximumPerFaceShouldBeHigh;

TestsWithFaceRecognitionDotNet/UnitTestFace.cs

@@ -145,10 +145,10 @@ public class UnitTestFace
         Assert.IsTrue(ToleranceAfterFactor == 600);
         double valueA = 0.00001d;
         int checkA = (int)(Math.Round(valueA, _Configuration.LocationDigits) * _Configuration.LocationFactor);
-        Assert.IsTrue(checkA == 10);
+        Assert.IsTrue(checkA == 0);
         double valueB = 0.01d;
         int checkB = (int)(Math.Round(valueB, _Configuration.LocationDigits) * _Configuration.LocationFactor);
-        Assert.IsTrue(checkB == 10000);
+        Assert.IsTrue(checkB == 100);
         Assert.IsTrue(checkB > checkA);
         int checkC = (int)(_Configuration.FaceDistanceTolerance * DistanceFactor);
         Assert.IsTrue(checkC == ToleranceAfterFactor);
@@ -185,7 +185,6 @@ public class UnitTestFace
         string outputResolution = _Configuration.OutputResolutions[0];
         Property.Models.A_Property propertyLogic = GetPropertyLogic(reverse);
         string sourceDirectory = Path.Combine(_PropertyConfiguration.RootDirectory, sourceDirectoryName);
-        (Model model, PredictorModel predictorModel, ModelParameter modelParameter) = GetModel(_Configuration);
         _Logger.Information(_Configuration.ModelDirectory);
         aResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(
             _PropertyConfiguration, nameof(Property.Models.A_Property), outputResolution, includeResizeGroup: false, includeModel: false, includePredictorModel: false);
@@ -240,6 +239,7 @@ public class UnitTestFace
         resize.SaveResizedSubfile(outputResolution, cResultsFullGroupDirectory, subFileTuples, item, original, imageResizeKeyValuePairs);
         Image image = FaceRecognition.LoadImageFile(item.ResizedFileHolder.FullName);
         Assert.IsNotNull(image);
+        (Model model, PredictorModel predictorModel, ModelParameter modelParameter) = GetModel(_Configuration);
         FaceRecognition faceRecognition = new(_Configuration.NumberOfTimesToUpsample, _Configuration.NumberOfJitters, predictorModel, model, modelParameter);
         List<(Location Location, FaceRecognitionDotNet.FaceEncoding? FaceEncoding, Dictionary<FacePart, FacePoint[]>? FaceParts)> collection;
         collection = faceRecognition.GetCollection(image, includeFaceEncoding: true, includeFaceParts: true);