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Re-Write without checking mapped

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This commit is contained in:
Mike Phares 2022-09-14 19:00:57 -07:00
parent 73de1070b8
commit ad28ab2d38
70 changed files with 1596 additions and 2342 deletions
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4
.vscode/settings.json vendored
View File

@ -18,9 +18,13 @@
"Greyscale",
"jfif",
"mmod",
"Nicéphore",
"Niépce",
"nosj",
"paramref",
"permyriad",
"Phares",
"Phgtv",
"RDHC",
"Rects",
"resnet",

36
FaceRecognitionDotNet/FaceRecognition.cs
View File

@ -413,22 +413,28 @@ public class FaceRecognition : DisposableObject
return null;
}
public static List<double> FaceDistances(IEnumerable<FaceEncoding> faceEncodings, FaceEncoding faceToCompare)
public static List<FaceDistance> FaceDistances(List<FaceDistance> faceDistances, FaceDistance faceDistanceToCompare)
{
List<double>? results = new();
if (faceEncodings is null)
throw new NullReferenceException(nameof(faceEncodings));
if (faceToCompare is null)
throw new NullReferenceException(nameof(faceToCompare));
faceToCompare.ThrowIfDisposed();
FaceEncoding[] array = faceEncodings.ToArray();
if (array.Any(encoding => encoding.IsDisposed))
throw new ObjectDisposedException($"{nameof(faceEncodings)} contains disposed object.");
if (array.Length == 0)
return results;
foreach (FaceEncoding faceEncoding in array)
using (Matrix<double> diff = faceEncoding.Encoding - faceToCompare.Encoding)
results.Add(DlibDotNet.Dlib.Length(diff));
List<FaceDistance> results = new();
if (faceDistances is null)
throw new NullReferenceException(nameof(faceDistances));
if (faceDistances.Count != 0)
{
double length;
FaceDistance result;
if (faceDistanceToCompare is null || faceDistanceToCompare.Encoding is not FaceEncoding faceEncodingToCompare)
throw new NullReferenceException(nameof(faceDistanceToCompare));
faceEncodingToCompare.ThrowIfDisposed();
foreach (FaceDistance faceDistance in faceDistances)
{
if (faceDistance.Encoding is not FaceEncoding faceEncoding || faceEncoding.IsDisposed)
throw new ObjectDisposedException($"{nameof(faceDistances)} contains disposed object.");
using (Matrix<double> diff = faceEncoding.Encoding - faceEncodingToCompare.Encoding)
length = DlibDotNet.Dlib.Length(diff);
result = new(faceDistance, length);
results.Add(result);
}
}
return results;
}

371
Instance/DlibDotNet.cs
View File

@ -26,7 +26,6 @@ public partial class DlibDotNet
private readonly A2_People _People;
private readonly E3_Rename _Rename;
private readonly B_Metadata _Metadata;
private readonly E_Distance _Distance;
private readonly Serilog.ILogger? _Log;
private readonly D2_FaceParts _FaceParts;
private readonly AppSettings _AppSettings;
@ -58,7 +57,6 @@ public partial class DlibDotNet
_Random = new F_Random(configuration);
_People = new A2_People(configuration);
_Rename = new E3_Rename(configuration);
_Distance = new E_Distance(configuration);
if (configuration.IgnoreExtensions is null)
throw new NullReferenceException(nameof(configuration.IgnoreExtensions));
string propertyRoot = Property.Models.Stateless.IResult.GetResultsGroupDirectory(propertyConfiguration, nameof(A_Property), create: false);
@ -115,14 +113,6 @@ public partial class DlibDotNet
_Log.Information(message);
if (_Exceptions.Count != 0)
throw new Exception(message);
if (!_FirstRun && configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions.Any())
{
long ticks = DateTime.Now.Ticks;
foreach (string outputResolution in configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions)
_Distance.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions(propertyConfiguration, model, predictorModel, outputResolution);
if (appSettings.MaxDegreeOfParallelism < 2)
ticks = LogDelta(ticks, nameof(E_Distance.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions));
}
if (_FirstRun)
_Log.Information("First run completed. Run again if wanted");
}
@ -210,8 +200,6 @@ public partial class DlibDotNet
throw new NullReferenceException($"{nameof(configuration.OutputResolutions)} must be a valid outputResolution!");
if ((from l in configuration.OutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
throw new Exception($"One or more {nameof(configuration.OutputResolutions)} are not in the ValidResolutions list!");
if ((from l in configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
throw new Exception($"One or more {nameof(configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions)} are not in the ValidResolutions list!");
if ((from l in configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
throw new Exception($"One or more {nameof(configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions)} are not in the ValidResolutions list!");
if ((from l in configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
@ -262,14 +250,14 @@ public partial class DlibDotNet
throw new Exception("Input directory should be the source and not a resized directory!");
}
private void FullParallelForWork(A_Property propertyLogic, string outputResolution, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string d2ResultsFullGroupDirectory, string eResultsFullGroupDirectory, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileHolder?> propertyFileHolderCollection, List<Shared.Models.Property?> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollections, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<Face>?> imageFaceCollections, List<bool> faceEncodingRequired, Container container, int index, Item item)
private void FullParallelForWork(A_Property propertyLogic, string outputResolution, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string d2ResultsFullGroupDirectory, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileHolder?> propertyFileHolderCollection, List<Shared.Models.Property?> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollections, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<Face>?> imageFaceCollections, Container container, int index, Item item)
{
if (item.ImageFileHolder is null)
throw new NullReferenceException(nameof(item.ImageFileHolder));
Shared.Models.Property property;
List<Face>? faceCollection;
string original = "Original";
FileHolder? resizedFileHolder;
Shared.Models.Property property;
long ticks = DateTime.Now.Ticks;
DateTime dateTime = DateTime.Now;
List<string> parseExceptions = new();
@ -332,12 +320,12 @@ public partial class DlibDotNet
{
bool saveRotated = _Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution);
_FaceParts.SaveFaceLandmarkImages(d2ResultsFullGroupDirectory, container, subFileTuples, parseExceptions, item, faceCollection, saveRotated);
string sourceDirectorySegment = Property.Models.Stateless.IResult.GetRelativePath(_Configuration.PropertyConfiguration, container.SourceDirectory);
string facesDirectory = Path.GetFullPath(Path.Combine($"{Path.Combine(d2ResultsFullGroupDirectory, "()")}{sourceDirectorySegment}", item.ImageFileHolder.NameWithoutExtension));
_FaceParts.SaveFaceLandmarkImages(facesDirectory, subFileTuples, parseExceptions, item, faceCollection, saveRotated);
if (_AppSettings.MaxDegreeOfParallelism < 2)
ticks = LogDelta(ticks, nameof(D2_FaceParts.SaveFaceLandmarkImages));
}
if (_Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution))
_Distance.GetFaceDistances(eResultsFullGroupDirectory, faceEncodingRequired, subFileTuples, parseExceptions, item, faceCollection);
}
lock (sourceDirectoryChanges)
{
@ -350,11 +338,11 @@ public partial class DlibDotNet
}
}
private int FullParallelWork(long ticks, A_Property propertyLogic, string outputResolution, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string d2ResultsFullGroupDirectory, string eResultsFullGroupDirectory, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileHolder?> propertyFileHolderCollection, List<Shared.Models.Property?> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollection, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<Face>?> imageFaceCollections, List<bool> faceEncodingRequired, int containersCount, Container container, Item[] filteredItems)
private int FullParallelWork(long ticks, A_Property propertyLogic, string outputResolution, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string d2ResultsFullGroupDirectory, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileHolder?> propertyFileHolderCollection, List<Shared.Models.Property?> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollection, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<Face>?> imageFaceCollections, int containersCount, Container container, Item[] filteredItems)
{
int result = 0;
if (_Log is null)
throw new NullReferenceException(nameof(_Log));
int result = 0;
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = _AppSettings.MaxDegreeOfParallelism };
ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
if (imageFaceCollections.Count != filteredItems.Length || metadataCollection.Count != filteredItems.Length || resizeKeyValuePairs.Count != filteredItems.Length || propertyCollection.Count != filteredItems.Length)
@ -370,13 +358,12 @@ public partial class DlibDotNet
}
int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
string message = $"{container.R:000}.{container.G} / {containersCount:000}) {filteredItems.Length:000} file(s) - {totalSeconds} total second(s) - {outputResolution} - {container.SourceDirectory}";
using (ProgressBar progressBar = new(filteredItems.Length, message, options))
{
using ProgressBar progressBar = new(filteredItems.Length, message, options);
_ = Parallel.For(0, filteredItems.Length, parallelOptions, (i, state) =>
{
try
{
FullParallelForWork(propertyLogic, outputResolution, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, eResultsFullGroupDirectory, sourceDirectoryChanges, propertyFileHolderCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, faceEncodingRequired, container, index: i, filteredItems[i]);
FullParallelForWork(propertyLogic, outputResolution, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, sourceDirectoryChanges, propertyFileHolderCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, container, index: i, filteredItems[i]);
if (i == 0 || sourceDirectoryChanges.Any())
progressBar.Tick();
}
@ -388,7 +375,6 @@ public partial class DlibDotNet
throw new Exception(string.Concat("All in [", container.SourceDirectory, "] failed!"));
}
});
}
return result;
}
@ -524,15 +510,12 @@ public partial class DlibDotNet
return new(aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, eResultsFullGroupDirectory);
}
private void SetAngleBracketCollections(Property.Models.Configuration configuration, A_Property propertyLogic, string outputResolution, Container container, string aResultsFullGroupDirectory, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string eResultsFullGroupDirectory, bool onlyE)
private void SetAngleBracketCollections(Property.Models.Configuration configuration, A_Property propertyLogic, string outputResolution, Container container, string aResultsFullGroupDirectory, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string d2ResultsFullGroupDirectory, string eResultsFullGroupDirectory)
{
_Faces.AngleBracketCollection.Clear();
_Resize.AngleBracketCollection.Clear();
_Metadata.AngleBracketCollection.Clear();
_Distance.AngleBracketCollection.Clear();
propertyLogic.AngleBracketCollection.Clear();
if (!onlyE)
{
propertyLogic.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
container.SourceDirectory,
aResultsFullGroupDirectory,
@ -562,150 +545,29 @@ public partial class DlibDotNet
singletonDescription: string.Empty,
collectionDescription: "For each image a json file with all faces found",
converted: true));
}
if (_Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution))
_ = Property.Models.Stateless.IResult.GetDirectoryInfoCollection(
_Configuration.PropertyConfiguration,
container.SourceDirectory,
d2ResultsFullGroupDirectory,
contentDescription: "n x 2 gif file(s) for each face found",
singletonDescription: string.Empty,
collectionDescription: string.Empty,
converted: false);
if (_Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution))
_Distance.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
_ = Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
container.SourceDirectory,
eResultsFullGroupDirectory,
contentDescription: string.Empty,
singletonDescription: "n json file(s) for each face found",
collectionDescription: string.Empty,
converted: true));
}
private (Sorting Sorting, FaceRecognitionDotNet.FaceEncoding FaceEncoding)[] GetValues(string argZero, Container[] containers)
{
(Sorting Sorting, FaceRecognitionDotNet.FaceEncoding FaceEncoding)[] results;
Sorting sorting;
Item[] filteredItems;
List<(Sorting Sorting, FaceRecognitionDotNet.FaceEncoding FaceEncoding)> collection = new();
foreach (Container container in containers)
{
if (!container.Items.Any())
continue;
if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero))
continue;
filteredItems = (from l in container.Items where l.ImageFileHolder is not null && (l.Abandoned is null || !l.Abandoned.Value) && l.ValidImageFormatExtension && !_Configuration.IgnoreExtensions.Contains(l.ImageFileHolder.ExtensionLowered) select l).ToArray();
if (!filteredItems.Any())
continue;
foreach (Item item in filteredItems)
{
if (item.Property?.Id is null || item.ImageFileHolder is null || item.ResizedFileHolder is null)
continue;
if (!item.Faces.Any())
continue;
foreach (Face face in item.Faces)
{
if (face.FaceEncoding is null || face.Location?.Confidence is null || face.Location?.NormalizedPixelPercentage is null)
continue;
if (!face.Tags.Any() || face.Tags[0] is not FaceRecognitionDotNet.FaceEncoding faceEncoding)
continue;
sorting = new(face.Location.Confidence, item.Property.Id.Value, face.Location.NormalizedPixelPercentage.Value);
collection.Add(new(sorting, faceEncoding));
face.Tags.Clear();
}
}
}
results = (from l in collection orderby l.FaceEncoding is not null, l.Sorting.Id select l).ToArray();
if (results.Any() && results[0].FaceEncoding is null)
throw new Exception("Sorting failed!");
return results;
}
private void SaveFaceNumbers(string eResultsFullGroupDirectory, Item item, (Sorting Sorting, FaceRecognitionDotNet.FaceEncoding FaceEncoding)[] inputCollection, List<FaceRecognitionDotNet.FaceEncoding> faceEncodings)
{
Sorting sorting;
List<double> doubles;
List<int[]> faceNumbers;
List<Sorting> sortingOutputCollection;
FaceRecognitionDotNet.FaceEncoding faceEncoding;
if (item.Property?.Id is null || item.ImageFileHolder is null || item.ResizedFileHolder is null)
throw new Exception();
foreach (Face face in item.Faces)
{
if (face.FaceEncoding is null || face.Location?.Confidence is null || face.Location?.NormalizedPixelPercentage is null)
continue;
sortingOutputCollection = new();
faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
doubles = FaceRecognition.FaceDistances(faceEncodings, faceEncoding);
for (int j = 0; j < doubles.Count; j++)
{
sorting = new(inputCollection[j].Sorting, doubles[j]);
lock (sortingOutputCollection)
sortingOutputCollection.Add(sorting);
}
faceNumbers = Shared.Models.Stateless.Methods.ISorting.GetFaceNumbers(sortingOutputCollection);
lock (face)
face.SetFaceNumbers(faceNumbers);
_Distance.SaveFaceNumbers(eResultsFullGroupDirectory, item, face, faceNumbers);
}
}
private void SaveFaceNumbers(string argZero, A_Property propertyLogic, string outputResolution, string aResultsFullGroupDirectory, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string eResultsFullGroupDirectory, Container[] containers, (Sorting Sorting, FaceRecognitionDotNet.FaceEncoding FaceEncoding)[] collection)
{
if (collection.Any() && collection[0].FaceEncoding is null)
throw new Exception("Sorting failed!");
Item[] filteredItems;
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = _AppSettings.MaxDegreeOfParallelism };
foreach (Container container in containers)
{
if (!container.Items.Any())
continue;
if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero))
continue;
filteredItems = (from l in container.Items where l.ImageFileHolder is not null && (l.Abandoned is null || !l.Abandoned.Value) && l.ValidImageFormatExtension && !_Configuration.IgnoreExtensions.Contains(l.ImageFileHolder.ExtensionLowered) select l).ToArray();
if (!filteredItems.Any())
continue;
List<FaceRecognitionDotNet.FaceEncoding> faceEncodings = new();
foreach ((Sorting _, FaceRecognitionDotNet.FaceEncoding faceEncoding) in collection)
{
if (faceEncoding is null)
continue;
faceEncodings.Add(faceEncoding);
}
SetAngleBracketCollections(_Configuration.PropertyConfiguration, propertyLogic, outputResolution, container, aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, eResultsFullGroupDirectory, onlyE: true);
_ = Parallel.For(0, filteredItems.Length, parallelOptions, (i, state) => SaveFaceNumbers(eResultsFullGroupDirectory, filteredItems[i], collection, faceEncodings));
}
}
private static void SetFaceTags(Item item)
{
FaceRecognitionDotNet.FaceEncoding faceEncoding;
foreach (Face face in item.Faces)
{
if (face.FaceEncoding is null || face.Location?.Confidence is null || face.Location?.NormalizedPixelPercentage is null)
continue;
faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
lock (face.Tags)
face.Tags.Add(faceEncoding);
}
}
private void SetFaceTags(string argZero, List<bool> faceEncodingRequired, Container[] containers)
{
Item[] filteredItems;
faceEncodingRequired.Clear();
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = _AppSettings.MaxDegreeOfParallelism };
foreach (Container container in containers)
{
if (!container.Items.Any())
continue;
if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero))
continue;
filteredItems = (from l in container.Items where l.ImageFileHolder is not null && (l.Abandoned is null || !l.Abandoned.Value) && l.ValidImageFormatExtension && !_Configuration.IgnoreExtensions.Contains(l.ImageFileHolder.ExtensionLowered) select l).ToArray();
if (!filteredItems.Any())
continue;
_ = Parallel.For(0, filteredItems.Length, parallelOptions, (i, state) => SetFaceTags(filteredItems[i]));
}
converted: true);
}
private void FullDoWork(string argZero, Model? model, PredictorModel? predictorModel, string propertyRoot, long ticks, MapLogic mapLogic, A_Property propertyLogic, Container[] containers)
{
if (_Log is null)
throw new NullReferenceException(nameof(_Log));
int[] ids;
bool needToSave;
int distinctCount;
int exceptionCount;
Item[] filteredItems;
string aResultsFullGroupDirectory;
@ -714,7 +576,6 @@ public partial class DlibDotNet
string dResultsFullGroupDirectory;
string eResultsFullGroupDirectory;
string d2ResultsFullGroupDirectory;
List<bool> faceEncodingRequired = new();
Shared.Models.Property[] propertyCollection;
List<List<Face>?> imageFaceCollections = new();
List<FileHolder?> propertyFileHolderCollection = new();
@ -726,7 +587,6 @@ public partial class DlibDotNet
foreach (string outputResolution in _Configuration.OutputResolutions)
{
_FileKeyValuePairs.Clear();
faceEncodingRequired.Clear();
_FilePropertiesKeyValuePairs.Clear();
(aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, eResultsFullGroupDirectory) = GetResultsFullGroupDirectories(_Configuration.PropertyConfiguration, model, predictorModel, outputResolution);
foreach (Container container in containers)
@ -744,14 +604,8 @@ public partial class DlibDotNet
sourceDirectoryChanges.Clear();
nullablePropertyCollection.Clear();
propertyFileHolderCollection.Clear();
SetAngleBracketCollections(_Configuration.PropertyConfiguration, propertyLogic, outputResolution, container, aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, eResultsFullGroupDirectory, onlyE: false);
exceptionCount = FullParallelWork(ticks, propertyLogic, outputResolution, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, eResultsFullGroupDirectory, sourceDirectoryChanges, propertyFileHolderCollection, nullablePropertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, faceEncodingRequired, containers.Length, container, filteredItems);
#pragma warning disable
ids = (from l in filteredItems where l.Property?.Id is not null select l.Property.Id.Value).ToArray();
#pragma warning restore
distinctCount = ids.Distinct().Count();
if (ids.Length != distinctCount)
_Log.Information($"{ids.Length} != {distinctCount} <{container.SourceDirectory}>");
SetAngleBracketCollections(_Configuration.PropertyConfiguration, propertyLogic, outputResolution, container, aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, eResultsFullGroupDirectory);
exceptionCount = FullParallelWork(ticks, propertyLogic, outputResolution, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, sourceDirectoryChanges, propertyFileHolderCollection, nullablePropertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, containers.Length, container, filteredItems);
if (metadataCollection.Count != filteredItems.Length || nullablePropertyCollection.Count != filteredItems.Length || resizeKeyValuePairs.Count != filteredItems.Length || imageFaceCollections.Count != filteredItems.Length)
throw new Exception("Counts don't match!");
if (exceptionCount != 0)
@ -761,8 +615,6 @@ public partial class DlibDotNet
propertyCollection = (from l in nullablePropertyCollection where l is not null select l).ToArray();
if (_ArgZeroIsConfigurationRootDirectory && exceptionCount == 0)
WriteGroup(_Configuration.PropertyConfiguration, propertyLogic, propertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, outputResolution, container, filteredItems);
if (false && exceptionCount == 0 && _Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution))
_Distance.LoadOrCreateThenSaveDistanceResults(_Configuration.PropertyConfiguration, eResultsFullGroupDirectory, outputResolution, container, sourceDirectoryChanges, filteredItems);
if (Directory.GetFiles(propertyRoot, "*.txt", SearchOption.TopDirectoryOnly).Any())
{
for (int y = 0; y < int.MaxValue; y++)
@ -786,78 +638,8 @@ public partial class DlibDotNet
// if (isSilent && container.SourceDirectory.EndsWith("Texas 2015")) //46#.4
// break;
}
if (_Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution))
{
needToSave = faceEncodingRequired.Any();
if (needToSave)
SetFaceTags(argZero, faceEncodingRequired, containers);
if (faceEncodingRequired.Any())
throw new Exception("Why!");
if (needToSave)
{
(Sorting Sorting, FaceRecognitionDotNet.FaceEncoding FaceEncoding)[] collection = GetValues(argZero, containers);
SaveFaceNumbers(argZero, propertyLogic, outputResolution, aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, eResultsFullGroupDirectory, containers, collection);
}
}
}
}
private static List<(string, int, Mapping, DateTime, bool?, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>)> Convert(Dictionary<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> keyValuePairs)
{
List<(string, int, Mapping, DateTime, bool?, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>)> results = new();
MappingContainer mc;
foreach (KeyValuePair<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> keyValuePair in keyValuePairs)
{
foreach ((FaceRecognitionDotNet.FaceEncoding _, MappingContainer mappingContainer) in keyValuePair.Value)
{
mc = mappingContainer;
results.Add(new(mc.Key, mc.Id, mc.Mapping, mc.MinimumDateTime, mc.IsWrongYear, keyValuePair.Value));
}
}
return results;
}
private static Dictionary<int, List<MappingContainer>> Strip(Dictionary<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> keyValuePairs)
{
Dictionary<int, List<MappingContainer>> results = new();
foreach (KeyValuePair<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> keyValuePair in keyValuePairs)
{
foreach ((FaceRecognitionDotNet.FaceEncoding _, MappingContainer mappingContainer) in keyValuePair.Value)
{
if (!results.ContainsKey(mappingContainer.Id))
results.Add(mappingContainer.Id, new());
results[mappingContainer.Id].Add(mappingContainer);
}
}
return results;
}
private void MapLogic(long ticks, string dResultsFullGroupDirectory, string d2ResultsFullGroupDirectory, MapLogic mapLogic, string outputResolution, Item[] items, int totalNotMapped)
{
mapLogic.UseKeyValuePairsSaveFaceEncoding(items);
if (_Configuration.SaveResizedSubfiles)
{
string dFacesContentDirectory;
dFacesContentDirectory = Path.Combine(dResultsFullGroupDirectory, "()");
mapLogic.SaveNotMappedTicks();
_ = LogDeltaInMinutes(ticks, nameof(mapLogic.SaveNotMappedTicks));
Dictionary<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> keyValuePairs = _Distance.ParallelWork(_AppSettings.MaxDegreeOfParallelism, ticks, mapLogic, items, totalNotMapped);
_ = LogDeltaInSeconds(ticks, nameof(E_Distance.ParallelWork));
Dictionary<int, List<MappingContainer>> strippedKeyValuePairs = Strip(keyValuePairs);
List<(string, int, Mapping, DateTime, bool?, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>)> collection = Convert(keyValuePairs);
mapLogic.SaveMapping(items, dFacesContentDirectory, d2ResultsFullGroupDirectory);
_ = LogDeltaInMinutes(ticks, nameof(mapLogic.SaveMapping));
E_Distance.AddToFaceDistance(_AppSettings.MaxDegreeOfParallelism, mapLogic, items, collection);
_ = LogDeltaInSeconds(ticks, nameof(_Distance.AddToFaceDistance));
mapLogic.AddToClosest(_AppSettings.MaxDegreeOfParallelism, items);
_ = LogDeltaInMinutes(ticks, nameof(mapLogic.AddToClosest));
mapLogic.SaveClosest(items, dFacesContentDirectory, d2ResultsFullGroupDirectory);
_ = LogDeltaInMinutes(ticks, nameof(mapLogic.SaveClosest));
mapLogic.SavePropertyHolders(items);
_ = LogDeltaInSeconds(ticks, nameof(mapLogic.SavePropertyHolders));
}
_ = LogDeltaInSeconds(ticks, nameof(MapLogic));
}
private string GetMapLogicResultsFullGroupDirectory(Property.Models.Configuration configuration, Model? model, PredictorModel? predictorModel)
{
@ -868,6 +650,79 @@ public partial class DlibDotNet
return zResultsFullGroupDirectory;
}
private List<Face> SetMappingThenGetDistinctFilteredFacesWithMapping(string argZero, Container[] containers)
{
List<Face> results = new();
Mapping mapping;
bool? isWrongYear;
Item[] filteredItems;
DateTime minimumDateTime;
List<int> distinctCheck = new();
string deterministicHashCodeKeyDisplay;
MappingFromItem mappingFromItem;
MappingFromPerson mappingFromPerson;
MappingFromLocation mappingFromLocation;
foreach (Container container in containers)
{
if (!container.Items.Any())
continue;
if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero))
continue;
filteredItems = (from l in container.Items where l.ImageFileHolder is not null && (l.Abandoned is null || !l.Abandoned.Value) && l.ValidImageFormatExtension && !_Configuration.IgnoreExtensions.Contains(l.ImageFileHolder.ExtensionLowered) select l).ToArray();
if (!filteredItems.Any())
continue;
foreach (Item item in filteredItems)
{
if (item.Property?.Id is null || item.ImageFileHolder is null || item.ResizedFileHolder is null)
continue;
if (!item.Faces.Any())
continue;
foreach (Face face in item.Faces)
{
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
if (distinctCheck.Contains(item.Property.Id.Value))
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.ResizedFileHolder);
mappingFromPerson = new(approximateYears: null, by: null, displayDirectoryName: string.Empty, personBirthday: null, segmentB: string.Empty);
deterministicHashCodeKeyDisplay = Shared.Models.Stateless.Methods.IMapping.GetDeterministicHashCodeKeyDisplay(item.Property.Id.Value, face.Location.NormalizedPixelPercentage.Value);
mappingFromLocation = new(face.Location.Confidence, deterministicHashCodeKeyDisplay, face.Location.NormalizedPixelPercentage.Value);
mapping = new(mappingFromItem, mappingFromLocation, mappingFromPerson);
face.SetMapping(mapping);
results.Add(face);
}
}
}
return results;
}
private Item[] GetIdSortedFilteredItems(string argZero, Container[] containers)
{
Item[] results;
List<Item> collection = new();
foreach (Container container in containers)
{
if (!container.Items.Any())
continue;
if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero))
continue;
collection.AddRange(from l in container.Items where l.ImageFileHolder is not null && (l.Abandoned is null || !l.Abandoned.Value) && l.ValidImageFormatExtension && !_Configuration.IgnoreExtensions.Contains(l.ImageFileHolder.ExtensionLowered) select l);
}
results = (from l in collection orderby l.Property?.Id is not null, l.Property?.Id select l).ToArray();
return results;
}
private void OldMapLogic(long ticks, string dResultsFullGroupDirectory, string d2ResultsFullGroupDirectory, MapLogic mapLogic, string outputResolution, Item[] filteredItems)
{
string dFacesContentDirectory = Path.Combine(dResultsFullGroupDirectory, "()");
if (_Configuration.SaveShortcutsForOutputResolutions.Contains(outputResolution))
mapLogic.SaveShortcuts(_Configuration.JuliePhares, filteredItems);
mapLogic.SavePropertyHolders(filteredItems);
_ = LogDeltaInSeconds(ticks, nameof(mapLogic.SavePropertyHolders));
}
private void Search(Property.Models.Configuration configuration, Model? model, PredictorModel? predictorModel, string argZero, string propertyRoot, Person[] people)
{
Container[] containers;
@ -882,30 +737,36 @@ public partial class DlibDotNet
string peopleDateGroupDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(configuration, nameof(A2_People));
MapLogic mapLogic = new(_AppSettings.MaxDegreeOfParallelism, _Configuration.PropertyConfiguration, _Resize.FilenameExtension, _Faces.FilenameExtension, _Faces.HiddenFilenameExtension, _FaceParts.FilenameExtension, ticks, people, peopleDateGroupDirectory, zResultsFullGroupDirectory);
A_Property propertyLogic = new(_AppSettings.MaxDegreeOfParallelism, _Configuration.PropertyConfiguration, _Resize.FilenameExtension, _Configuration.Reverse, model, predictorModel, mapLogic.IndicesFromNew, mapLogic.KeyValuePairs);
int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
string message = $") Building Container(s) - {totalSeconds} total second(s)";
ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
using (ProgressBar progressBar = new(1, message, options))
{
if (string.IsNullOrEmpty(configuration.RootDirectory))
containers = A_Property.Get(configuration, propertyLogic);
else
containers = Property.Models.Stateless.Container.GetContainers(configuration, _FirstRun, propertyLogic);
}
FullDoWork(argZero, model, predictorModel, propertyRoot, ticks, mapLogic, propertyLogic, containers);
foreach (string outputResolution in _Configuration.OutputResolutions)
{
if (_FirstRun)
break;
(aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, eResultsFullGroupDirectory) = GetResultsFullGroupDirectories(configuration, model, predictorModel, outputResolution);
if (_ArgZeroIsConfigurationRootDirectory && _Exceptions.Count == 0 && outputResolution == _Configuration.OutputResolutions[0])
if (_ArgZeroIsConfigurationRootDirectory && _Configuration.SaveResizedSubfiles && outputResolution == _Configuration.OutputResolutions[0] && _Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution) && _Exceptions.Count == 0)
{
int totalNotMapped = 0;
DateTime dateTime = new(ticks);
List<(int Id, Item Item)> idAndItemCollection = new();
foreach (Container container in containers)
{
totalNotMapped += mapLogic.AddToMapping(ticks, container.Items);
Map.Models.MapLogic.AppendToItems(container.Items, idAndItemCollection);
if (_Configuration.SaveShortcutsForOutputResolutions.Contains(outputResolution))
mapLogic.SaveShortcuts(_Configuration.JuliePhares, container.Items);
}
Item[] items = (from l in idAndItemCollection orderby l.Id select l.Item).ToArray();
MapLogic(ticks, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, mapLogic, outputResolution, items, totalNotMapped);
if (string.IsNullOrEmpty(eResultsFullGroupDirectory))
throw new NullReferenceException(nameof(eResultsFullGroupDirectory));
string dFacesContentDirectory = Path.Combine(dResultsFullGroupDirectory, "()");
string eDistanceContentDirectory = Path.Combine(eResultsFullGroupDirectory, "([])");
if (!Directory.Exists(eDistanceContentDirectory))
_ = Directory.CreateDirectory(eDistanceContentDirectory);
string eDistanceContentFileName = Path.Combine(eDistanceContentDirectory, $"{Property.Models.Stateless.IResult.AllInOne}.tvs");
List<Face> distinctFilteredFaces = SetMappingThenGetDistinctFilteredFacesWithMapping(argZero, containers);
SortingContainer[] sortingContainers = E_Distance.SetPersonTicksAndSetFaceDistancesAndSetFaceMappingSortingCollectionThenGetSortingContainers(_AppSettings.MaxDegreeOfParallelism, ticks, mapLogic, outputResolution, eDistanceContentFileName, distinctFilteredFaces);
mapLogic.CommonWork(_AppSettings.MaxDegreeOfParallelism, dFacesContentDirectory, d2ResultsFullGroupDirectory, distinctFilteredFaces, sortingContainers);
Item[] filteredItems = GetIdSortedFilteredItems(argZero, containers);
OldMapLogic(ticks, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory, mapLogic, outputResolution, filteredItems);
if (!_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Any())
break;
if (_FileKeyValuePairs.Any())
@ -926,8 +787,6 @@ public partial class DlibDotNet
_ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(dResultsFullGroupDirectory, "[]"));
if (_Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution))
_ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(eResultsFullGroupDirectory, "[]"));
if (_Configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions.Contains(outputResolution))
_ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(eResultsFullGroupDirectory, "[]"));
if (_Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution))
_ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(d2ResultsFullGroupDirectory, "[]"));
}

4
Instance/Models/Binder/Configuration.cs
View File

@ -19,7 +19,6 @@ public class Configuration
[Display(Name = "Ignore Extensions"), Required] public string[] IgnoreExtensions { get; set; }
[Display(Name = "Ignore Relative Paths"), Required] public string[] IgnoreRelativePaths { get; set; }
[Display(Name = "Julie Phares Copy Birthdays"), Required] public string[] JuliePhares { get; set; }
[Display(Name = "Load Or Create Then Save Directory Distance Results"), Required] public string[] LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Distance Results"), Required] public string[] LoadOrCreateThenSaveDistanceResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Image Faces Results"), Required] public string[] LoadOrCreateThenSaveImageFacesResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Index"), Required] public bool? LoadOrCreateThenSaveIndex { get; set; }
@ -129,8 +128,6 @@ public class Configuration
throw new NullReferenceException(nameof(configuration.TestDistanceResults));
if (configuration.ValidResolutions is null)
throw new NullReferenceException(nameof(configuration.ValidResolutions));
if (configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions is null)
configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions = Array.Empty<string>();
if (configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions is null)
configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions = Array.Empty<string>();
if (configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions is null)
@ -149,7 +146,6 @@ public class Configuration
configuration.IgnoreExtensions,
configuration.IgnoreRelativePaths,
configuration.JuliePhares,
configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveIndex.Value,

4
Instance/Models/Configuration.cs
View File

@ -18,7 +18,6 @@ public class Configuration
public string[] IgnoreExtensions { init; get; }
public string[] IgnoreRelativePaths { init; get; }
public string[] JuliePhares { init; get; }
public string[] LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions { init; get; }
public string[] LoadOrCreateThenSaveDistanceResultsForOutputResolutions { init; get; }
public string[] LoadOrCreateThenSaveImageFacesResultsForOutputResolutions { init; get; }
public bool LoadOrCreateThenSaveIndex { init; get; }
@ -53,7 +52,7 @@ public class Configuration
public string[] ValidResolutions { init; get; }
[JsonConstructor]
public Configuration(Property.Models.Configuration propertyConfiguration, bool checkJsonForDistanceResults, int crossDirectoryMaxItemsInDistanceCollection, int distanceFactor, bool forceFaceLastWriteTimeToCreationTime, bool forceMetadataLastWriteTimeToCreationTime, bool forceResizeLastWriteTimeToCreationTime, string[] ignoreExtensions, string[] ignoreRelativePaths, string[] juliePhares, string[] loadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveImageFacesResultsForOutputResolutions, bool loadOrCreateThenSaveIndex, int locationConfidenceFactor, int? mappedMaxIndex, int maxItemsInDistanceCollection, string[] mixedYearRelativePaths, string modelDirectory, string modelName, int numberOfJitters, int numberOfTimesToUpsample, string outputExtension, int outputQuality, string[] outputResolutions, bool overrideForFaceImages, bool overrideForFaceLandmarkImages, bool overrideForResizeImages, int paddingLoops, string predictorModelName, bool propertiesChangedForDistance, bool propertiesChangedForFaces, bool propertiesChangedForIndex, bool propertiesChangedForMetadata, bool propertiesChangedForResize, bool reverse, string[] saveFaceLandmarkForOutputResolutions, bool saveFullYearOfRandomFiles, bool saveResizedSubfiles, string[] saveShortcutsForOutputResolutions, bool skipSearch, bool testDistanceResults, string[] validResolutions)
public Configuration(Property.Models.Configuration propertyConfiguration, bool checkJsonForDistanceResults, int crossDirectoryMaxItemsInDistanceCollection, int distanceFactor, bool forceFaceLastWriteTimeToCreationTime, bool forceMetadataLastWriteTimeToCreationTime, bool forceResizeLastWriteTimeToCreationTime, string[] ignoreExtensions, string[] ignoreRelativePaths, string[] juliePhares, string[] loadOrCreateThenSaveDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveImageFacesResultsForOutputResolutions, bool loadOrCreateThenSaveIndex, int locationConfidenceFactor, int? mappedMaxIndex, int maxItemsInDistanceCollection, string[] mixedYearRelativePaths, string modelDirectory, string modelName, int numberOfJitters, int numberOfTimesToUpsample, string outputExtension, int outputQuality, string[] outputResolutions, bool overrideForFaceImages, bool overrideForFaceLandmarkImages, bool overrideForResizeImages, int paddingLoops, string predictorModelName, bool propertiesChangedForDistance, bool propertiesChangedForFaces, bool propertiesChangedForIndex, bool propertiesChangedForMetadata, bool propertiesChangedForResize, bool reverse, string[] saveFaceLandmarkForOutputResolutions, bool saveFullYearOfRandomFiles, bool saveResizedSubfiles, string[] saveShortcutsForOutputResolutions, bool skipSearch, bool testDistanceResults, string[] validResolutions)
{
_PropertyConfiguration = propertyConfiguration;
CheckJsonForDistanceResults = checkJsonForDistanceResults;
@ -65,7 +64,6 @@ public class Configuration
IgnoreExtensions = ignoreExtensions;
IgnoreRelativePaths = ignoreRelativePaths;
JuliePhares = juliePhares;
LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions = loadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions;
LoadOrCreateThenSaveDistanceResultsForOutputResolutions = loadOrCreateThenSaveDistanceResultsForOutputResolutions;
LoadOrCreateThenSaveImageFacesResultsForOutputResolutions = loadOrCreateThenSaveImageFacesResultsForOutputResolutions;
LoadOrCreateThenSaveIndex = loadOrCreateThenSaveIndex;

22
Instance/Models/_D2_FaceParts.cs
View File

@ -118,7 +118,7 @@ internal class D2_FaceParts
#pragma warning restore CA1416
internal void SaveFaceLandmarkImages(string d2ResultsFullGroupDirectory, Container container, List<Tuple<string, DateTime>> subFileTuples, List<string> parseExceptions, Item item, List<Face> faceCollection, bool saveRotated)
internal void SaveFaceLandmarkImages(string facesDirectory, List<Tuple<string, DateTime>> subFileTuples, List<string> parseExceptions, Item item, List<Face> faceCollection, bool saveRotated)
{
if (item.ImageFileHolder is null)
throw new NullReferenceException(nameof(item.ImageFileHolder));
@ -130,33 +130,23 @@ internal class D2_FaceParts
const int pointSize = 2;
FileInfo rotatedFileInfo;
DateTime? dateTime = null;
double deterministicHashCodeKey;
long ticks = DateTime.Now.Ticks;
bool updateDateWhenMatches = false;
List<string> angleBracketCollection = new();
string deterministicHashCodeKeyDisplay;
List<(Face, string, string)> collection = new();
angleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(
_Configuration.PropertyConfiguration,
container.SourceDirectory,
d2ResultsFullGroupDirectory,
contentDescription: "n x 2 gif file(s) for each face found",
singletonDescription: string.Empty,
collectionDescription: string.Empty,
converted: false));
string facesDirectory = Path.Combine(angleBracketCollection[0].Replace("<>", "()"), item.ImageFileHolder.NameWithoutExtension);
string[] changesFrom = new string[] { nameof(Property.Models.A_Property), nameof(B_Metadata), nameof(C_Resize), nameof(D_Face) };
List<DateTime> dateTimes = (from l in subFileTuples where changesFrom.Contains(l.Item1) select l.Item2).ToList();
if (!Directory.Exists(facesDirectory))
_ = Directory.CreateDirectory(facesDirectory);
foreach (Face face in faceCollection)
{
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
if (item.Property?.Id is null || face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
{
collection.Add(new(face, string.Empty, string.Empty));
continue;
}
deterministicHashCodeKey = Shared.Models.Stateless.Methods.IMapping.GetDeterministicHashCodeKey(item, face);
fileInfo = new FileInfo(Path.Combine(facesDirectory, $"{deterministicHashCodeKey}{item.ImageFileHolder.ExtensionLowered}{_FilenameExtension}"));
deterministicHashCodeKeyDisplay = Shared.Models.Stateless.Methods.IMapping.GetDeterministicHashCodeKeyDisplay(item.Property.Id.Value, face.Location.NormalizedPixelPercentage.Value);
fileInfo = new FileInfo(Path.Combine(facesDirectory, $"{deterministicHashCodeKeyDisplay}{item.ImageFileHolder.ExtensionLowered}{_FilenameExtension}"));
if (!fileInfo.Exists)
{
if (fileInfo.Directory?.Parent is null)
@ -167,7 +157,7 @@ internal class D2_FaceParts
}
if (string.IsNullOrEmpty(fileInfo.DirectoryName))
continue;
rotatedFileInfo = new FileInfo(Path.Combine(fileInfo.DirectoryName, $"{deterministicHashCodeKey} - R{item.ImageFileHolder.ExtensionLowered}{_FilenameExtension}"));
rotatedFileInfo = new FileInfo(Path.Combine(fileInfo.DirectoryName, $"{deterministicHashCodeKeyDisplay} - R{item.ImageFileHolder.ExtensionLowered}{_FilenameExtension}"));
collection.Add(new(face, fileInfo.FullName, rotatedFileInfo.FullName));
if (check)
continue;

19
Instance/Models/_D_Face.cs
View File

@ -2,6 +2,7 @@ using System.Drawing;
using System.Drawing.Drawing2D;
using System.Drawing.Imaging;
using System.Text.Json;
using System.Text.Json.Serialization;
using View_by_Distance.FaceRecognitionDotNet;
using View_by_Distance.Metadata.Models;
using View_by_Distance.Property.Models;
@ -35,7 +36,7 @@ public class D_Face
private readonly EncoderParameters _EncoderParameters;
private readonly ImageCodecInfo _HiddenImageCodecInfo;
private readonly EncoderParameters _HiddenEncoderParameters;
private readonly JsonSerializerOptions _WriteIndentedJsonSerializerOptions;
private readonly JsonSerializerOptions _WriteIndentedAndWhenWritingNull;
internal D_Face(Configuration configuration, string argZero, Model model, ModelParameter modelParameter, PredictorModel predictorModel, ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension, ImageCodecInfo hiddenImageCodecInfo, EncoderParameters hiddenEncoderParameters, string hiddenFilenameExtension)
{
@ -52,7 +53,7 @@ public class D_Face
_HiddenImageCodecInfo = hiddenImageCodecInfo;
_HiddenEncoderParameters = hiddenEncoderParameters;
_HiddenFilenameExtension = hiddenFilenameExtension;
_WriteIndentedJsonSerializerOptions = new JsonSerializerOptions { WriteIndented = true };
_WriteIndentedAndWhenWritingNull = new JsonSerializerOptions { WriteIndented = true, DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull };
}
private static void GetPointBounds(PointF[] points, out float xMinimum, out float xMaximum, out float yMinimum, out float yMaximum)
@ -321,7 +322,7 @@ public class D_Face
if (results is null)
{
results = GetFaces(item, property, outputResolutionWidth, outputResolutionHeight, outputResolutionOrientation);
json = JsonSerializer.Serialize(results, _WriteIndentedJsonSerializerOptions);
json = JsonSerializer.Serialize(results, _WriteIndentedAndWhenWritingNull);
bool updateDateWhenMatches = dateTimes.Any() && fileInfo.Exists && dateTimes.Max() > fileInfo.LastWriteTime;
DateTime? dateTime = !updateDateWhenMatches ? null : dateTimes.Max();
if (Shared.Models.Stateless.Methods.IPath.WriteAllText(fileInfo.FullName, json, updateDateWhenMatches, compareBeforeWrite: true, updateToWhenMatches: dateTime))
@ -334,7 +335,7 @@ public class D_Face
normalizedPixelPercentageDistinctCount = normalizedPixelPercentageCollection.Distinct().Count();
if (normalizedPixelPercentageDistinctCount != normalizedPixelPercentageCollection.Length)
throw new Exception($"Not distinct! <{fileInfo.FullName}>");
json = JsonSerializer.Serialize(results, _WriteIndentedJsonSerializerOptions);
json = JsonSerializer.Serialize(results, _WriteIndentedAndWhenWritingNull);
bool updateDateWhenMatches = dateTimes.Any() && fileInfo.Exists && dateTimes.Max() > fileInfo.LastWriteTime;
DateTime? dateTime = !updateDateWhenMatches ? null : dateTimes.Max();
if (Shared.Models.Stateless.Methods.IPath.WriteAllText(fileInfo.FullName, json, updateDateWhenMatches, compareBeforeWrite: true, updateToWhenMatches: dateTime))
@ -356,7 +357,7 @@ public class D_Face
FileInfo fileInfo;
bool check = false;
string parentCheck;
double deterministicHashCodeKey;
string deterministicHashCodeKeyDisplay;
List<(Face, FileInfo?, string)> collection = new();
string[] changesFrom = new string[] { nameof(A_Property), nameof(B_Metadata), nameof(C_Resize) };
string facesDirectory = Path.Combine(AngleBracketCollection[0].Replace("<>", "()"), item.ImageFileHolder.NameWithoutExtension);
@ -366,13 +367,13 @@ public class D_Face
_ = Directory.CreateDirectory(facesDirectory);
foreach (Face face in faceCollection)
{
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
if (item.Property?.Id is null || face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
{
collection.Add(new(face, null, string.Empty));
continue;
}
deterministicHashCodeKey = Shared.Models.Stateless.Methods.IMapping.GetDeterministicHashCodeKey(item, face);
fileInfo = new FileInfo(Path.Combine(facesDirectory, $"{deterministicHashCodeKey}{item.ImageFileHolder.ExtensionLowered}{_FilenameExtension}"));
deterministicHashCodeKeyDisplay = Shared.Models.Stateless.Methods.IMapping.GetDeterministicHashCodeKeyDisplay(item.Property.Id.Value, face.Location.NormalizedPixelPercentage.Value);
fileInfo = new FileInfo(Path.Combine(facesDirectory, $"{deterministicHashCodeKeyDisplay}{item.ImageFileHolder.ExtensionLowered}{_FilenameExtension}"));
if (!fileInfo.Exists)
{
if (fileInfo.Directory?.Parent is null)
@ -381,7 +382,7 @@ public class D_Face
if (File.Exists(parentCheck))
File.Delete(parentCheck);
}
collection.Add(new(face, fileInfo, Path.Combine(facesDirectory, $"{deterministicHashCodeKey}{item.ImageFileHolder.ExtensionLowered}{_HiddenFilenameExtension}")));
collection.Add(new(face, fileInfo, Path.Combine(facesDirectory, $"{deterministicHashCodeKeyDisplay}{item.ImageFileHolder.ExtensionLowered}{_HiddenFilenameExtension}")));
if (_Configuration.OverrideForFaceImages)
check = true;
else if (!fileInfo.Exists)

823
Instance/Models/_E_Distance.cs
View File

@ -1,8 +1,6 @@
using System.Text.Json;
using ShellProgressBar;
using View_by_Distance.FaceRecognitionDotNet;
using View_by_Distance.Metadata.Models;
using View_by_Distance.Property.Models;
using View_by_Distance.Resize.Models;
using View_by_Distance.Map.Models;
using View_by_Distance.Shared.Models;
using View_by_Distance.Shared.Models.Stateless;
@ -11,764 +9,135 @@ namespace View_by_Distance.Instance.Models;
internal class E_Distance
{
internal List<string> AngleBracketCollection { get; }
private readonly Serilog.ILogger? _Log;
private readonly Configuration _Configuration;
private readonly JsonSerializerOptions _WriteIndentedJsonSerializerOptions;
internal E_Distance(Configuration configuration)
private static void SaveFaceDistances(string eDistanceContentFileName, SortingContainer[] sortingContainers)
{
_Configuration = configuration;
AngleBracketCollection = new List<string>();
_Log = Serilog.Log.ForContext<E_Distance>();
_WriteIndentedJsonSerializerOptions = new JsonSerializerOptions { WriteIndented = true };
#pragma warning disable
string[] results = (from l in sortingContainers select string.Concat(l.Sorting.WithinRange, '\t', l.Sorting.DistancePermyriad, '\t', l.Sorting.DaysDelta, '\t', l.Sorting.Id, '\t', l.Sorting.NormalizedPixelPercentage, '\t', l.Sorting.Older, '\t', l.Face.Mapping.MappingFromItem.Id, '\t', l.Face.Mapping.MappingFromLocation.NormalizedPixelPercentage)).ToArray();
#pragma warning restore
File.WriteAllLines(eDistanceContentFileName, results);
}
public override string ToString()
private static List<Sorting> GetSortingCollection(MapLogic mapLogic, List<FaceDistance> faceDistanceEncodings, int faceDistanceContainersLength, int i, FaceDistance faceDistanceEncoding)
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
private static List<(DistanceHolder, FaceRecognitionDotNet.FaceEncoding?)> GetDistanceHolder(Item[] items, List<(string JSONDirectory, string TSVDirectory)> directories)
{
List<(DistanceHolder, FaceRecognitionDotNet.FaceEncoding?)> results = new();
Item item;
const int zero = 0;
string tsvDirectory;
string jsonDirectory;
FaceRecognitionDotNet.FaceEncoding? faceEncoding;
if (items.Length != directories.Count)
throw new Exception();
for (int i = 0; i < items.Length; i++)
{
faceEncoding = null;
item = items[i];
if (item.ImageFileHolder is null || item.Property?.Id is null || !item.Faces.Any())
continue;
tsvDirectory = directories[i].TSVDirectory;
jsonDirectory = directories[i].JSONDirectory;
foreach (Face face in item.Faces)
{
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
results.Add(new(new(face, item.ImageFileHolder, item.Property.Id.Value, jsonDirectory, item.Faces[zero].Location, tsvDirectory), faceEncoding));
}
if (faceEncoding is null)
results.Add(new(new(item.Faces[zero], item.ImageFileHolder, item.Property.Id.Value, jsonDirectory, item.Faces[zero].Location, tsvDirectory), null));
}
List<Sorting> results;
List<FaceDistance> faceDistanceLengths = FaceRecognition.FaceDistances(faceDistanceEncodings, faceDistanceEncoding);
if (faceDistanceLengths.Count != faceDistanceContainersLength)
throw new NotSupportedException();
bool anyLowerThanTolerance = (from l in faceDistanceLengths where l.Length is not null && l.Length.Value != 0 && l.Length.Value < IFaceDistance.Tolerance select true).Any();
results = mapLogic.GetSortingCollection(i, faceDistanceEncoding, faceDistanceLengths, anyLowerThanTolerance);
return results;
}
private void WriteNoFaceCollection(bool updateDateWhenMatches, DateTime? updateToWhenMatches, List<Tuple<string, DateTime>> subFileTuples, List<DistanceHolder> distanceHolders)
private static List<SortingContainer> GetSortingContainers(Face face, FaceDistance faceDistanceEncoding, List<Sorting> sortingCollection)
{
string json;
string check;
string jsonFile;
const int zero = 0;
DistanceHolder distanceHolder;
List<Tuple<Face, string>> tupleCollection;
for (int i = 0; i < distanceHolders.Count; i++)
List<SortingContainer> results = new();
SortingContainer sortingContainer;
Sorting[] collection = Shared.Models.Stateless.Methods.ISorting.Sort(sortingCollection);
foreach (Sorting sorting in collection)
{
distanceHolder = distanceHolders[i];
if (distanceHolder.Face.Location?.NormalizedPixelPercentage is null)
if (faceDistanceEncoding.NormalizedPixelPercentage is null)
throw new NotSupportedException();
if (sorting.DistancePermyriad > IFaceDistance.Permyriad || sorting.DaysDelta > ISorting.DaysDeltaTolerance)
continue;
check = Path.Combine(distanceHolder.JSONDirectory, $"{zero} - {distanceHolder.FileHolder.NameWithoutExtension}.json");
jsonFile = Path.Combine(distanceHolder.JSONDirectory, $"{distanceHolder.Id}.{zero}{distanceHolder.FileHolder.ExtensionLowered}.json");
if (File.Exists(check))
File.Move(check, jsonFile);
tupleCollection = new() { new(distanceHolders[i].Face, string.Empty) };
for (int j = 0; j < distanceHolders.Count; j++)
{
if (j == i)
continue;
distanceHolder = distanceHolders[j];
tupleCollection.Add(new(distanceHolder.Face, string.Empty));
if (tupleCollection.Count > _Configuration.MaxItemsInDistanceCollection)
sortingContainer = new(face, sorting);
results.Add(sortingContainer);
if (results.Count >= ISorting.MaximumPerFaceShouldBeHigh)
break;
}
json = JsonSerializer.Serialize(tupleCollection, _WriteIndentedJsonSerializerOptions);
if (Shared.Models.Stateless.Methods.IPath.WriteAllText(jsonFile, json, updateDateWhenMatches, compareBeforeWrite: true, updateToWhenMatches: updateToWhenMatches))
subFileTuples.Add(new Tuple<string, DateTime>(nameof(E_Distance), DateTime.Now));
}
}
private static List<FaceRecognitionDotNet.FaceEncoding> GetFaceEncodings((DistanceHolder, FaceRecognitionDotNet.FaceEncoding?)[] distanceHoldersAfterSort)
{
List<FaceRecognitionDotNet.FaceEncoding> results = new();
foreach ((DistanceHolder distanceHolder, FaceRecognitionDotNet.FaceEncoding? faceEncoding) in distanceHoldersAfterSort)
{
if (distanceHolder.Face.FaceEncoding is null || distanceHolder.Face.Location?.NormalizedPixelPercentage is null || faceEncoding is null)
continue;
results.Add(faceEncoding);
}
return results;
}
private void SaveDistanceResults(bool updateDateWhenMatches, DateTime? updateToWhenMatches, List<Tuple<string, DateTime>> subFileTuples, List<(DistanceHolder DistanceHolder, FaceRecognitionDotNet.FaceEncoding? _)> distanceHolders)
private static SortingContainer[] GetSortingContainersThenSetFaceMappingSortingCollection(int maxDegreeOfParallelism, long ticks, MapLogic mapLogic, string outputResolution, FaceDistanceContainer[] faceDistanceContainers)
{
string json;
string check;
string jsonFile;
int locationIndex;
List<double> faceDistances;
DistanceHolder distanceHolder;
int normalizedPixelPercentage;
DistanceHolder[] sortedDistanceHolders;
List<Tuple<Face, string>> tupleCollection;
List<(int Index, double Distance)> collection;
FaceRecognitionDotNet.FaceEncoding? faceEncoding;
(DistanceHolder DistanceHolder, FaceRecognitionDotNet.FaceEncoding? FaceEncoding)[] distanceHoldersAfterSort =
distanceHolders.OrderByDescending(l => l.DistanceHolder.Face.FaceEncoding is not null && l.DistanceHolder.Face.Location?.NormalizedPixelPercentage is not null).ToArray();
List<FaceRecognitionDotNet.FaceEncoding> faceEncodings = GetFaceEncodings(distanceHoldersAfterSort);
for (int i = 0; i < distanceHoldersAfterSort.Length; i++)
SortingContainer[] results;
List<SortingContainer> collection = new();
List<FaceDistance> faceDistanceEncodings = new();
int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
string message = $") {faceDistanceContainers.Length:000} faceDistanceContainer(s) - {totalSeconds} total second(s) - {outputResolution}";
ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
foreach (FaceDistanceContainer faceDistanceContainer in faceDistanceContainers)
{
faceEncoding = distanceHoldersAfterSort[i].FaceEncoding;
distanceHolder = distanceHoldersAfterSort[i].DistanceHolder;
collection = new();
tupleCollection = new();
distanceHolder.Sort = 0d;
if (distanceHolder.Face.LocationIndex is null)
locationIndex = 0;
else
locationIndex = distanceHolder.Face.LocationIndex.Value;
if (distanceHolder.Face.FaceEncoding is null || distanceHolder.Face.Location?.NormalizedPixelPercentage is null)
normalizedPixelPercentage = 0;
else
normalizedPixelPercentage = distanceHolder.Face.Location.NormalizedPixelPercentage.Value;
check = Path.Combine(distanceHolder.JSONDirectory, $"{locationIndex} - {distanceHolder.FileHolder.NameWithoutExtension}.json");
jsonFile = Path.Combine(distanceHolder.JSONDirectory, $"{distanceHolder.Id}.{normalizedPixelPercentage}{distanceHolder.FileHolder.ExtensionLowered}.json");
if (!Directory.Exists(distanceHolder.JSONDirectory))
_ = Directory.CreateDirectory(distanceHolder.JSONDirectory);
if (File.Exists(check))
File.Move(check, jsonFile);
if (faceEncodings.Count == 1)
faceDistances = new() { 0d };
else if (faceEncoding is null)
faceDistances = Enumerable.Repeat(9d, faceEncodings.Count).ToList();
else
faceDistances = FaceRecognition.FaceDistances(faceEncodings, faceEncoding);
if (distanceHolder.Face.FaceEncoding is not null && faceEncoding is not null && faceDistances[i] != 0d)
faceDistances[i] = 0d;
for (int d = 0; d < faceDistances.Count; d++)
collection.Add(new(d, faceDistances[d]));
collection = collection.OrderBy(l => l.Distance).ToList();
foreach ((int index, double distance) in collection)
{
distanceHolder = distanceHoldersAfterSort[index].DistanceHolder;
if (distanceHolder.Location is null)
if (faceDistanceContainer.FaceDistance.Encoding is null)
continue;
distanceHolder.Sort = ((distance * _Configuration.DistanceFactor) + (distanceHolder.Location.Confidence * _Configuration.LocationConfidenceFactor)) / 10;
faceDistanceEncodings.Add(faceDistanceContainer.FaceDistance);
}
sortedDistanceHolders = (from l in distanceHoldersAfterSort orderby l.DistanceHolder.Sort select l.DistanceHolder).ToArray();
for (int j = 0; j < sortedDistanceHolders.Length; j++)
using ProgressBar progressBar = new(faceDistanceContainers.Length, message, options);
_ = Parallel.For(0, faceDistanceContainers.Length, parallelOptions, (i, state) =>
{
distanceHolder = sortedDistanceHolders[j];
tupleCollection.Add(new(distanceHoldersAfterSort[j].DistanceHolder.Face, string.Empty));
if (tupleCollection.Count > _Configuration.MaxItemsInDistanceCollection)
break;
}
json = JsonSerializer.Serialize(tupleCollection, _WriteIndentedJsonSerializerOptions);
if (Shared.Models.Stateless.Methods.IPath.WriteAllText(jsonFile, json, updateDateWhenMatches, compareBeforeWrite: true, updateToWhenMatches: updateToWhenMatches))
subFileTuples.Add(new Tuple<string, DateTime>(nameof(E_Distance), DateTime.Now));
}
}
internal void LoadOrCreateThenSaveDistanceResults(Property.Models.Configuration configuration, string eResultsFullGroupDirectory, string outputResolution, Container container, List<Tuple<string, DateTime>> sourceDirectoryChanges, Item[] filteredItems)
{
Item item;
string json;
bool check = false;
string parentCheck;
bool hasPopulatedFace;
string usingRelativePath;
DateTime? dateTime = null;
string dCollectionDirectory;
FileInfo[] fileInfoCollection;
bool updateDateWhenMatches = false;
System.IO.DirectoryInfo directoryInfo;
System.IO.DirectoryInfo tvsDirectoryInfo;
int?[] normalizedPixelPercentageCollection;
int normalizedPixelPercentageDistinctCount;
List<(string, string)> directories = new();
string[] changesFrom = new string[] { nameof(A_Property), nameof(B_Metadata), nameof(C_Resize), nameof(D_Face) };
List<DateTime> dateTimes = (from l in sourceDirectoryChanges where changesFrom.Contains(l.Item1) select l.Item2).ToList();
List<string> directoryInfoCollection = Property.Models.Stateless.IResult.GetDirectoryInfoCollection(
configuration,
container.SourceDirectory,
eResultsFullGroupDirectory,
contentDescription: ".tvs File",
singletonDescription: string.Empty,
collectionDescription: "n json file(s) for each face found (one to many)",
converted: true);
for (int i = 0; i < filteredItems.Length; i++)
{
item = filteredItems[i];
if (item.ImageFileHolder is null || item.Property?.Id is null)
continue;
hasPopulatedFace = (from l in item.Faces where l.FaceEncoding is not null && l.Location?.NormalizedPixelPercentage is not null select true).Any();
usingRelativePath = Path.Combine(directoryInfoCollection[0].Replace("<>", "[]"), item.ImageFileHolder.NameWithoutExtension);
dCollectionDirectory = Path.Combine(eResultsFullGroupDirectory, "[]", Property.Models.Stateless.IResult.AllInOne, $"{item.Property.Id.Value}{item.ImageFileHolder.ExtensionLowered}");
directoryInfo = new System.IO.DirectoryInfo(dCollectionDirectory);
if (!directoryInfo.Exists)
{
if (Directory.Exists(usingRelativePath))
{
Directory.Move(usingRelativePath, directoryInfo.FullName);
directoryInfo.Refresh();
}
if (!Directory.Exists(dCollectionDirectory))
{
if (directoryInfo.Parent?.Parent is null)
throw new Exception();
parentCheck = Path.Combine(directoryInfo.Parent.Parent.FullName, directoryInfo.Name);
if (Directory.Exists(parentCheck))
{
foreach (string file in Directory.GetFiles(parentCheck))
File.Delete(file);
Directory.Delete(parentCheck);
}
}
}
tvsDirectoryInfo = new System.IO.DirectoryInfo(Path.Combine(directoryInfoCollection[0].Replace("<>", "()"), item.ImageFileHolder.NameWithoutExtension));
directories.Add(new(directoryInfo.FullName, tvsDirectoryInfo.FullName));
if (directoryInfo.Exists && (!check || _Configuration.CheckJsonForDistanceResults))
{
json = string.Empty;
normalizedPixelPercentageCollection = Shared.Models.Stateless.Methods.IFace.GetInts(item.Faces);
normalizedPixelPercentageDistinctCount = normalizedPixelPercentageCollection.Distinct().Count();
if (normalizedPixelPercentageDistinctCount != normalizedPixelPercentageCollection.Length)
check = true;
fileInfoCollection = directoryInfo.GetFiles($"{item.Property.Id.Value}*.json", SearchOption.TopDirectoryOnly);
if (fileInfoCollection.Length < normalizedPixelPercentageDistinctCount)
check = true;
if (!check && _Configuration.CheckJsonForDistanceResults)
{
for (int j = 0; j < fileInfoCollection.Length; j++)
{
json = Shared.Models.Stateless.Methods.IIndex.GetJson(fileInfoCollection[j].FullName, fileInfoCollection[j]);
if (!_Configuration.PropertiesChangedForDistance && Shared.Models.Stateless.Methods.IFace.GetFace(fileInfoCollection[j].FullName) is null)
{
check = true;
break;
}
}
if (!check && string.IsNullOrEmpty(json))
check = true;
}
}
if (check)
continue;
if (_Configuration.PropertiesChangedForDistance)
check = true;
else if (hasPopulatedFace && !directoryInfo.Exists)
check = true;
else if (dateTimes.Any() && dateTimes.Max() > directoryInfo.LastWriteTime)
check = true;
if (check && !updateDateWhenMatches)
{
updateDateWhenMatches = dateTimes.Any() && directoryInfo.Exists && dateTimes.Max() > directoryInfo.LastWriteTime;
dateTime = !updateDateWhenMatches ? null : dateTimes.Max();
}
}
if (check)
{
DateTime? updateToWhenMatches = dateTime;
List<Tuple<string, DateTime>> subFileTuples = new();
List<(DistanceHolder, FaceRecognitionDotNet.FaceEncoding?)> distanceHolders = GetDistanceHolder(filteredItems, directories);
SaveDistanceResults(updateDateWhenMatches, updateToWhenMatches, subFileTuples, distanceHolders);
}
_ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(directoryInfoCollection[0].Replace("<>", "()"));
}
private List<(string, List<KeyValuePair<string, Face[]>>)> GetFiles(Property.Models.Configuration configuration, Model? model, PredictorModel? predictorModel, string outputResolution)
{
string json;
List<KeyValuePair<string, Face[]>>? facesKeyValuePairCollection;
List<(string, List<KeyValuePair<string, Face[]>>)> results = new();
string dFacesCollectionDirectory = Path.Combine(Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(configuration, model, predictorModel, nameof(D_Face), outputResolution, includeResizeGroup: true, includeModel: true, includePredictorModel: true), "[[]]");
string[] dFacesCollectionFiles = Directory.GetFiles(dFacesCollectionDirectory, "*.json", SearchOption.TopDirectoryOnly);
foreach (string dFacesCollectionFile in dFacesCollectionFiles)
{
json = File.ReadAllText(dFacesCollectionFile);
facesKeyValuePairCollection = JsonSerializer.Deserialize<List<KeyValuePair<string, Face[]>>>(json);
if (facesKeyValuePairCollection is null)
continue;
results.Add(new(dFacesCollectionFile, facesKeyValuePairCollection));
}
return results;
}
private static List<(string, List<Face>, List<FaceRecognitionDotNet.FaceEncoding>)> GetMatches(List<(string, List<KeyValuePair<string, Face[]>>)> files)
{
List<(string, List<Face>, List<FaceRecognitionDotNet.FaceEncoding>)> results = new();
FaceRecognitionDotNet.FaceEncoding faceEncoding;
List<Face> faces;
List<FaceRecognitionDotNet.FaceEncoding> faceEncodings;
foreach ((string, List<KeyValuePair<string, Face[]>>) file in files)
{
faces = new();
faceEncodings = new();
foreach (KeyValuePair<string, Face[]> keyValuePair in file.Item2)
{
foreach (Face face in keyValuePair.Value)
{
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
faces.Add(face);
faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
faceEncodings.Add(faceEncoding);
}
}
results.Add(new(file.Item1, faces, faceEncodings));
}
return results;
}
private static int GetIndex(double[] faceDistances)
{
int result;
List<double[]> faceDistancesWithIndex = new();
for (int y = 0; y < faceDistances.Length; y++)
faceDistancesWithIndex.Add(new double[] { faceDistances[y], y });
faceDistancesWithIndex = (from l in faceDistancesWithIndex orderby l[0] select l).ToList();
result = (int)faceDistancesWithIndex[0][1];
return result;
}
private void Save(Property.Models.Configuration configuration, Model? model, PredictorModel? predictorModel, string outputResolution, string eDistanceCollectionDirectory, int k, string relativePath, Face face, List<Tuple<Face, string>> faceAndFaceDistanceCollection)
{
if (string.IsNullOrEmpty(eDistanceCollectionDirectory))
eDistanceCollectionDirectory = Path.Combine(Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(configuration, model, predictorModel, nameof(E_Distance), outputResolution, includeResizeGroup: true, includeModel: true, includePredictorModel: true), "[]");
string fileNameWithoutExtension = Path.GetFileNameWithoutExtension(face.RelativePath);
string jsonDirectory = string.Concat(eDistanceCollectionDirectory, Path.Combine(relativePath, fileNameWithoutExtension));
if (!Directory.Exists(jsonDirectory))
_ = Directory.CreateDirectory(jsonDirectory);
string json = JsonSerializer.Serialize(faceAndFaceDistanceCollection, _WriteIndentedJsonSerializerOptions);
string jsonFile = Path.Combine(jsonDirectory, $"{k} - {fileNameWithoutExtension}.nosj");
_ = Shared.Models.Stateless.Methods.IPath.WriteAllText(jsonFile, json, updateDateWhenMatches: true, compareBeforeWrite: true);
}
private static Tuple<Face, double> Get(FaceRecognitionDotNet.FaceEncoding faceEncoding, (string, List<Face>, List<FaceRecognitionDotNet.FaceEncoding>) match)
{
Tuple<Face, double> result;
double[] faceDistances = FaceRecognition.FaceDistances(match.Item3, faceEncoding).ToArray();
int index = GetIndex(faceDistances);
result = new(match.Item2[index], faceDistances[index]);
return result;
}
internal void LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions(Property.Models.Configuration configuration, Model? model, PredictorModel? predictorModel, string outputResolution)
{
if (_Log is null)
throw new NullReferenceException(nameof(_Log));
string? relativePath;
Face face;
ParallelOptions parallelOptions = new();
FaceRecognitionDotNet.FaceEncoding faceEncoding;
string eDistanceCollectionDirectory = string.Empty;
Tuple<Face, double> faceAndFaceDistance;
List<Tuple<Face, string>> faceAndFaceDistanceCollection;
List<(string, List<KeyValuePair<string, Face[]>>)> files = GetFiles(configuration, model, predictorModel, outputResolution);
List<(string, List<Face>, List<FaceRecognitionDotNet.FaceEncoding>)> matches = GetMatches(files);
if (files.Count != matches.Count)
throw new Exception();
int filesCount = files.Count;
for (int i = 0; i < filesCount; i++)
{
_Log.Debug(string.Concat("LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions - ", nameof(outputResolution), ' ', outputResolution, " - ", i, " of ", filesCount));
for (int j = 0; j < files[i].Item2.Count; j++)
{
if (!matches[i].Item2.Any())
continue;
for (int k = 0; k < files[i].Item2[j].Value.Length; k++)
{
face = files[i].Item2[j].Value[k];
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
faceAndFaceDistanceCollection = new(matches.Count);
relativePath = Path.GetDirectoryName(face.RelativePath);
if (string.IsNullOrEmpty(relativePath))
continue;
if (face.FaceEncoding is null)
continue;
faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
_ = Parallel.For(0, matches.Count, parallelOptions, z =>
{
if (z != i && matches[z].Item2.Any())
{
faceAndFaceDistance = Get(faceEncoding, matches[z]);
// if (faceAndFaceDistance.Item2 < _Configuration.)
faceAndFaceDistanceCollection.Add(new(faceAndFaceDistance.Item1, faceAndFaceDistance.Item2.ToString("0.000")));
}
});
if (faceAndFaceDistanceCollection.Any())
{
faceAndFaceDistanceCollection = (from l in faceAndFaceDistanceCollection orderby l.Item2 select l).Take(_Configuration.CrossDirectoryMaxItemsInDistanceCollection).ToList();
Save(configuration, model, predictorModel, outputResolution, eDistanceCollectionDirectory, k, relativePath, face, faceAndFaceDistanceCollection);
}
}
}
}
}
internal void SaveFaceNumbers(string eResultsFullGroupDirectory, Item item, Face face, List<int[]> faceDistances)
{
if (item.Property?.Id is null)
throw new NullReferenceException(nameof(item.Property.Id));
if (item.ImageFileHolder is null)
throw new NullReferenceException(nameof(item.ImageFileHolder));
if (face.Location?.NormalizedPixelPercentage is null)
throw new NullReferenceException(nameof(face.Location.NormalizedPixelPercentage));
if (string.IsNullOrEmpty(eResultsFullGroupDirectory))
throw new NullReferenceException(nameof(eResultsFullGroupDirectory));
string json;
List<(Face, string, string)> collection = new();
string[] changesFrom = new string[] { nameof(A_Property), nameof(B_Metadata), nameof(C_Resize), nameof(D_Face) };
string eSingletonFile = Path.Combine(eResultsFullGroupDirectory, "{}", Property.Models.Stateless.IResult.AllInOne, $"{item.Property.Id.Value}.{face.Location.NormalizedPixelPercentage.Value}{item.ImageFileHolder.ExtensionLowered}.json");
FileInfo fileInfo = new(eSingletonFile);
json = JsonSerializer.Serialize(faceDistances, _WriteIndentedJsonSerializerOptions);
_ = Shared.Models.Stateless.Methods.IPath.WriteAllText(fileInfo.FullName, json, updateDateWhenMatches: false, compareBeforeWrite: true, updateToWhenMatches: null);
}
internal void GetFaceDistances(string eResultsFullGroupDirectory, List<bool> faceEncodingRequired, List<Tuple<string, DateTime>> subFileTuples, List<string> parseExceptions, Item item, List<Face> faceCollection)
{
List<int[]>? results;
if (item.Property?.Id is null)
throw new NullReferenceException(nameof(item.Property.Id));
if (item.ImageFileHolder is null)
throw new NullReferenceException(nameof(item.ImageFileHolder));
if (string.IsNullOrEmpty(eResultsFullGroupDirectory))
throw new NullReferenceException(nameof(eResultsFullGroupDirectory));
string json;
FileInfo fileInfo;
string eSingletonFile;
List<(Face, string, string)> collection = new();
string[] changesFrom = new string[] { nameof(A_Property), nameof(B_Metadata), nameof(C_Resize), nameof(D_Face) };
List<DateTime> dateTimes = (from l in subFileTuples where changesFrom.Contains(l.Item1) select l.Item2).ToList();
foreach (Face face in faceCollection)
{
results = null;
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
eSingletonFile = Path.Combine(eResultsFullGroupDirectory, "{}", Property.Models.Stateless.IResult.AllInOne, $"{item.Property.Id.Value}.{face.Location.NormalizedPixelPercentage.Value}{item.ImageFileHolder.ExtensionLowered}.json");
fileInfo = new(eSingletonFile);
if (_Configuration.PropertiesChangedForDistance)
results = null;
else if (!fileInfo.Exists)
results = null;
else if (dateTimes.Any() && dateTimes.Max() > fileInfo.LastWriteTime)
results = null;
else
{
json = File.ReadAllText(fileInfo.FullName);
try
{
results = JsonSerializer.Deserialize<List<int[]>>(json);
if (results is null)
throw new NullReferenceException(nameof(results));
subFileTuples.Add(new Tuple<string, DateTime>(nameof(E_Distance), fileInfo.LastWriteTime));
progressBar.Tick();
Face face = faceDistanceContainers[i].Face;
if (face.Mapping is null)
throw new NotSupportedException();
FaceDistance faceDistanceEncoding = faceDistanceContainers[i].FaceDistance;
List<Sorting> sortingCollection = GetSortingCollection(mapLogic, faceDistanceEncodings, faceDistanceContainers.Length, i, faceDistanceEncoding);
List<SortingContainer> sortingContainers = GetSortingContainers(face, faceDistanceEncoding, sortingCollection);
lock (collection)
collection.AddRange(sortingContainers);
lock (face)
face.SetFaceNumbers(results);
}
catch (Exception)
{
results = null;
parseExceptions.Add(nameof(E_Distance));
}
}
if (results is null && !faceEncodingRequired.Any())
faceEncodingRequired.Add(true);
}
}
public static double GetStandardDeviation(IEnumerable<double> values, double average)
{
double result = 0;
if (!values.Any())
throw new Exception("Collection must have at least one value!");
double sum = values.Sum(l => (l - average) * (l - average));
result = Math.Sqrt(sum / values.Count());
return result;
}
private static int GetSelectedIndex(int maxDegreeOfParallelism, Random random, List<FaceRecognitionDotNet.FaceEncoding> faceEncodings)
{
int? result;
int selectedIndex;
List<(int? Index, double? Sum)> faceDistanceCollections = new();
if (maxDegreeOfParallelism == 1)
{
double sum;
List<double> faceDistances;
for (int i = 0; i < faceEncodings.Count; i++)
{
faceDistances = FaceRecognition.FaceDistances(faceEncodings, faceEncodings[i]);
sum = faceDistances.Sum();
faceDistanceCollections.Add(new(i, sum));
}
}
else
{
for (int i = 0; i < faceEncodings.Count; i++)
faceDistanceCollections.Add(new(null, null));
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
_ = Parallel.For(0, faceEncodings.Count, parallelOptions, (i, state) =>
{
List<double> faceDistances = FaceRecognition.FaceDistances(faceEncodings, faceEncodings[i]);
double sum = faceDistances.Sum();
lock (faceDistanceCollections)
faceDistanceCollections[i] = new(i, sum);
face.ReleaseFaceDistance();
});
}
faceDistanceCollections = faceDistanceCollections.OrderBy(l => l.Sum).ToList();
if (faceDistanceCollections.Count != faceEncodings.Count)
throw new Exception();
if (faceDistanceCollections.Count > 1000)
selectedIndex = random.Next(0, 36);
else if (faceDistanceCollections.Count > 500)
selectedIndex = random.Next(0, 31);
else if (faceDistanceCollections.Count > 200)
selectedIndex = random.Next(0, 26);
else if (faceDistanceCollections.Count > 100)
selectedIndex = random.Next(0, 21);
else if (faceDistanceCollections.Count > 50)
selectedIndex = random.Next(0, 16);
else if (faceDistanceCollections.Count > 25)
selectedIndex = random.Next(0, 11);
else if (faceDistanceCollections.Count > 10)
selectedIndex = random.Next(0, 6);
else if (faceDistanceCollections.Count > 5)
selectedIndex = random.Next(0, 3);
else
selectedIndex = 0;
result = faceDistanceCollections[selectedIndex].Index;
if (result is null)
throw new NullReferenceException(nameof(result));
return result.Value;
results = Shared.Models.Stateless.Methods.ISortingContainer.Sort(collection);
return results;
}
private static void SetFiltered(List<(FaceRecognitionDotNet.FaceEncoding FaceEncoding, MappingContainer MappingContainer)> collection)
private static FaceDistanceContainer[] GetFaceDistanceContainers(Face[] firstFilteredFaces)
{
double ucl;
bool check;
double average;
double[] doubles;
double standardDeviation;
double?[] nullableDoubles;
for (int i = 0; i < int.MaxValue; i++)
{
check = true;
nullableDoubles = (from l in collection where l.MappingContainer.Mapping.Filtered is not null && !l.MappingContainer.Mapping.Filtered.Value select l.MappingContainer.Distance).ToArray();
doubles = (from l in nullableDoubles where l.HasValue select l.Value).ToArray();
if (doubles.Length < 4)
break;
average = doubles.Average();
standardDeviation = GetStandardDeviation(doubles, average);
ucl = average + (standardDeviation * 3);
if (ucl > IClosest.Tolerance)
ucl = IClosest.Tolerance;
foreach ((FaceRecognitionDotNet.FaceEncoding _, MappingContainer mappingContainer) in collection)
{
if (mappingContainer.Mapping.Filtered is null || mappingContainer.Mapping.Filtered.Value || mappingContainer.Distance <= ucl)
continue;
if (check)
check = false;
mappingContainer.Mapping.SetFiltered();
}
if (check)
break;
}
}
private static FaceDistance GetFaceDistanceParallelFor(Face face, FaceRecognitionDotNet.FaceEncoding faceEncoding, Mapping mapping, DateTime minimumDateTime, bool? isWrongYear, string key, FaceRecognitionDotNet.FaceEncoding[] faceEncodings)
{
FaceDistance result;
if (face.Location?.NormalizedPixelPercentage is null)
throw new NullReferenceException(nameof(face.Location.NormalizedPixelPercentage));
List<double> faceDistances = FaceRecognition.FaceDistances(faceEncodings, faceEncoding);
result = new(faceDistances, isWrongYear, key, mapping, minimumDateTime);
return result;
}
private static List<FaceDistance> GetFaceDistanceCollection(int maxDegreeOfParallelism, List<(string Key, int Id, Mapping Mapping, DateTime MinimumDateTime, bool? IsWrongYear, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>)> collection, Face face)
{
List<FaceDistance> results;
if (face.FaceEncoding is null)
throw new NullReferenceException(nameof(face.FaceEncoding));
FaceRecognitionDotNet.FaceEncoding faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
if (maxDegreeOfParallelism == 1)
{
results = new();
FaceDistanceContainer[] results;
FaceDistance faceDistance;
List<double> faceDistances;
FaceRecognitionDotNet.FaceEncoding[] faceEncodings;
if (face.Location?.NormalizedPixelPercentage is null)
throw new NullReferenceException(nameof(face.Location.NormalizedPixelPercentage));
foreach ((string key, int id, Mapping mapping, DateTime minimumDateTime, bool? isWrongYear, List<(FaceRecognitionDotNet.FaceEncoding FaceEncoding, MappingContainer _)> faceEncodingContainers) in collection)
FaceDistanceContainer faceDistanceContainer;
List<FaceDistanceContainer> collection = new();
foreach (Face face in firstFilteredFaces)
{
faceEncodings = (from l in faceEncodingContainers select l.FaceEncoding).ToArray();
faceDistances = FaceRecognition.FaceDistances(faceEncodings, faceEncoding);
faceDistance = new(faceDistances, isWrongYear, key, mapping, minimumDateTime);
results.Add(faceDistance);
if (results.Count > IFaceDistance.MaximumPer)
break;
if (face.Mapping is null)
throw new NotSupportedException();
if (face.FaceDistance?.Encoding is not FaceRecognitionDotNet.FaceEncoding faceEncoding)
throw new NotSupportedException();
faceDistance = new(face.Mapping.MappingFromLocation.Confidence, faceEncoding, face.Mapping.MappingFromItem.Id, face.Mapping.MappingFromItem.IsWrongYear, face.Mapping.MappingFromItem.MinimumDateTime, face.Mapping.MappingFromLocation.NormalizedPixelPercentage);
faceDistanceContainer = new(face, faceDistance);
collection.Add(faceDistanceContainer);
}
results = (from l in collection orderby l.FaceDistance.Encoding is not null select l).ToArray();
if (results.Any() && results[0].FaceDistance.Encoding is null)
throw new Exception("Sorting failed!");
return results;
}
else
private static void SetFaceDistances(int maxDegreeOfParallelism, long ticks, string outputResolution, Face[] selectedFilteredFaces)
{
results = new();
int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
_ = Parallel.For(0, collection.Count, parallelOptions, (i, state) =>
string message = $") {selectedFilteredFaces.Length:000} Load Face Encoding - {totalSeconds} total second(s) - {outputResolution}";
ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = false };
using ProgressBar progressBar = new(selectedFilteredFaces.Length, message, options);
_ = Parallel.For(0, selectedFilteredFaces.Length, parallelOptions, (i, state) =>
{
(string key, int id, Mapping mapping, DateTime minimumDateTime, bool? isWrongYear, List<(FaceRecognitionDotNet.FaceEncoding FaceEncoding, MappingContainer _)> faceEncodingContainers) = collection[i];
FaceRecognitionDotNet.FaceEncoding[] faceEncodings = (from l in faceEncodingContainers select l.FaceEncoding).ToArray();
FaceDistance? closest = GetFaceDistanceParallelFor(face, faceEncoding, mapping, minimumDateTime, isWrongYear, key, faceEncodings);
if (closest is not null)
{
lock (results)
{
results.Add(closest);
if (results.Count > IFaceDistance.MaximumPer)
state.Break();
}
}
FaceDistance faceDistance;
FaceRecognitionDotNet.FaceEncoding faceEncoding;
Face face = selectedFilteredFaces[i];
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
throw new NotSupportedException();
if (face.Mapping is null)
throw new NotSupportedException();
faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
faceDistance = new(face.Location.Confidence, faceEncoding, face.Mapping.MappingFromItem.Id, face.Mapping.MappingFromItem.IsWrongYear, face.Mapping.MappingFromItem.MinimumDateTime, face.Location.NormalizedPixelPercentage.Value);
lock (face)
face.FaceDistanceAdd(faceDistance);
});
}
internal static SortingContainer[] SetPersonTicksAndSetFaceDistancesAndSetFaceMappingSortingCollectionThenGetSortingContainers(int maxDegreeOfParallelism, long ticks, MapLogic mapLogic, string outputResolution, string eDistanceContentFileName, List<Face> distinctFilteredFaces)
{
SortingContainer[] results;
Face[] orderedFilteredFaces = (from l in distinctFilteredFaces orderby l.Mapping is not null, l.Mapping?.MappingFromItem.MinimumDateTime descending select l).ToArray();
mapLogic.SetPersonTicks(outputResolution, orderedFilteredFaces);
Face[] selectedFilteredFaces = orderedFilteredFaces.Skip(ISorting.FacesToSkipAfterSortBeforeLoad).Take(ISorting.FacesToTakeAfterSortBeforeLoad).ToArray();
SetFaceDistances(maxDegreeOfParallelism, ticks, outputResolution, selectedFilteredFaces);
FaceDistanceContainer[] faceDistanceContainers = GetFaceDistanceContainers(selectedFilteredFaces);
results = GetSortingContainersThenSetFaceMappingSortingCollection(maxDegreeOfParallelism, ticks, mapLogic, outputResolution, faceDistanceContainers);
if (results.Length < IFaceDistance.Permyriad)
SaveFaceDistances(eDistanceContentFileName, results);
return results;
}
private static FaceRecognitionDotNet.FaceEncoding? GetFaceEncoding(Face face)
{
FaceRecognitionDotNet.FaceEncoding? result;
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
result = null;
else
result = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
return result;
}
private static List<FaceRecognitionDotNet.FaceEncoding> GetFaceEncodingsOnly(int maxDegreeOfParallelism, List<MappingContainer> collection)
{
List<FaceRecognitionDotNet.FaceEncoding> results;
if (maxDegreeOfParallelism == 1)
{
results = new();
FaceRecognitionDotNet.FaceEncoding faceEncoding;
foreach (MappingContainer mappingContainer in collection)
{
if (mappingContainer.Face?.FaceEncoding is null || mappingContainer.Face.Location?.NormalizedPixelPercentage is null)
continue;
faceEncoding = FaceRecognition.LoadFaceEncoding(mappingContainer.Face.FaceEncoding.RawEncoding);
results.Add(faceEncoding);
}
}
else
{
results = new();
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
_ = Parallel.For(0, collection.Count, parallelOptions, (i, state) =>
{
Face? face = collection[i].Face;
if (face is null)
throw new Exception();
FaceRecognitionDotNet.FaceEncoding? faceEncoding = GetFaceEncoding(face);
if (faceEncoding is not null)
{
lock (results)
results.Add(faceEncoding);
}
});
}
return results;
}
private static void SetNonFiltered(List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)> collection)
{
foreach ((FaceRecognitionDotNet.FaceEncoding _, MappingContainer mappingContainer) in collection)
{
if (mappingContainer.Mapping.Filtered is null)
mappingContainer.Mapping.SetFiltered(value: false);
}
}
private Dictionary<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> GetThreeSigmaFaceEncodings(int maxDegreeOfParallelism, long ticks, Random random, Dictionary<string, List<MappingContainer>> keyValuePairs)
{
if (_Log is null)
throw new NullReferenceException(nameof(_Log));
Dictionary<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> results = new();
int totalSeconds;
int selectedIndex;
List<double> faceDistances;
MappingContainer mappingContainer;
int keyValuePairsCount = keyValuePairs.Count;
FaceRecognitionDotNet.FaceEncoding faceEncoding;
List<FaceRecognitionDotNet.FaceEncoding> faceEncodings;
List<(FaceRecognitionDotNet.FaceEncoding FaceEncoding, MappingContainer MappingContainer)> collection;
foreach (KeyValuePair<string, List<MappingContainer>> keyValuePair in keyValuePairs)
{
collection = new();
faceEncodings = GetFaceEncodingsOnly(maxDegreeOfParallelism, keyValuePair.Value);
for (int i = 0; i < faceEncodings.Count; i++)
{
faceEncoding = faceEncodings[i];
mappingContainer = keyValuePair.Value[i];
collection.Add(new(faceEncoding, mappingContainer));
}
results.Add(keyValuePair.Key, collection);
if (faceEncodings.Count == 1)
selectedIndex = 0;
else
selectedIndex = GetSelectedIndex(maxDegreeOfParallelism, random, faceEncodings);
faceDistances = FaceRecognition.FaceDistances(faceEncodings, faceEncodings[selectedIndex]);
for (int i = 0; i < faceEncodings.Count; i++)
collection[i].MappingContainer.SetDistance(faceDistances[i]);
if (collection.Count > 3)
SetFiltered(collection);
SetNonFiltered(collection);
totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
_Log.Information($"{keyValuePairsCount:0000}) {totalSeconds} total second(s) - {keyValuePair.Key} - {collection[selectedIndex].MappingContainer.Mapping.DisplayDirectoryName}");
}
return results;
}
internal Dictionary<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> ParallelWork(int maxDegreeOfParallelism, long ticks, Map.Models.MapLogic mapLogic, Item[] items, int totalNotMapped)
{
Dictionary<string, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>> results;
Random random = new((int)ticks);
mapLogic.ForceSingleImage(ticks, items, totalNotMapped, random);
Dictionary<string, List<MappingContainer>> keyValuePairs = Map.Models.Stateless.IMapLogic.GetKeyValuePairs(items);
results = GetThreeSigmaFaceEncodings(maxDegreeOfParallelism, ticks, random, keyValuePairs);
return results;
}
public static void AddToFaceDistance(int maxDegreeOfParallelism, Map.Models.MapLogic mapLogic, Item[] items, List<(string, int, Mapping, DateTime, bool?, List<(FaceRecognitionDotNet.FaceEncoding, MappingContainer)>)> collection)
{
Face face;
double deterministicHashCodeKey;
DateTime dateTime = DateTime.Now;
List<FaceDistance> faceDistances;
foreach (Item item in items)
{
if (item.Property?.Id is null || item.ImageFileHolder is null || item.ResizedFileHolder is null)
continue;
for (int i = 0; i < item.Faces.Count; i++)
{
face = item.Faces[i];
face.FaceDistances.Clear();
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
if ((from l in item.Mapping where l.NormalizedPixelPercentage.HasValue && l.NormalizedPixelPercentage.Value == face.Location.NormalizedPixelPercentage.Value select true).Any())
continue;
deterministicHashCodeKey = Shared.Models.Stateless.Methods.IMapping.GetDeterministicHashCodeKey(item, face);
if (mapLogic.Skip(deterministicHashCodeKey))
continue;
faceDistances = GetFaceDistanceCollection(maxDegreeOfParallelism, collection, face);
face.FaceDistances.AddRange(faceDistances);
}
}
}
}

3
Instance/appsettings.json
View File

@ -152,9 +152,6 @@
"1976-01-05_00",
"1982-05-02_00"
],
"LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions": [
"1920 x 1080"
],
"LoadOrCreateThenSaveDistanceResultsForOutputResolutions": [
"1920 x 1080"
],

1015
Map/Models/MapLogic.cs
View File

File diff suppressed because it is too large Load Diff

8
Map/Models/Stateless/IMapLogic.cs
View File

@ -3,12 +3,6 @@ namespace View_by_Distance.Map.Models.Stateless;
public interface IMapLogic
{ // ...
(bool?, string[]) TestStatic_IsWrongYear(Shared.Models.Item item);
static (bool?, string[]) IsWrongYear(Shared.Models.Item item) =>
MapLogic.IsWrongYear(item);
Dictionary<string, List<Shared.Models.MappingContainer>> TestStatic_GetKeyValuePairs(Shared.Models.Item[] items);
static Dictionary<string, List<Shared.Models.MappingContainer>> GetKeyValuePairs(Shared.Models.Item[] items) =>
MapLogic.GetKeyValuePairs(items);
const int Sigma = 3;
}

78
Map/Models/Stateless/MapLogic.cs
View File

@ -1,84 +1,6 @@
using View_by_Distance.Shared.Models;
namespace View_by_Distance.Map.Models.Stateless;
internal abstract class MapLogic
{
internal static string GetMappingSegmentB(long ticks, PersonBirthday personBirthday, int? approximateYears, DateTime minimumDateTime, bool? isWrongYear)
{
int years;
string result;
TimeSpan? timeSpan = Shared.Models.Stateless.Methods.IPersonBirthday.GetTimeSpan(minimumDateTime, isWrongYear, personBirthday);
if (timeSpan.HasValue && timeSpan.Value.Ticks < 0)
result = "!---";
else if (timeSpan.HasValue)
{
(years, _) = Shared.Models.Stateless.Methods.IPersonBirthday.GetAge(minimumDateTime, personBirthday);
result = $"^{years:000}";
}
else if (approximateYears.HasValue)
{
DateTime dateTime = new(ticks);
(years, _) = Shared.Models.Stateless.Methods.IAge.GetAge(minimumDateTime, dateTime.AddYears(-approximateYears.Value));
result = $"~{years:000}";
}
else
{
string isWrongYearFlag = Shared.Models.Stateless.Methods.IItem.GetWrongYearFlag(isWrongYear);
result = $"{isWrongYearFlag}{minimumDateTime:yyyy}";
}
return result;
}
internal static Dictionary<string, List<MappingContainer>> GetKeyValuePairs(Item[] items)
{
Dictionary<string, List<MappingContainer>> results = new();
string key;
bool? isWrongYear;
string personKeyFormatted;
DateTime minimumDateTime;
MappingContainer mappingContainer;
foreach (Item item in items)
{
if (item.Property?.Id is null || item.ImageFileHolder is null || item.ResizedFileHolder is null)
continue;
if (!item.Mapping.Any())
continue;
foreach (Face face in item.Faces)
{
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
foreach (Mapping mapping in item.Mapping)
{
if (mapping.NormalizedPixelPercentage.HasValue && mapping.NormalizedPixelPercentage.Value != face.Location.NormalizedPixelPercentage.Value)
continue;
// if (named.NormalizedPixelPercentage is null && (Shared.Models.Stateless.INamed.OnlyUseNamedWithNormalizedPixelPercentagePopulatedForGetKeyValuePairs || item.Named.Count != 1 || item.Faces.Count != 1))
// continue;
minimumDateTime = Shared.Models.Stateless.Methods.IProperty.GetMinimumDateTime(item.Property);
(isWrongYear, _) = item.Property.IsWrongYear(item.ImageFileHolder.FullName, minimumDateTime);
personKeyFormatted = Shared.Models.Stateless.Methods.IPersonBirthday.GetFormatted(mapping.PersonBirthday);
key = string.Concat(personKeyFormatted, mapping.SegmentB);
if (!results.ContainsKey(key))
results.Add(key, new());
mappingContainer = new(face, item.Property.Id.Value, isWrongYear, key, mapping, minimumDateTime);
results[key].Add(mappingContainer);
// if (named.NormalizedPixelPercentage is null)
// break;
}
}
}
return results;
}
internal static (bool?, string[]) IsWrongYear(Item item)
{
(bool?, string[]) result;
if (item.Property is null || item.ImageFileHolder is null)
throw new NullReferenceException();
DateTime? minimumDateTime = Shared.Models.Stateless.Methods.IProperty.GetMinimumDateTime(item.Property);
result = item.Property.IsWrongYear(item.ImageFileHolder.FullName, minimumDateTime);
return result;
}
}

6
Map/Models/Stateless/Methods/IMapLogic.cs Normal file
View File

@ -0,0 +1,6 @@
namespace View_by_Distance.Map.Models.Stateless.Methods;
public interface IMapLogic
{ // ...
}

186
Map/Models/Stateless/SetByDeterministicHashCode.cs
View File

@ -1,3 +1,4 @@
using ShellProgressBar;
using System.Globalization;
using System.Text.Json;
using View_by_Distance.Shared.Models;
@ -7,11 +8,14 @@ namespace View_by_Distance.Map.Models.Stateless;
public class ByDeterministicHashCode
{
private static void SetOther(string resizeFilenameExtension, Person[] people, string deterministicHashCodePeopleDirectory, List<double> skipCollection, List<(string, int?, PersonBirthday[], long)> peopleCollection)
private static void SetOther(string resizeFilenameExtension, Person[] people, string deterministicHashCodePeopleDirectory, List<double> skipCollection, Dictionary<long, long> personKeyAliases, List<(string, int?, PersonBirthday[], long)> peopleCollection)
{
long ticks;
long pK;
string json;
long personKey;
PersonBirthday pB;
string[] segments;
const int zero = 0;
int? approximateYears;
string groupDirectoryName;
string personKeyFormatted;
@ -37,12 +41,12 @@ public class ByDeterministicHashCode
foreach (string groupDirectory in groupDirectories)
{
groupDirectoryName = Path.GetFileName(groupDirectory);
if (groupDirectoryName[0] == '!')
if (groupDirectoryName[zero] == '!')
{
skipCollection.AddRange(from l in Directory.GetFiles(groupDirectory, $"*{resizeFilenameExtension}", SearchOption.AllDirectories) select double.Parse(Path.GetFileNameWithoutExtension(l)));
continue;
}
else if (groupDirectoryName[0] is not '_' and not '~' and not '^')
else if (groupDirectoryName[zero] is not '_' and not '~' and not '^')
continue;
skipCollection.AddRange(from l in Directory.GetFiles(groupDirectory, $"*{resizeFilenameExtension}", SearchOption.AllDirectories) select double.Parse(Path.GetFileNameWithoutExtension(l)));
personDisplayDirectories = Directory.GetDirectories(groupDirectory, "*", SearchOption.TopDirectoryOnly);
@ -52,12 +56,12 @@ public class ByDeterministicHashCode
personDisplayDirectoryName = Path.GetFileName(personDisplayDirectory);
if (string.IsNullOrEmpty(personDisplayDirectoryName))
continue;
if (groupDirectoryName[0] != '~')
if (groupDirectoryName[zero] != '~')
approximateYears = null;
else
{
segments = personDisplayDirectoryName.Split('~');
if (segments.Length == 1 || !int.TryParse(segments[1].Split('-')[0], out int years))
if (segments.Length == 1 || !int.TryParse(segments[1].Split('-')[zero], out int years))
approximateYears = null;
else
approximateYears = years;
@ -98,12 +102,22 @@ public class ByDeterministicHashCode
_ = Shared.Models.Stateless.Methods.IPath.WriteAllText(personKeyJsonFileName, json, updateDateWhenMatches: false, compareBeforeWrite: true, updateToWhenMatches: null);
}
collection = personBirthdays.OrderByDescending(l => l.Value).ToArray();
ticks = collection[0].Value.Ticks;
peopleCollection.Add(new(personDisplayDirectoryName, approximateYears, collection, ticks));
personKey = collection[zero].Value.Ticks;
if (personBirthdays.Count > 1)
{
for (int i = 1; i < collection.Length; i++)
{
pB = collection[i];
pK = pB.Value.Ticks;
if (!personKeyAliases.ContainsKey(pK))
personKeyAliases.Add(pK, personKey);
}
}
peopleCollection.Add(new(personDisplayDirectoryName, approximateYears, collection, personKey));
for (int i = 0; i < collection.Length; i++)
{
ticks = collection[i].Value.Ticks;
personKeys.Add(ticks);
personKey = collection[i].Value.Ticks;
personKeys.Add(personKey);
}
}
}
@ -113,48 +127,62 @@ public class ByDeterministicHashCode
DateTime incrementDate = new(Shared.Models.Stateless.IPersonBirthday.FirstYear, 1, 1);
for (int i = 0; i < 500; i++)
{
ticks = incrementDate.Ticks;
personKey = incrementDate.Ticks;
personBirthday = new(incrementDate);
incrementDate = incrementDate.AddDays(1);
personKeyFormatted = Shared.Models.Stateless.Methods.IPersonBirthday.GetFormatted(personBirthday);
if (personKeys.Contains(ticks))
if (personKeys.Contains(personKey))
continue;
personKeys.Add(ticks);
peopleCollection.Add(new(displayDirectoryName, approximateYears, new PersonBirthday[] { personBirthday }, ticks));
personKeys.Add(personKey);
peopleCollection.Add(new(displayDirectoryName, approximateYears, new PersonBirthday[] { personBirthday }, personKey));
}
}
internal static void SetKeyValuePairs(string zPropertyHolderContentDirectory, List<(PersonBirthday, double)> deterministicHashCodeCollection, List<(PersonBirthday, double)> incorrectDeterministicHashCodeCollection, Dictionary<int, List<Face>> keyValuePairs)
internal static void SetCollections(int maxDegreeOfParallelism, long ticks, string zPropertyHolderContentDirectory, Dictionary<long, long> personKeyAliases, List<(PersonBirthday, int, int)> idThenNormalizedPixelPercentageCollection, List<(PersonBirthday, double)> incorrectDeterministicHashCodeCollection, Dictionary<int, List<Face>> keyValuePairs)
{
int? id;
string[] files;
string personKey;
long personKey;
const int zero = 0;
string[] yearDirectories;
string personKeyFormatted;
string ticksDirectoryName;
string? personFirstInitial;
string[] personKeyDirectories;
int? normalizedPixelPercentage;
string[] personNameDirectories;
PersonBirthday? personBirthday;
string[] personNameLinkDirectories;
string? personFirstInitialDirectory;
double? reversedDeterministicHashCodeKey;
bool keyValuePairsAny = keyValuePairs.Any();
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
string[] ticksDirectories = Directory.GetDirectories(zPropertyHolderContentDirectory, "*", SearchOption.TopDirectoryOnly);
string message = $") {ticksDirectories.Length:000} ticks Director(ies) - {totalSeconds} total second(s)";
ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
using ProgressBar progressBar = new(ticksDirectories.Length, message, options);
foreach (string ticksDirectory in ticksDirectories)
{
progressBar.Tick();
ticksDirectoryName = Path.GetFileName(ticksDirectory);
if (ticksDirectoryName.Length < 3 || ticksDirectoryName[0] != '(' || ticksDirectoryName[^1] != ')')
if (ticksDirectoryName.Length < 3 || ticksDirectoryName[zero] != '(' || ticksDirectoryName[^1] != ')')
continue;
personKeyDirectories = Directory.GetDirectories(ticksDirectory, "*", SearchOption.TopDirectoryOnly);
foreach (string personKeyDirectory in personKeyDirectories)
{
personKey = Path.GetFileName(personKeyDirectory);
if (personKey.Length != Shared.Models.Stateless.IPersonBirthday.Format.Length)
personKeyFormatted = Path.GetFileName(personKeyDirectory);
if (personKeyFormatted.Length != Shared.Models.Stateless.IPersonBirthday.Format.Length)
personBirthday = null;
else
{
personBirthday = Shared.Models.Stateless.Methods.IPersonBirthday.GetPersonBirthday(personKey);
personBirthday = Shared.Models.Stateless.Methods.IPersonBirthday.GetPersonBirthday(personKeyFormatted);
if (personBirthday is null)
continue;
personKey = personBirthday.Value.Ticks;
if (personKeyAliases.ContainsKey(personKey))
{
personKey = personKeyAliases[personKey];
personBirthday = Shared.Models.Stateless.Methods.IPersonBirthday.GetPersonBirthday(personKey);
}
}
yearDirectories = Directory.GetDirectories(personKeyDirectory, "*", SearchOption.TopDirectoryOnly);
foreach (string yearDirectory in yearDirectories)
@ -170,18 +198,20 @@ public class ByDeterministicHashCode
continue;
personFirstInitialDirectory = Path.Combine(yearDirectory, personFirstInitial);
files = Directory.GetFiles(personNameDirectory, "*", SearchOption.TopDirectoryOnly);
if (personKey == nameof(Closest) && files.Any())
throw new Exception($"Move personKey directories up one from {nameof(Closest)} and delete {nameof(Closest)} directory!");
if (personKeyFormatted == nameof(Models.MapLogic.ForceSingleImage) && files.Any())
throw new Exception($"Move personKey directories up one from {nameof(Models.MapLogic.ForceSingleImage)} and delete {nameof(Models.MapLogic.ForceSingleImage)} directory!");
if (personKeyFormatted == nameof(Sorting) && files.Any())
throw new Exception($"Move personKey directories up one from {nameof(Sorting)} and delete {nameof(Sorting)} directory!");
if (personBirthday is null)
continue;
foreach (string file in files)
{
if (file.EndsWith(".lnk") || file.EndsWith(".json"))
continue;
reversedDeterministicHashCodeKey = Shared.Models.Stateless.Methods.IMapping.GetReversedDeterministicHashCodeKey(keyValuePairsAny, keyValuePairs, file);
if (reversedDeterministicHashCodeKey is null)
(id, normalizedPixelPercentage) = Shared.Models.Stateless.Methods.IMapping.GetReversedDeterministicHashCodeKey(keyValuePairsAny, keyValuePairs, file);
if (id is null || normalizedPixelPercentage is null)
continue;
deterministicHashCodeCollection.Add(new(personBirthday, reversedDeterministicHashCodeKey.Value));
idThenNormalizedPixelPercentageCollection.Add(new(personBirthday, id.Value, normalizedPixelPercentage.Value));
}
personNameLinkDirectories = Directory.GetDirectories(personNameDirectory, "*", SearchOption.TopDirectoryOnly);
foreach (string personNameLinkDirectory in personNameLinkDirectories)
@ -209,7 +239,7 @@ public class ByDeterministicHashCode
}
}
private static List<long> GetTicks(Dictionary<int, PersonBirthday[]> deterministicHashCodeUnknownFaceKeyValuePairs)
private static List<long> GetPersonKeys(Dictionary<int, PersonBirthday[]> deterministicHashCodeUnknownFaceKeyValuePairs)
{
List<long> results = new();
long personKey;
@ -225,58 +255,86 @@ public class ByDeterministicHashCode
return results;
}
private static void Set(List<(PersonBirthday PersonBirthday, double IdAndNormalizedPixelPercentage)> deterministicHashCodeCollection, List<long> deterministicHashCodePersonKeys, Dictionary<double, List<PersonBirthday>> deterministicHashCodeScope)
private static void SetKeyValuePairs(List<(PersonBirthday, int, int)> idThenNormalizedPixelPercentageCollection, List<(PersonBirthday PersonBirthday, double IdAndNormalizedPixelPercentage)> incorrectDeterministicHashCodeCollection, Dictionary<double, PersonBirthday[]> incorrectDeterministicHashCodeKeyValuePairs, Dictionary<int, Dictionary<int, PersonBirthday[]>> idThenNormalizedPixelPercentageKeyValuePairs)
{
long personKey;
deterministicHashCodeCollection = (from l in deterministicHashCodeCollection orderby l.IdAndNormalizedPixelPercentage select l).ToList();
foreach ((PersonBirthday personBirthday, double idAndNormalizedPixelPercentage) in deterministicHashCodeCollection)
{
if (!deterministicHashCodeScope.ContainsKey(idAndNormalizedPixelPercentage))
deterministicHashCodeScope.Add(idAndNormalizedPixelPercentage, new());
deterministicHashCodeScope[idAndNormalizedPixelPercentage].Add(personBirthday);
personKey = personBirthday.Value.Ticks;
deterministicHashCodePersonKeys.Add(personKey);
}
}
internal static void SetByRef(string resizeFilenameExtension, Person[] people, List<double> skipCollection, Dictionary<long, (string, int?, PersonBirthday[], long)> peopleKeyValuePairs, List<long> notMappedTicks, Dictionary<int, PersonBirthday[]> deterministicHashCodeUnknownFaceKeyValuePairs, Dictionary<double, PersonBirthday[]> deterministicHashCodeKeyValuePairs, Dictionary<double, PersonBirthday[]> incorrectDeterministicHashCodeKeyValuePairs, string zPropertyHolderContentDirectory, string zPropertyHolderPeopleContentDirectory)
{
Dictionary<int, List<Face>> keyValuePairs = new();
List<long> deterministicHashCodePersonKeys = new();
List<(string, int?, PersonBirthday[], long)> peopleCollection = new();
Dictionary<double, List<PersonBirthday>> deterministicHashCodeScope = new();
Dictionary<double, List<PersonBirthday>> incorrectDeterministicHashCodeScope = new();
List<long> deterministicHashCodeUnknownFacePersonKeys = GetTicks(deterministicHashCodeUnknownFaceKeyValuePairs);
List<(PersonBirthday PersonBirthday, double IdAndNormalizedPixelPercentage)> incorrectDeterministicHashCodeCollection = new();
List<(PersonBirthday PersonBirthday, double IdAndNormalizedPixelPercentage)> deterministicHashCodeCollection = new();
SetOther(resizeFilenameExtension, people, zPropertyHolderPeopleContentDirectory, skipCollection, peopleCollection);
SetKeyValuePairs(zPropertyHolderContentDirectory, deterministicHashCodeCollection, incorrectDeterministicHashCodeCollection, keyValuePairs);
Set(deterministicHashCodeCollection, deterministicHashCodePersonKeys, deterministicHashCodeScope);
incorrectDeterministicHashCodeCollection = (from l in incorrectDeterministicHashCodeCollection orderby l.IdAndNormalizedPixelPercentage select l).ToList();
deterministicHashCodePersonKeys = deterministicHashCodePersonKeys.Distinct().ToList();
Dictionary<int, Dictionary<int, List<PersonBirthday>>> idThenNormalizedPixelPercentageScope = new();
foreach ((PersonBirthday personBirthday, double idAndNormalizedPixelPercentage) in incorrectDeterministicHashCodeCollection)
{
if (!incorrectDeterministicHashCodeScope.ContainsKey(idAndNormalizedPixelPercentage))
incorrectDeterministicHashCodeScope.Add(idAndNormalizedPixelPercentage, new());
incorrectDeterministicHashCodeScope[idAndNormalizedPixelPercentage].Add(personBirthday);
}
foreach (KeyValuePair<double, List<PersonBirthday>> keyValuePair in deterministicHashCodeScope)
deterministicHashCodeKeyValuePairs.Add(keyValuePair.Key, keyValuePair.Value.Distinct().ToArray());
foreach (KeyValuePair<double, List<PersonBirthday>> keyValuePair in incorrectDeterministicHashCodeScope)
incorrectDeterministicHashCodeKeyValuePairs.Add(keyValuePair.Key, keyValuePair.Value.Distinct().ToArray());
string check;
int normalizedPixelPercentageInDecimalForm;
foreach ((PersonBirthday personBirthday, int id, int normalizedPixelPercentage) in idThenNormalizedPixelPercentageCollection)
{
if (!idThenNormalizedPixelPercentageScope.ContainsKey(id))
idThenNormalizedPixelPercentageScope.Add(id, new());
check = normalizedPixelPercentage.ToString();
if (check.Length == Shared.Models.Stateless.ILocation.Digits)
{
if (!idThenNormalizedPixelPercentageScope[id].ContainsKey(normalizedPixelPercentage))
idThenNormalizedPixelPercentageScope[id].Add(normalizedPixelPercentage, new());
idThenNormalizedPixelPercentageScope[id][normalizedPixelPercentage].Add(personBirthday);
}
else
{
normalizedPixelPercentageInDecimalForm = int.Parse(check.PadRight(Shared.Models.Stateless.ILocation.Digits, '0'));
if (!idThenNormalizedPixelPercentageScope[id].ContainsKey(normalizedPixelPercentageInDecimalForm))
idThenNormalizedPixelPercentageScope[id].Add(normalizedPixelPercentageInDecimalForm, new());
idThenNormalizedPixelPercentageScope[id][normalizedPixelPercentageInDecimalForm].Add(personBirthday);
}
}
foreach (KeyValuePair<int, Dictionary<int, List<PersonBirthday>>> keyValuePair in idThenNormalizedPixelPercentageScope)
{
idThenNormalizedPixelPercentageKeyValuePairs.Add(keyValuePair.Key, new());
foreach (KeyValuePair<int, List<PersonBirthday>> innerKeyValuePair in keyValuePair.Value)
idThenNormalizedPixelPercentageKeyValuePairs[keyValuePair.Key].Add(innerKeyValuePair.Key, innerKeyValuePair.Value.Distinct().ToArray());
}
}
internal static void SetByRef(int maxDegreeOfParallelism, long ticks, string resizeFilenameExtension, Person[] people, List<double> skipCollection, Dictionary<long, (string DisplayDirectoryName, int? ApproximateYears, PersonBirthday[] PersonBirthdays, long PersonKey)> peopleKeyValuePairs, List<long> notMappedPersonKeys, Dictionary<int, PersonBirthday[]> deterministicHashCodeUnknownFaceKeyValuePairs, Dictionary<int, Dictionary<int, PersonBirthday[]>> idThenNormalizedPixelPercentageKeyValuePairs, Dictionary<double, PersonBirthday[]> incorrectDeterministicHashCodeKeyValuePairs, string zPropertyHolderContentDirectory, string zPropertyHolderPeopleContentDirectory)
{
Dictionary<long, long> personKeyAliases = new();
Dictionary<int, List<Face>> keyValuePairs = new();
List<long> idThenNormalizedPixelPercentagePersonKeys = new();
List<(string, int?, PersonBirthday[], long)> peopleCollection = new();
List<(PersonBirthday, int, int)> idThenNormalizedPixelPercentageCollection = new();
List<long> deterministicHashCodeUnknownFacePersonKeys = GetPersonKeys(deterministicHashCodeUnknownFaceKeyValuePairs);
List<(PersonBirthday PersonBirthday, double IdAndNormalizedPixelPercentage)> incorrectDeterministicHashCodeCollection = new();
SetOther(resizeFilenameExtension, people, zPropertyHolderPeopleContentDirectory, skipCollection, personKeyAliases, peopleCollection);
SetCollections(maxDegreeOfParallelism, ticks, zPropertyHolderContentDirectory, personKeyAliases, idThenNormalizedPixelPercentageCollection, incorrectDeterministicHashCodeCollection, keyValuePairs);
SetKeyValuePairs(idThenNormalizedPixelPercentageCollection, incorrectDeterministicHashCodeCollection, incorrectDeterministicHashCodeKeyValuePairs, idThenNormalizedPixelPercentageKeyValuePairs);
incorrectDeterministicHashCodeCollection = (from l in incorrectDeterministicHashCodeCollection orderby l.IdAndNormalizedPixelPercentage select l).ToList();
foreach (KeyValuePair<int, Dictionary<int, PersonBirthday[]>> keyValuePair in idThenNormalizedPixelPercentageKeyValuePairs)
{
foreach (KeyValuePair<int, PersonBirthday[]> keyValue in keyValuePair.Value)
idThenNormalizedPixelPercentagePersonKeys.AddRange(from l in keyValue.Value select l.Value.Ticks);
}
idThenNormalizedPixelPercentagePersonKeys = idThenNormalizedPixelPercentagePersonKeys.Distinct().ToList();
foreach (KeyValuePair<int, PersonBirthday[]> keyValuePair in deterministicHashCodeUnknownFaceKeyValuePairs)
deterministicHashCodeUnknownFacePersonKeys.AddRange(from l in keyValuePair.Value select l.Value.Ticks);
deterministicHashCodeUnknownFacePersonKeys = deterministicHashCodeUnknownFacePersonKeys.Distinct().ToList();
if (peopleCollection.Any())
{
foreach ((string displayDirectoryName, int? approximateYears, PersonBirthday[] personBirthdays, long ticks) in peopleCollection)
foreach ((string displayDirectoryName, int? approximateYears, PersonBirthday[] personBirthdays, long personKey) in peopleCollection)
{
if (peopleKeyValuePairs.ContainsKey(ticks) && peopleKeyValuePairs[ticks].Item1 != displayDirectoryName)
if (peopleKeyValuePairs.ContainsKey(personKey))
{
if (peopleKeyValuePairs[personKey].DisplayDirectoryName == displayDirectoryName)
continue;
throw new NotImplementedException();
if (deterministicHashCodeUnknownFacePersonKeys.Contains(ticks) || deterministicHashCodePersonKeys.Contains(ticks))
peopleKeyValuePairs.Add(ticks, new(displayDirectoryName, approximateYears, personBirthdays, ticks));
}
if (!deterministicHashCodeUnknownFacePersonKeys.Contains(personKey) && !idThenNormalizedPixelPercentagePersonKeys.Contains(personKey))
notMappedPersonKeys.Add(personKey);
else
notMappedTicks.Add(ticks);
peopleKeyValuePairs.Add(personKey, new(displayDirectoryName, approximateYears, personBirthdays, personKey));
}
}
if (deterministicHashCodeUnknownFacePersonKeys.Any() || deterministicHashCodePersonKeys.Any())
if (deterministicHashCodeUnknownFacePersonKeys.Any() || idThenNormalizedPixelPercentagePersonKeys.Any())
{
int? approximateYears = null;
PersonBirthday? personBirthday;
@ -289,7 +347,7 @@ public class ByDeterministicHashCode
peopleKeyValuePairs.Add(personKey, new(displayDirectoryName, approximateYears, new PersonBirthday[] { personBirthday }, personKey));
}
}
foreach (long personKey in deterministicHashCodePersonKeys)
foreach (long personKey in idThenNormalizedPixelPercentagePersonKeys)
{
if (!peopleKeyValuePairs.ContainsKey(personKey))
{

45
Shared/Models/Closest.cs
View File

@ -1,45 +0,0 @@
using System.Text.Json;
using System.Text.Json.Serialization;
namespace View_by_Distance.Shared.Models;
public class Closest : Properties.IClosest
{
protected readonly bool _AboveTolerance;
protected readonly int _Average;
protected readonly bool? _IsWrongYear;
protected Mapping _Mapping;
protected readonly double _Minimum;
protected readonly DateTime _MinimumDateTime;
protected readonly int _NormalizedPixelPercentage;
protected readonly long? _TicksDelta;
public bool AboveTolerance => _AboveTolerance;
public double Average => _Average;
public bool? IsWrongYear => _IsWrongYear;
public Mapping Mapping => _Mapping;
public double Minimum => _Minimum;
public DateTime MinimumDateTime => _MinimumDateTime;
public int NormalizedPixelPercentage => _NormalizedPixelPercentage;
public long? TicksDelta => _TicksDelta;
[JsonConstructor]
public Closest(bool aboveTolerance, int average, int normalizedPixelPercentage, bool? isWrongYear, Mapping mapping, double minimum, DateTime minimumDateTime, long? ticksDelta)
{
_AboveTolerance = aboveTolerance;
_Average = average;
_NormalizedPixelPercentage = normalizedPixelPercentage;
_IsWrongYear = isWrongYear;
_Mapping = mapping;
_Minimum = minimum;
_MinimumDateTime = minimumDateTime;
_TicksDelta = ticksDelta;
}
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
}

44
Shared/Models/Face.cs
View File

@ -7,67 +7,47 @@ public class Face : Properties.IFace
{
protected DateTime _DateTime;
protected List<FaceDistance> _FaceDistances;
protected FaceDistance? _FaceDistance;
protected FaceEncoding? _FaceEncoding;
protected Dictionary<Stateless.FacePart, FacePoint[]>? _FaceParts;
protected List<int[]>? _FaceNumbers;
protected readonly OutputResolution? _OutputResolution;
protected Location? _Location;
protected readonly int? _LocationIndex;
protected Mapping? _Mapping;
protected readonly string _RelativePath;
protected List<object> _Tags;
public DateTime DateTime => _DateTime;
public List<FaceDistance> FaceDistances => _FaceDistances;
public FaceDistance? FaceDistance => _FaceDistance;
public FaceEncoding? FaceEncoding => _FaceEncoding;
public Dictionary<Stateless.FacePart, FacePoint[]>? FaceParts => _FaceParts;
public List<int[]>? FaceNumbers => _FaceNumbers;
public Location? Location => _Location;
public int? LocationIndex => _LocationIndex;
public Mapping? Mapping => _Mapping;
public OutputResolution? OutputResolution => _OutputResolution;
public string RelativePath => _RelativePath;
public List<object> Tags => _Tags;
[JsonConstructor]
public Face(DateTime dateTime, List<FaceDistance> faceDistances, FaceEncoding? faceEncoding, Dictionary<Stateless.FacePart, FacePoint[]>? faceParts, List<int[]>? faceNumbers, Location? location, int? locationIndex, OutputResolution? outputResolution, string relativePath)
public Face(DateTime dateTime, FaceDistance? faceDistance, FaceEncoding? faceEncoding, Dictionary<Stateless.FacePart, FacePoint[]>? faceParts, Location? location, int? locationIndex, Mapping? mapping, OutputResolution? outputResolution, string relativePath)
{
if (faceDistances is null)
faceDistances = new();
_DateTime = dateTime;
_FaceDistances = faceDistances;
_FaceDistance = faceDistance;
_FaceEncoding = faceEncoding;
_FaceParts = faceParts;
_FaceNumbers = faceNumbers;
_Location = location;
_LocationIndex = locationIndex;
_Mapping = mapping;
_OutputResolution = outputResolution;
_RelativePath = relativePath;
_Tags = new();
}
public Face() :
this(DateTime.MinValue, new(), null, null, null, null, null, null, string.Empty)
{ }
public Face(Location location) :
this(DateTime.MinValue, new(), null, null, null, location, null, null, string.Empty)
{ }
public Face(int facesCount, Face face) :
this(face.DateTime, new(), face.FaceEncoding, face.FaceParts, null, face.Location, face.LocationIndex, face.OutputResolution, face.RelativePath)
this(face.DateTime, null, face.FaceEncoding, face.FaceParts, face.Location, face.LocationIndex, null, face.OutputResolution, face.RelativePath)
{
if (face.Location?.Confidence is not null && face.OutputResolution is not null)
_Location = new(face.Location.Confidence, face.OutputResolution.Height, face.Location, face.OutputResolution.Width, facesCount);
}
public Face(int outputResolutionWidth, int outputResolutionHeight, int outputResolutionOrientation, Face face) :
this(face.DateTime, new(), face.FaceEncoding, face.FaceParts, null, face.Location, face.LocationIndex, null, face.RelativePath)
{
if (outputResolutionHeight > 0)
_OutputResolution = new(outputResolutionHeight, outputResolutionOrientation, outputResolutionWidth);
}
public Face(Property property, int outputResolutionWidth, int outputResolutionHeight, int outputResolutionOrientation, string relativePath, int? i, Location? location) :
this(DateTime.MinValue, new(), null, null, null, location, i, null, relativePath)
this(DateTime.MinValue, null, null, null, location, i, null, null, relativePath)
{
DateTime?[] dateTimes;
_OutputResolution = new(outputResolutionHeight, outputResolutionOrientation, outputResolutionWidth);
@ -85,6 +65,10 @@ public class Face : Properties.IFace
public void SetFaceParts(Dictionary<Stateless.FacePart, FacePoint[]> faceParts) => _FaceParts = faceParts;
public void SetFaceNumbers(List<int[]> faceNumbers) => _FaceNumbers = faceNumbers;
public void ReleaseFaceDistance() => _FaceDistance = null;
public void SetMapping(Mapping mapping) => _Mapping = mapping;
public void FaceDistanceAdd(FaceDistance faceDistance) => _FaceDistance = faceDistance;
}

43
Shared/Models/FaceDistance.cs
View File

@ -3,30 +3,39 @@ using System.Text.Json.Serialization;
namespace View_by_Distance.Shared.Models;
public class FaceDistance : Properties.IFaceDistance
public record class FaceDistance : Properties.IFaceDistance
{
protected readonly List<double> _Distances;
protected readonly bool? _IsWrongYear;
protected readonly string _Key;
protected readonly Mapping _Mapping;
protected readonly DateTime _MinimumDateTime;
public List<double> Distances => _Distances;
public bool? IsWrongYear => _IsWrongYear;
public string Key => _Key;
public Mapping Mapping => _Mapping;
public DateTime MinimumDateTime => _MinimumDateTime;
public double? Confidence { init; get; }
public object? Encoding { init; get; }
public int Id { init; get; }
public bool? IsWrongYear { init; get; }
public double? Length { init; get; }
public DateTime? MinimumDateTime { init; get; }
public int? NormalizedPixelPercentage { init; get; }
[JsonConstructor]
public FaceDistance(List<double> distances, bool? isWrongYear, string key, Mapping mapping, DateTime minimumDateTime)
public FaceDistance(double? confidence, object? encoding, int id, bool? isWrongYear, double? length, DateTime? minimumDateTime, int? normalizedPixelPercentage)
{
_Distances = distances;
_IsWrongYear = isWrongYear;
_Key = key;
_Mapping = mapping;
_MinimumDateTime = minimumDateTime;
Confidence = confidence;
Encoding = encoding;
Id = id;
IsWrongYear = isWrongYear;
Length = length;
MinimumDateTime = minimumDateTime;
NormalizedPixelPercentage = normalizedPixelPercentage;
}
public FaceDistance(double? confidence, object? encoding, int id, bool? isWrongYear, DateTime? minimumDateTime, int? normalizedPixelPercentage) :
this(confidence, encoding, id, isWrongYear, null, minimumDateTime, normalizedPixelPercentage)
{ }
public FaceDistance(FaceDistance faceDistance, double length) :
this(faceDistance.Confidence, null, faceDistance.Id, faceDistance.IsWrongYear, length, faceDistance.MinimumDateTime, faceDistance.NormalizedPixelPercentage)
{ }
public FaceDistance(object encoding) => Encoding = encoding;
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });

25
Shared/Models/FaceDistanceContainer.cs Normal file
View File

@ -0,0 +1,25 @@
using System.Text.Json;
using System.Text.Json.Serialization;
namespace View_by_Distance.Shared.Models;
public record class FaceDistanceContainer : Properties.IFaceDistanceContainer
{
public Face Face { init; get; }
public FaceDistance FaceDistance { init; get; }
[JsonConstructor]
public FaceDistanceContainer(Face face, FaceDistance faceDistance)
{
Face = face;
FaceDistance = faceDistance;
}
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
}

10
Shared/Models/Item.cs
View File

@ -8,10 +8,8 @@ public class Item : Properties.IItem
protected readonly bool? _Abandoned;
protected readonly bool? _Changed;
protected List<Closest> _Closest;
protected List<Face> _Faces;
protected readonly FileHolder? _ImageFileHolder;
protected List<Mapping> _Mapping;
protected bool? _Moved;
protected readonly bool? _NoJson;
protected Property? _Property;
@ -21,10 +19,8 @@ public class Item : Properties.IItem
protected bool _ValidImageFormatExtension;
public bool? Abandoned => _Abandoned;
public bool? Changed => _Changed;
public List<Closest> Closest => _Closest;
public List<Face> Faces => _Faces;
public FileHolder? ImageFileHolder => _ImageFileHolder;
public List<Mapping> Mapping => _Mapping;
public bool? Moved => _Moved;
public bool? NoJson => _NoJson;
public Property? Property => _Property;
@ -34,14 +30,12 @@ public class Item : Properties.IItem
public bool ValidImageFormatExtension => _ValidImageFormatExtension;
[JsonConstructor]
public Item(bool? abandoned, bool? changed, List<Closest> closest, List<Face> faces, FileHolder? imageFileHolder, List<Mapping> mapping, bool? moved, bool? noJson, Property? property, string relativePath, FileHolder? resizedFileHolder, string sourceDirectoryFile, bool validImageFormatExtension)
public Item(bool? abandoned, bool? changed, List<Face> faces, FileHolder? imageFileHolder, bool? moved, bool? noJson, Property? property, string relativePath, FileHolder? resizedFileHolder, string sourceDirectoryFile, bool validImageFormatExtension)
{
_Abandoned = abandoned;
_Changed = changed;
_Closest = closest;
_Faces = faces;
_ImageFileHolder = imageFileHolder;
_Mapping = mapping;
_Moved = moved;
_NoJson = noJson;
_Property = property;
@ -54,8 +48,6 @@ public class Item : Properties.IItem
public Item(string sourceDirectoryFile, string relativePath, FileHolder? imageFileInfo, bool isValidImageFormatExtension, Property? property, bool? abandoned, bool? changed)
{
_Faces = new();
_Mapping = new();
_Closest = new();
_Changed = changed;
_Property = property;
_Abandoned = abandoned;

77
Shared/Models/Location.cs
View File

@ -28,16 +28,16 @@ public class Location : Properties.ILocation, IEquatable<Location>
_NormalizedPixelPercentage = normalizedPixelPercentage;
_Right = right;
_Top = top;
Check(bottom, left, normalizedPixelPercentage, right, top, zCount: 1);
Stateless.Methods.Location.Check(bottom, left, normalizedPixelPercentage, right, top, zCount: 1);
}
public Location(double confidence, int height, Location location, int width, int zCount) :
this(location.Bottom, confidence, location.Left, GetNormalizedPixelPercentage(location.Bottom, height, location.Left, location.Right, location.Top, width, zCount), location.Right, location.Top) =>
Check(_Bottom, _Left, _NormalizedPixelPercentage, _Right, _Top, zCount);
this(location.Bottom, confidence, location.Left, Stateless.Methods.Location.GetNormalizedPixelPercentage(location.Bottom, height, location.Left, location.Right, location.Top, width, zCount), location.Right, location.Top) =>
Stateless.Methods.Location.Check(_Bottom, _Left, _NormalizedPixelPercentage, _Right, _Top, zCount);
public Location(int bottom, double confidence, int height, int left, int right, int top, int width, int zCount) :
this(bottom, confidence, left, GetNormalizedPixelPercentage(bottom, height, left, right, top, width, zCount), right, top) =>
Check(_Bottom, height, _Left, _NormalizedPixelPercentage, _Right, _Top, width, zCount);
this(bottom, confidence, left, Stateless.Methods.Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, zCount), right, top) =>
Stateless.Methods.Location.Check(_Bottom, height, _Left, _NormalizedPixelPercentage, _Right, _Top, width, zCount);
public Location(double confidence, int factor, int height, Location location, int width, int zCount)
{
@ -47,8 +47,8 @@ public class Location : Properties.ILocation, IEquatable<Location>
int left = Math.Max(location.Left - x, 0);
int right = Math.Min(location.Right + x, width);
int top = Math.Max(location.Top - y, 0);
int normalizedPixelPercentage = GetNormalizedPixelPercentage(location.Bottom, height, location.Left, location.Right, location.Top, width, zCount);
Check(bottom, left, _NormalizedPixelPercentage, right, top, zCount);
int normalizedPixelPercentage = Stateless.Methods.Location.GetNormalizedPixelPercentage(location.Bottom, height, location.Left, location.Right, location.Top, width, zCount);
Stateless.Methods.Location.Check(bottom, left, _NormalizedPixelPercentage, right, top, zCount);
_Confidence = confidence;
_Bottom = bottom;
_Left = left;
@ -65,53 +65,6 @@ public class Location : Properties.ILocation, IEquatable<Location>
return result;
}
private static void Check(int bottom, int left, int right, int top, int zCount)
{
if (left < 0)
throw new Exception();
if (right < 0)
throw new Exception();
if (right < left)
throw new Exception();
if (top < 0)
throw new Exception();
if (bottom < 0)
throw new Exception();
if (bottom < top)
throw new Exception();
if (zCount < 0)
throw new Exception();
}
private static void Check(int bottom, int height, int left, int right, int top, int width, int zCount)
{
if (bottom > height)
throw new Exception();
if (left > width)
throw new Exception();
if (right > width)
throw new Exception();
if (top > height)
throw new Exception();
if (zCount < 0)
throw new Exception();
}
private static void Check(int bottom, int left, int? normalizedPixelPercentage, int right, int top, int zCount)
{
Check(bottom, left, right, top, zCount);
if (normalizedPixelPercentage.HasValue && normalizedPixelPercentage.Value < 0)
throw new Exception();
}
private static void Check(int bottom, int height, int left, int? normalizedPixelPercentage, int right, int top, int width, int zCount)
{
Check(bottom, left, right, top, zCount);
Check(bottom, height, left, right, top, width, zCount);
if (normalizedPixelPercentage.HasValue && normalizedPixelPercentage.Value < 0)
throw new Exception();
}
public override int GetHashCode()
{
int hashCode = -773114317;
@ -122,22 +75,6 @@ public class Location : Properties.ILocation, IEquatable<Location>
return hashCode;
}
public static int GetNormalizedPixelPercentage(int bottom, int height, int left, int right, int top, int width, int zCount)
{
int result;
double value;
double total = width * height;
Check(bottom, left, right, top, zCount);
double xCenter = left + ((right - left) / 2);
double yCenter = top + ((bottom - top) / 2);
double at = ((yCenter - 1) * width) + xCenter;
value = at / total;
if (value < 0)
value = 3;
result = (int)(Math.Round(value, Stateless.ILocation.Digits) * Stateless.ILocation.Factor);
return result;
}
public bool Equals(Location? location)
{
return location is not null

119
Shared/Models/Mapping.cs
View File

@ -3,52 +3,105 @@ using System.Text.Json.Serialization;
namespace View_by_Distance.Shared.Models;
public class Mapping : Properties.IMapping
public class MappingFromItem : Properties.IMappingFromItem
{
protected int? _ApproximateYears;
protected readonly string _DisplayDirectoryName;
protected bool? _Filtered;
protected bool _Forced;
protected readonly int? _NormalizedPixelPercentage;
protected PersonBirthday _PersonBirthday;
protected readonly string _SegmentB;
public int? ApproximateYears => _ApproximateYears;
public string DisplayDirectoryName => _DisplayDirectoryName;
public bool? Filtered => _Filtered;
public bool Forced => _Forced;
public int? NormalizedPixelPercentage => _NormalizedPixelPercentage;
public PersonBirthday PersonBirthday => _PersonBirthday;
public string SegmentB => _SegmentB;
public int Id { init; get; }
public FileHolder ImageFileHolder { init; get; }
public bool? IsWrongYear { init; get; }
public DateTime MinimumDateTime { init; get; }
public FileHolder ResizedFileHolder { init; get; }
[JsonConstructor]
public Mapping(int? approximateYears, string displayDirectoryName, bool? filtered, bool forced, int? normalizedPixelPercentage, PersonBirthday personBirthday, string segmentB)
public MappingFromItem(int id, FileHolder imageFileHolder, bool? isWrongYear, DateTime minimumDateTime, FileHolder resizedFileHolder)
{
_ApproximateYears = approximateYears;
_DisplayDirectoryName = displayDirectoryName;
_Filtered = filtered;
_Forced = forced;
_NormalizedPixelPercentage = normalizedPixelPercentage;
_PersonBirthday = personBirthday;
_SegmentB = segmentB;
Id = id;
ImageFileHolder = imageFileHolder;
IsWrongYear = isWrongYear;
MinimumDateTime = minimumDateTime;
ResizedFileHolder = resizedFileHolder;
}
public Mapping(int? approximateYears, string displayDirectoryName, bool forced, int? normalizedPixelPercentage, PersonBirthday personBirthday, string segmentB) :
this(approximateYears, displayDirectoryName, null, forced, normalizedPixelPercentage, personBirthday, segmentB)
{ }
public Mapping(int? approximateYears, string displayDirectoryName, bool forced, PersonBirthday personBirthday, string segmentB) :
this(approximateYears, displayDirectoryName, null, forced, null, personBirthday, segmentB)
{ }
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
public void SetFiltered() => _Filtered = true;
}
public void SetFiltered(bool value) => _Filtered = value;
public class MappingFromLocation : Properties.IMappingFromLocation
{
public double Confidence { init; get; }
public string DeterministicHashCodeKeyDisplay { init; get; }
public int NormalizedPixelPercentage { init; get; }
[JsonConstructor]
public MappingFromLocation(double confidence, string deterministicHashCodeKeyDisplay, int normalizedPixelPercentage)
{
Confidence = confidence;
DeterministicHashCodeKeyDisplay = deterministicHashCodeKeyDisplay;
NormalizedPixelPercentage = normalizedPixelPercentage;
}
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
}
public class MappingFromPerson : Properties.IMappingFromPerson
{
public int? ApproximateYears { init; get; }
public int? By { init; get; }
public string DisplayDirectoryName { init; get; }
public PersonBirthday? PersonBirthday { init; get; }
public string SegmentB { init; get; }
[JsonConstructor]
public MappingFromPerson(int? approximateYears, int? by, string displayDirectoryName, PersonBirthday? personBirthday, string segmentB)
{
ApproximateYears = approximateYears;
By = by;
DisplayDirectoryName = displayDirectoryName;
PersonBirthday = personBirthday;
SegmentB = segmentB;
}
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
}
public class Mapping : Properties.IMapping
{
protected MappingFromPerson _MappingFromPerson;
public MappingFromItem MappingFromItem { init; get; }
public MappingFromLocation MappingFromLocation { init; get; }
public MappingFromPerson MappingFromPerson => _MappingFromPerson;
[JsonConstructor]
public Mapping(MappingFromItem mappingFromItem, MappingFromLocation mappingFromLocation, MappingFromPerson mappingFromPerson)
{
MappingFromItem = mappingFromItem;
MappingFromLocation = mappingFromLocation;
_MappingFromPerson = mappingFromPerson;
}
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
public void UpdateMappingFromPerson(int? approximateYears, int? by, string displayDirectoryName, PersonBirthday personBirthday, string segmentB) => _MappingFromPerson = new(approximateYears, by, displayDirectoryName, personBirthday, segmentB);
}

48
Shared/Models/MappingContainer.cs
View File

@ -1,48 +0,0 @@
using System.Text.Json;
using System.Text.Json.Serialization;
namespace View_by_Distance.Shared.Models;
public class MappingContainer : Properties.IMappingContainer
{
protected double? _Distance;
protected readonly Face? _Face;
protected readonly int _Id;
protected readonly bool? _IsWrongYear;
protected readonly string _Key;
protected readonly Mapping _Mapping;
protected readonly DateTime _MinimumDateTime;
public double? Distance => _Distance;
public Face? Face => _Face;
public int Id => _Id;
public bool? IsWrongYear => _IsWrongYear;
public string Key => _Key;
public Mapping Mapping => _Mapping;
public DateTime MinimumDateTime => _MinimumDateTime;
[JsonConstructor]
public MappingContainer(double? distance, Face? face, int id, bool? isWrongYear, string key, Mapping mapping, DateTime minimumDateTime)
{
_Distance = distance;
_Face = face;
_Id = id;
_IsWrongYear = isWrongYear;
_Key = key;
_Mapping = mapping;
_MinimumDateTime = minimumDateTime;
}
public MappingContainer(Face face, int id, bool? isWrongYear, string key, Mapping mapping, DateTime minimumDateTime) :
this(null, face, id, isWrongYear, key, mapping, minimumDateTime)
{ }
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
public void SetDistance(double v) => _Distance = v;
}

8
Shared/Models/Methods/IClosest.cs
View File

@ -1,8 +0,0 @@
namespace View_by_Distance.Shared.Models.Methods;
public interface IClosest : Stateless.Methods.IClosest
{ // ...
//
}

8
Shared/Models/Methods/INamed.cs
View File

@ -1,8 +0,0 @@
namespace View_by_Distance.Shared.Models.Methods;
public interface INamed : Stateless.Methods.IMapping
{ // ...
//
}

14
Shared/Models/Properties/IClosest.cs
View File

@ -1,14 +0,0 @@
namespace View_by_Distance.Shared.Models.Properties;
public interface IClosest
{
public double Average { get; }
public bool? IsWrongYear { get; }
public Mapping Mapping { get; }
public double Minimum { get; }
public DateTime MinimumDateTime { get; }
public int NormalizedPixelPercentage { get; }
public long? TicksDelta { get; }
}

4
Shared/Models/Properties/IFace.cs
View File

@ -4,12 +4,12 @@ public interface IFace
{
public DateTime DateTime { get; }
public List<FaceDistance> FaceDistances { get; }
public FaceDistance? FaceDistance { get; }
public FaceEncoding? FaceEncoding { get; }
public Dictionary<Stateless.FacePart, FacePoint[]>? FaceParts { get; }
public List<int[]>? FaceNumbers { get; }
public Location? Location { get; }
public int? LocationIndex { get; }
public Mapping? Mapping { get; }
public OutputResolution? OutputResolution { get; }
public string RelativePath { get; }

12
Shared/Models/Properties/IFaceDistance.cs
View File

@ -3,10 +3,12 @@ namespace View_by_Distance.Shared.Models.Properties;
public interface IFaceDistance
{
public List<double> Distances { get; }
public bool? IsWrongYear { get; }
public string Key { get; }
public Mapping Mapping { get; }
public DateTime MinimumDateTime { get; }
public double? Confidence { init; get; }
public object? Encoding { init; get; }
public int Id { init; get; }
public bool? IsWrongYear { init; get; }
public double? Length { init; get; }
public DateTime? MinimumDateTime { init; get; }
public int? NormalizedPixelPercentage { init; get; }
}

9
Shared/Models/Properties/IFaceDistanceContainer.cs Normal file
View File

@ -0,0 +1,9 @@
namespace View_by_Distance.Shared.Models.Properties;
public interface IFaceDistanceContainer
{
public Face Face { init; get; }
public FaceDistance FaceDistance { init; get; }
}

2
Shared/Models/Properties/IItem.cs
View File

@ -5,10 +5,8 @@ public interface IItem
public bool? Abandoned { get; }
public bool? Changed { get; }
public List<Closest> Closest { get; }
public List<Face> Faces { get; }
public FileHolder? ImageFileHolder { get; }
public List<Mapping> Mapping { get; }
public bool? Moved { get; }
public bool? NoJson { get; }
public Property? Property { get; }

41
Shared/Models/Properties/IMapping.cs
View File

@ -1,14 +1,41 @@
namespace View_by_Distance.Shared.Models.Properties;
public interface IMappingFromItem
{
public int Id { init; get; }
public FileHolder ImageFileHolder { init; get; }
public bool? IsWrongYear { init; get; }
public DateTime MinimumDateTime { init; get; }
public FileHolder ResizedFileHolder { init; get; }
}
public interface IMappingFromLocation
{
public double Confidence { init; get; }
public string DeterministicHashCodeKeyDisplay { init; get; }
public int NormalizedPixelPercentage { init; get; }
}
public interface IMappingFromPerson
{
public int? ApproximateYears { init; get; }
public int? By { init; get; }
public string DisplayDirectoryName { init; get; }
public PersonBirthday? PersonBirthday { init; get; }
public string SegmentB { init; get; }
}
public interface IMapping
{
public int? ApproximateYears { get; }
public string DisplayDirectoryName { get; }
public bool? Filtered { get; }
public bool Forced { get; }
public int? NormalizedPixelPercentage { get; }
public PersonBirthday PersonBirthday { get; }
public string SegmentB { get; }
public MappingFromItem MappingFromItem { init; get; }
public MappingFromLocation MappingFromLocation { init; get; }
public MappingFromPerson MappingFromPerson { get; }
}

14
Shared/Models/Properties/IMappingContainer.cs
View File

@ -1,14 +0,0 @@
namespace View_by_Distance.Shared.Models.Properties;
public interface IMappingContainer
{
public double? Distance { get; }
public Face? Face { get; }
public int Id { get; }
public bool? IsWrongYear { get; }
public string Key { get; }
public Mapping Mapping { get; }
public DateTime MinimumDateTime { get; }
}

8
Shared/Models/Properties/ISorting.cs
View File

@ -3,10 +3,10 @@ namespace View_by_Distance.Shared.Models.Properties;
public interface ISorting
{
public double? Confidence { init; get; }
public double? Distance { init; get; }
public int? FaceEncoding { init; get; }
public int DaysDelta { init; get; }
public int DistancePermyriad { init; get; }
public int Id { init; get; }
public int? NormalizedPixelPercentage { init; get; }
public int NormalizedPixelPercentage { init; get; }
public int WithinRange { init; get; }
}

9
Shared/Models/Properties/ISortingContainer.cs Normal file
View File

@ -0,0 +1,9 @@
namespace View_by_Distance.Shared.Models.Properties;
public interface ISortingContainer
{
public Face Face { init; get; }
public Sorting Sorting { init; get; }
}

38
Shared/Models/Sorting.cs
View File

@ -3,32 +3,25 @@ using System.Text.Json.Serialization;
namespace View_by_Distance.Shared.Models;
public class Sorting : Properties.ISorting
public record class Sorting : Properties.ISorting
{
public double? Confidence { init; get; }
public double? Distance { init; get; }
public int? FaceEncoding { init; get; }
public int DaysDelta { init; get; }
public int DistancePermyriad { init; get; }
public int Id { init; get; }
public int? NormalizedPixelPercentage { init; get; }
public int NormalizedPixelPercentage { init; get; }
public bool Older { init; get; }
public int WithinRange { init; get; }
[JsonConstructor]
public Sorting(double? confidence, double? distance, int? faceEncoding, int id, int? normalizedPixelPercentage)
public Sorting(int daysDelta, int distancePermyriad, int id, int normalizedPixelPercentage, bool older, int withinRange)
{
Confidence = confidence;
Distance = distance;
FaceEncoding = faceEncoding;
Id = id;
NormalizedPixelPercentage = normalizedPixelPercentage;
}
public Sorting(double? confidence, int id, int? normalizedPixelPercentage)
{
Confidence = confidence;
Distance = null;
FaceEncoding = int.MaxValue;
DaysDelta = daysDelta;
DistancePermyriad = distancePermyriad;
Id = id;
NormalizedPixelPercentage = normalizedPixelPercentage;
Older = older;
WithinRange = withinRange;
}
public override string ToString()
@ -37,13 +30,4 @@ public class Sorting : Properties.ISorting
return result;
}
public Sorting(Sorting sorting, double? distance)
{
Confidence = sorting.Confidence;
Distance = distance;
FaceEncoding = null;
Id = sorting.Id;
NormalizedPixelPercentage = sorting.NormalizedPixelPercentage;
}
}

25
Shared/Models/SortingContainer.cs Normal file
View File

@ -0,0 +1,25 @@
using System.Text.Json;
using System.Text.Json.Serialization;
namespace View_by_Distance.Shared.Models;
public record class SortingContainer : Properties.ISortingContainer
{
public Face Face { init; get; }
public Sorting Sorting { init; get; }
[JsonConstructor]
public SortingContainer(Face face, Sorting sorting)
{
Face = face;
Sorting = sorting;
}
public override string ToString()
{
string result = JsonSerializer.Serialize(this, new JsonSerializerOptions() { WriteIndented = true });
return result;
}
}

17
Shared/Models/Stateless/IClosest.cs
View File

@ -1,17 +0,0 @@
namespace View_by_Distance.Shared.Models.Stateless;
public interface IClosest
{
// 637972153144596958
// const int Digits = 3;
// const int Factor = 1000;
// const int MaximumPer = 50;
// const bool SkipIsWrongYear = false;
const int Digits = 3;
const int Factor = 1000;
const int MaximumPer = 50;
const double Tolerance = 0.6d;
}

3
Shared/Models/Stateless/IFaceDistance.cs
View File

@ -6,6 +6,7 @@ public interface IFaceDistance
// const int MaximumPer = 999;
const int HiddenImageFactor = 2;
const int MaximumPer = 9999;
const int Permyriad = 10000;
const double Tolerance = 0.2d;
}

1
Shared/Models/Stateless/ILocation.cs
View File

@ -5,7 +5,6 @@ public interface ILocation
const double MinimumConfidence = 0.8d;
const int Digits = 6;
const double Tolerance = 0.6d;
const int Factor = 1000000;
}

1
Shared/Models/Stateless/IMapping.cs
View File

@ -10,5 +10,6 @@ public interface IMapping
const bool UseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping = false;
const bool UseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping = false;
const bool SaveFaceEncoding = false;
const bool SaveMapped = false;
}

13
Shared/Models/Stateless/ISorting.cs Normal file
View File

@ -0,0 +1,13 @@
namespace View_by_Distance.Shared.Models.Stateless;
public interface ISorting
{
const int FacesToSkipAfterSortBeforeLoad = 0;
const int FacesToTakeAfterSortBeforeLoad = 21000;
const int MaximumPerFaceShouldBeHigh = 1000;
const int DaysDeltaTolerance = 700;
const int MaximumPerKey = 27;
const int Sigma = 3;
}

20
Shared/Models/Stateless/Methods/Age.cs
View File

@ -3,19 +3,31 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class Age
{
internal static (int, TimeSpan) GetAge(DateTime minuend, DateTime subtrahend)
internal static (int, TimeSpan) GetAge(long minuendTicks, long subtrahendTicks)
{
TimeSpan result;
int years = 0;
DateTime check = new(subtrahend.Ticks);
DateTime check = new(subtrahendTicks);
for (int i = 0; i < int.MaxValue; i++)
{
check = check.AddYears(1);
if (check > minuend)
if (check.Ticks > minuendTicks)
break;
years += 1;
}
result = new(minuend.Ticks - check.AddYears(-1).Ticks);
result = new(minuendTicks - check.AddYears(-1).Ticks);
return (years, result);
}
internal static (int, TimeSpan) GetAge(long minuendTicks, DateTime subtrahend)
{
(int years, TimeSpan result) = GetAge(minuendTicks, subtrahend.Ticks);
return (years, result);
}
internal static (int, TimeSpan) GetAge(DateTime minuend, DateTime subtrahend)
{
(int years, TimeSpan result) = GetAge(minuend.Ticks, subtrahend.Ticks);
return (years, result);
}

39
Shared/Models/Stateless/Methods/Closest.cs
View File

@ -1,39 +0,0 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class Closest
{
private static int Get(double rawAverage) => (int)(Math.Round(rawAverage, Stateless.IClosest.Digits) * Stateless.ILocation.Factor);
private static Models.Closest Get(Models.Face face, DateTime minimumDateTime, FaceDistance faceDistance)
{
Models.Closest result;
long? ticksDelta;
double minimum = faceDistance.Distances.Min();
double rawAverage = faceDistance.Distances.Average();
bool aboveTolerance = minimum >= Stateless.IClosest.Tolerance || rawAverage >= Stateless.IClosest.Tolerance;
if (faceDistance.IsWrongYear is null || faceDistance.IsWrongYear.Value)
ticksDelta = null;
else
{
ticksDelta = Math.Abs(faceDistance.MinimumDateTime.Ticks - minimumDateTime.Ticks);
if (faceDistance.MinimumDateTime < faceDistance.Mapping.PersonBirthday.Value)
ticksDelta *= 2;
else if (faceDistance.Mapping.ApproximateYears.HasValue && faceDistance.MinimumDateTime < DateTime.Now.AddYears(-faceDistance.Mapping.ApproximateYears.Value))
ticksDelta *= 2;
}
if (face.Location?.NormalizedPixelPercentage is null)
throw new NullReferenceException(nameof(face.Location.NormalizedPixelPercentage));
int average = Get(rawAverage);
result = new(aboveTolerance, average, face.Location.NormalizedPixelPercentage.Value, faceDistance.IsWrongYear, faceDistance.Mapping, minimum, faceDistance.MinimumDateTime, ticksDelta);
return result;
}
internal static Models.Closest[] GetCollection(Models.Face face, DateTime minimumDateTime, List<FaceDistance> faceDistances)
{
Models.Closest[] results;
Models.Closest[] closestCollection = (from l in faceDistances select Get(face, minimumDateTime, l)).ToArray();
results = (from l in closestCollection orderby l.Average, l.TicksDelta.HasValue, l.TicksDelta select l).ToArray();
return results;
}
}

15
Shared/Models/Stateless/Methods/Face.cs
View File

@ -37,21 +37,6 @@ internal abstract class Face
return jsonElements;
}
internal static List<Models.Sorting> GetSortingCollection(Models.Face face)
{
List<Models.Sorting> results = new();
Models.Sorting sorting;
if (face.FaceNumbers is not null)
{
foreach (int[] numbers in face.FaceNumbers)
{
sorting = Sorting.Get(numbers);
results.Add(sorting);
}
}
return results;
}
private static List<Models.Face> GetFaces(string jsonFileFullName, int? maximum)
{
List<Models.Face> results = new();

8
Shared/Models/Stateless/Methods/FaceDistance.cs Normal file
View File

@ -0,0 +1,8 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class FaceDistance
{
internal static double GetDefaultValue() => throw new Exception();
}

6
Shared/Models/Stateless/Methods/FaceDistanceContainer.cs Normal file
View File

@ -0,0 +1,6 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class FaceDistanceContainer
{
}

6
Shared/Models/Stateless/Methods/IAge.cs
View File

@ -3,6 +3,12 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface IAge
{ // ...
(int, TimeSpan) TestStatic_GetAge(long minuendTicks, long subtrahendTicks);
static (int, TimeSpan) GetAge(long minuendTicks, long subtrahendTicks) => Age.GetAge(minuendTicks, subtrahendTicks);
(int, TimeSpan) TestStatic_GetAge(long minuendTicks, DateTime subtrahend);
static (int, TimeSpan) GetAge(long minuendTicks, DateTime subtrahend) => Age.GetAge(minuendTicks, subtrahend);
(int, TimeSpan) TestStatic_GetAge(DateTime minuend, DateTime subtrahend);
static (int, TimeSpan) GetAge(DateTime minuend, DateTime subtrahend) => Age.GetAge(minuend, subtrahend);

10
Shared/Models/Stateless/Methods/IClosest.cs
View File

@ -1,10 +0,0 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface IClosest
{ // ...
Models.Closest[] TestStatic_Get(List<FaceDistance> faceDistances);
static Models.Closest[] GetCollection(Models.Face face, DateTime minimumDateTime, List<FaceDistance> faceDistances) => Closest.GetCollection(face, minimumDateTime, faceDistances);
}

3
Shared/Models/Stateless/Methods/IFace.cs
View File

@ -18,9 +18,6 @@ public interface IFace
Models.Face[] TestStatic_Getα(Dictionary<FacePart, Models.FacePoint[]> faceParts);
static double? Getα(Dictionary<FacePart, Models.FacePoint[]> faceParts) => Face.Getα(faceParts);
List<Models.Sorting> TestStatic_GetSortingCollection(Models.Face face);
static List<Models.Sorting> GetSortingCollection(Models.Face face) => Face.GetSortingCollection(face);
int?[] TestStatic_GetInts(List<Models.Face> faces);
static int?[] GetInts(List<Models.Face> faces) =>
(from l in faces where l.FaceEncoding is not null && l.Location?.NormalizedPixelPercentage is not null select l.Location?.NormalizedPixelPercentage).ToArray();

10
Shared/Models/Stateless/Methods/IFaceDistance.cs Normal file
View File

@ -0,0 +1,10 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface IFaceDistance
{ // ...
double TestStatic_GetDefaultValue();
static double GetDefaultValue() => FaceDistance.GetDefaultValue();
}

6
Shared/Models/Stateless/Methods/IFaceDistanceContainer.cs Normal file
View File

@ -0,0 +1,6 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface IFaceDistanceContainer
{ // ...
}

12
Shared/Models/Stateless/Methods/IFaceFileSystem.cs
View File

@ -3,10 +3,14 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface IFaceFileSystem : IFileSystem
{ // ...
void TestStatic_SearchForMissingFile(string fullFileName, FileInfo fileInfo, string dataFullFileName);
Models.FaceFileSystem[][] TestStatic_GetFaceFileSystemCollection(string requestPath, string rootResultsDirectory, (string RootResultsDirectoryAbsoluteUri, string C_ResizeContentDirectory, string D_FacesContentDirectory, string E_DistanceCollectionDirectory) tuple, string selectedFileFullName);
void TestStatic_SearchForMissingFile(string fullFileName, FileInfo fileInfo, string dataFullFileName) =>
SearchForMissingFile(fullFileName, fileInfo, dataFullFileName);
static void SearchForMissingFile(string fullFileName, FileInfo fileInfo, string dataFullFileName) =>
FaceFileSystem.SearchForMissingFile(fullFileName, fileInfo, dataFullFileName);
static void SearchForMissingFile(string fullFileName, FileInfo fileInfo, string dataFullFileName) => FaceFileSystem.SearchForMissingFile(fullFileName, fileInfo, dataFullFileName);
static Models.FaceFileSystem[] GetFaceFileSystemCollection(string requestPath, (string RootResultsDirectoryAbsoluteUri, string C_ResizeContentDirectory, string D_FacesContentDirectory, string E_DistanceCollectionDirectory) tuple, string selectedFileFullName) => FaceFileSystem.GetFaceFileSystemCollection(requestPath, tuple, selectedFileFullName);
Models.FaceFileSystem[] TestStatic_GetFaceFileSystemCollection(string requestPath, string rootResultsDirectory, (string RootResultsDirectoryAbsoluteUri, string C_ResizeContentDirectory, string D_FacesContentDirectory, string E_DistanceCollectionDirectory) tuple, string selectedFileFullName) =>
GetFaceFileSystemCollection(requestPath, tuple, selectedFileFullName);
static Models.FaceFileSystem[] GetFaceFileSystemCollection(string requestPath, (string RootResultsDirectoryAbsoluteUri, string C_ResizeContentDirectory, string D_FacesContentDirectory, string E_DistanceCollectionDirectory) tuple, string selectedFileFullName) =>
FaceFileSystem.GetFaceFileSystemCollection(requestPath, tuple, selectedFileFullName);
}

18
Shared/Models/Stateless/Methods/IIMapping.cs
View File

@ -1,18 +0,0 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface IMapping
{ // ...
double? TestStatic_GetReversedDeterministicHashCodeKey(string file);
static double? GetReversedDeterministicHashCodeKey(bool keyValuePairsAny, Dictionary<int, List<Models.Face>> keyValuePairs, string file) =>
Mapping.GetReversedDeterministicHashCodeKey(keyValuePairsAny, keyValuePairs, file);
double TestStatic_GetDeterministicHashCodeKey(Models.Item item, Models.Face face);
static double GetDeterministicHashCodeKey(Models.Item item, Models.Face face) =>
Mapping.GetDeterministicHashCodeKey(item, face);
double TestStatic_GetDeterministicHashCodeKey(Models.Item item, Models.Closest closest);
static double GetDeterministicHashCodeKey(Models.Item item, Models.Closest closest) =>
Mapping.GetDeterministicHashCodeKey(item, closest);
}

17
Shared/Models/Stateless/Methods/ILocation.cs
View File

@ -3,15 +3,24 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface ILocation
{ // ...
Models.Location? TestStatic_GetLocation(Models.Location? location, int height, int width, int zCount);
Models.Location? TestStatic_GetLocation(Models.Location? location, int height, int width, int zCount) =>
GetLocation(location, height, width, zCount);
static Models.Location? GetLocation(Models.Location? location, int height, int width, int zCount) =>
location is null ? null : new(location.Confidence, height, location, width, zCount);
Models.Location? TestStatic_GetLocation(int factor, Models.Location? location, int height, int width, int zCount);
Models.Location? TestStatic_GetLocation(int factor, Models.Location? location, int height, int width, int zCount) =>
GetLocation(location, height, width, zCount);
static Models.Location? GetLocation(int factor, Models.Location? location, int height, int width, int zCount) =>
location is null ? null : new(location.Confidence, factor, height, location, width, zCount);
int?[] TestStatic_GetInts(List<Models.Location> locations);
static int?[] GetInts(List<Models.Location> locations) => (from l in locations where l.NormalizedPixelPercentage is not null select l.NormalizedPixelPercentage).ToArray();
int?[] TestStatic_GetInts(List<Models.Location> locations) =>
GetInts(locations);
static int?[] GetInts(List<Models.Location> locations) =>
(from l in locations where l.NormalizedPixelPercentage is not null select l.NormalizedPixelPercentage).ToArray();
int TestStatic_GetNormalizedPixelPercentage(int bottom, int height, int left, int right, int top, int width, int zCount) =>
GetNormalizedPixelPercentage(bottom, height, left, right, top, width, zCount);
static int GetNormalizedPixelPercentage(int bottom, int height, int left, int right, int top, int width, int zCount) =>
Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, zCount);
}

17
Shared/Models/Stateless/Methods/IMapping.cs Normal file
View File

@ -0,0 +1,17 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface IMapping
{ // ...
static string GetDeterministicHashCodeKeyDisplay(int id, int normalizedPixelPercentage)
=> $"{id}.{normalizedPixelPercentage}";
static double GetDeterministicHashCodeKeyValue(int id, int normalizedPixelPercentage)
=> Math.Round(double.Parse($"{id}.{normalizedPixelPercentage}"), Stateless.ILocation.Digits);
(int?, int?) TestStatic_GetReversedDeterministicHashCodeKey(bool keyValuePairsAny, Dictionary<int, List<Models.Face>> keyValuePairs, string file) =>
GetReversedDeterministicHashCodeKey(keyValuePairsAny, keyValuePairs, file);
static (int?, int?) GetReversedDeterministicHashCodeKey(bool keyValuePairsAny, Dictionary<int, List<Models.Face>> keyValuePairs, string file) =>
Mapping.GetReversedDeterministicHashCodeKey(keyValuePairsAny, keyValuePairs, file);
}

28
Shared/Models/Stateless/Methods/IPersonBirthday.cs
View File

@ -11,7 +11,8 @@ public interface IPersonBirthday
// ...
double? TestStatic_GetAge(Models.PersonBirthday birthday);
double? TestStatic_GetAge(Models.PersonBirthday birthday) =>
GetAge(birthday);
static double? GetAge(Models.PersonBirthday birthday) =>
PersonBirthday.GetAge(birthday);
@ -30,10 +31,16 @@ public interface IPersonBirthday
static string GetFileName(Models.PersonBirthday personBirthday) =>
PersonBirthday.GetFileName(personBirthday);
(int, TimeSpan) TestStatic_GetAge(DateTime dateTime, Models.PersonBirthday birthday);
(int, TimeSpan) TestStatic_GetAge(DateTime dateTime, Models.PersonBirthday birthday) =>
GetAge(dateTime, birthday);
static (int, TimeSpan) GetAge(DateTime dateTime, Models.PersonBirthday birthday) =>
PersonBirthday.GetAge(dateTime, birthday);
(int, TimeSpan) TestStatic_GetAge(long dateTimeTicks, Models.PersonBirthday birthday) =>
GetAge(dateTimeTicks, birthday);
static (int, TimeSpan) GetAge(long dateTimeTicks, Models.PersonBirthday birthday) =>
PersonBirthday.GetAge(dateTimeTicks, birthday);
string TestStatic_GetFormatted(Models.PersonBirthday personBirthday) =>
PersonBirthday.GetFormatted(personBirthday);
static string GetFormatted(Models.PersonBirthday personBirthday) =>
@ -44,16 +51,25 @@ public interface IPersonBirthday
static Models.PersonBirthday? GetPersonBirthday(string personKey) =>
PersonBirthday.GetPersonBirthday(personKey);
bool TestStatic_IsCounterPersonBirthday(Models.PersonBirthday personBirthday);
static bool IsCounterPersonBirthday(Models.PersonBirthday personBirthday) =>
PersonBirthday.IsCounterPersonBirthday(personBirthday);
Models.PersonBirthday TestStatic_GetNextBirthDate(Properties.IStorage storage) =>
PersonBirthday.GetNextBirthDate(storage);
static Models.PersonBirthday GetNextBirthDate(Properties.IStorage storage) =>
PersonBirthday.GetNextBirthDate(storage);
TimeSpan? TestStatic_Get(DateTime now, Models.PersonBirthday personBirthday) =>
PersonBirthday.GetTimeSpan(now, isWrongYear: false, personBirthday);
TimeSpan? TestStatic_Get(DateTime minimumDateTime, Models.PersonBirthday personBirthday) =>
PersonBirthday.GetTimeSpan(minimumDateTime, isWrongYear: false, personBirthday);
static TimeSpan? GetTimeSpan(DateTime minimumDateTime, Models.PersonBirthday personBirthday) =>
PersonBirthday.GetTimeSpan(minimumDateTime, isWrongYear: false, personBirthday);
TimeSpan? TestStatic_Get(long minimumDateTimeTicks, bool? isWrongYear, Models.PersonBirthday personBirthday) =>
PersonBirthday.GetTimeSpan(minimumDateTimeTicks, isWrongYear, personBirthday);
static TimeSpan? GetTimeSpan(long minimumDateTimeTicks, bool? isWrongYear, Models.PersonBirthday personBirthday) =>
PersonBirthday.GetTimeSpan(minimumDateTimeTicks, isWrongYear, personBirthday);
string TestStatic_GetFileFullName(Properties.IStorage storage, Models.PersonBirthday personBirthday) =>
PersonBirthday.GetFileFullName(storage, personBirthday);
static string GetFileFullName(Properties.IStorage storage, Models.PersonBirthday personBirthday) =>
@ -69,4 +85,8 @@ public interface IPersonBirthday
static TimeSpan? GetTimeSpan(DateTime minimumDateTime, bool? isWrongYear, Models.PersonBirthday personBirthday) =>
PersonBirthday.GetTimeSpan(minimumDateTime, isWrongYear, personBirthday);
bool TestStatic_IsWrongYearFilterOrCounterPersonBirthday(bool? isWrongYear, Models.PersonBirthday personBirthday);
static bool IsWrongYearFilterOrCounterPersonBirthday(bool? isWrongYear, Models.PersonBirthday personBirthday) =>
PersonBirthday.IsWrongYearFilterOrCounterPersonBirthday(isWrongYear, personBirthday);
}

12
Shared/Models/Stateless/Methods/ISorting.cs
View File

@ -3,10 +3,14 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface ISorting
{ // ...
Models.Sorting TestStatic_GetSorting(int[] numbers);
static Models.Sorting GetSorting(int[] numbers) => Sorting.Get(numbers);
Models.Sorting[] TestStatic_Sort(List<Models.Sorting> collection) =>
Sort(collection);
static Models.Sorting[] Sort(List<Models.Sorting> collection) =>
(from l in collection orderby l.WithinRange, l.DistancePermyriad, l.DaysDelta select l).ToArray();
List<int[]> TestStatic_GetFaceNumbers(List<Models.Sorting> collection);
static List<int[]> GetFaceNumbers(List<Models.Sorting> collection) => Sorting.GetFaceNumbers(collection);
Models.Sorting TestStatic_Get(Models.FaceDistance faceDistanceEncoding, Models.FaceDistance faceDistanceLength, bool anyLowerThanTolerance, List<(long lcl, long minimum, long maximum, long ucl)> personKeysRangesCollection) =>
Get(faceDistanceEncoding, faceDistanceLength, anyLowerThanTolerance, personKeysRangesCollection);
static Models.Sorting Get(Models.FaceDistance faceDistanceEncoding, Models.FaceDistance faceDistanceLength, bool anyLowerThanTolerance, List<(long lcl, long minimum, long maximum, long ucl)> personKeysRangesCollection) =>
Sorting.Get(faceDistanceEncoding, faceDistanceLength, anyLowerThanTolerance, personKeysRangesCollection);
}

11
Shared/Models/Stateless/Methods/ISortingContainer.cs Normal file
View File

@ -0,0 +1,11 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
public interface ISortingContainer
{ // ...
Models.SortingContainer[] TestStatic_Sort(List<Models.SortingContainer> collection) =>
Sort(collection);
static Models.SortingContainer[] Sort(List<Models.SortingContainer> collection) =>
(from l in collection orderby l.Sorting.WithinRange, l.Sorting.DistancePermyriad, l.Sorting.DaysDelta select l).ToArray();
}

63
Shared/Models/Stateless/Methods/Location.cs
View File

@ -3,4 +3,67 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class Location
{
internal static int GetNormalizedPixelPercentage(int bottom, int height, int left, int right, int top, int width, int zCount)
{
int result;
double value;
double total = width * height;
Check(bottom, left, right, top, zCount);
double xCenter = left + ((right - left) / 2);
double yCenter = top + ((bottom - top) / 2);
double at = ((yCenter - 1) * width) + xCenter;
value = at / total;
if (value < 0)
value = 3;
result = (int)(Math.Round(value, Stateless.ILocation.Digits) * Stateless.ILocation.Factor);
return result;
}
internal static void Check(int bottom, int left, int right, int top, int zCount)
{
if (left < 0)
throw new Exception();
if (right < 0)
throw new Exception();
if (right < left)
throw new Exception();
if (top < 0)
throw new Exception();
if (bottom < 0)
throw new Exception();
if (bottom < top)
throw new Exception();
if (zCount < 0)
throw new Exception();
}
internal static void Check(int bottom, int height, int left, int right, int top, int width, int zCount)
{
if (bottom > height)
throw new Exception();
if (left > width)
throw new Exception();
if (right > width)
throw new Exception();
if (top > height)
throw new Exception();
if (zCount < 0)
throw new Exception();
}
internal static void Check(int bottom, int left, int? normalizedPixelPercentage, int right, int top, int zCount)
{
Check(bottom, left, right, top, zCount);
if (normalizedPixelPercentage.HasValue && normalizedPixelPercentage.Value < 0)
throw new Exception();
}
internal static void Check(int bottom, int height, int left, int? normalizedPixelPercentage, int right, int top, int width, int zCount)
{
Check(bottom, left, right, top, zCount);
Check(bottom, height, left, right, top, width, zCount);
if (normalizedPixelPercentage.HasValue && normalizedPixelPercentage.Value < 0)
throw new Exception();
}
}

45
Shared/Models/Stateless/Methods/Mapping.cs
View File

@ -5,24 +5,11 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class Mapping
{
private static double GetDeterministicHashCodeKey(int id, int normalizedPixelPercentage)
=> Math.Round(double.Parse($"{id}.{normalizedPixelPercentage}"), Stateless.ILocation.Digits);
internal static double GetDeterministicHashCodeKey(Models.Item item, Models.Closest closest)
{
double result;
if (item.Property?.Id is null || item.ImageFileHolder is null)
throw new NullReferenceException();
result = GetDeterministicHashCodeKey(item.Property.Id.Value, closest.NormalizedPixelPercentage);
return result;
}
internal static double GetDeterministicHashCodeKey(Models.Item item, Models.Face face)
{
double result;
if (item.Property?.Id is null || item.ImageFileHolder is null || face.Location?.NormalizedPixelPercentage is null)
throw new NullReferenceException();
result = GetDeterministicHashCodeKey(item.Property.Id.Value, face.Location.NormalizedPixelPercentage.Value);
double result = IMapping.GetDeterministicHashCodeKeyValue(item.Property.Id.Value, face.Location.NormalizedPixelPercentage.Value);
return result;
}
@ -37,7 +24,7 @@ internal abstract class Mapping
{
if (face.FaceEncoding is null || face.Location?.NormalizedPixelPercentage is null)
continue;
if (normalizedPixelPercentageValue != face.Location.NormalizedPixelPercentage.Value && deterministicHashCodeKey != GetDeterministicHashCodeKey(id, face.Location.NormalizedPixelPercentage.Value))
if (normalizedPixelPercentageValue != face.Location.NormalizedPixelPercentage.Value && deterministicHashCodeKey != IMapping.GetDeterministicHashCodeKeyValue(id, face.Location.NormalizedPixelPercentage.Value))
continue;
collection.Add(face);
}
@ -56,36 +43,46 @@ internal abstract class Mapping
}
}
private static double? GetReversedDeterministicHashCodeFromSegments(bool keyValuePairsAny, Dictionary<int, List<Models.Face>> keyValuePairs, string file, string[] segments)
private static (int?, int?, double?) GetReversedDeterministicHashCodeKeysFromSegments(bool keyValuePairsAny, Dictionary<int, List<Models.Face>> keyValuePairs, string file, string[] segments)
{
double? result;
if (segments.Length != 3)
throw new Exception();
string id = segments[0];
int normalizedPixelPercentageValue;
string normalizedPixelPercentage = segments[1];
if (!int.TryParse(id, out int idValue) || !int.TryParse(normalizedPixelPercentage, out int normalizedPixelPercentageValue))
if (!int.TryParse(id, out int idValue) | !int.TryParse(normalizedPixelPercentage, out normalizedPixelPercentageValue))
result = null;
else
{
result = GetDeterministicHashCodeKey(idValue, normalizedPixelPercentageValue);
result = IMapping.GetDeterministicHashCodeKeyValue(idValue, normalizedPixelPercentageValue);
if (keyValuePairsAny && keyValuePairs.ContainsKey(idValue))
UseKeyValuePairsSaveFaceEncoding(keyValuePairs, file, idValue, normalizedPixelPercentageValue, result.Value, $".{segments[2]}");
}
return result;
return new(idValue, normalizedPixelPercentageValue, result);
}
internal static double? GetReversedDeterministicHashCodeKey(bool keyValuePairsAny, Dictionary<int, List<Models.Face>> keyValuePairs, string file)
internal static (int?, int?) GetReversedDeterministicHashCodeKey(bool keyValuePairsAny, Dictionary<int, List<Models.Face>> keyValuePairs, string file)
{
double? result;
int? id;
int? normalizedPixelPercentage;
string fileName = Path.GetFileName(file);
if (fileName.Length < 2 || fileName[1..].Contains('-'))
result = null;
{
id = null;
normalizedPixelPercentage = null;
}
else
{
string[] segments = fileName.Split('.');
result = GetReversedDeterministicHashCodeFromSegments(keyValuePairsAny, keyValuePairs, file, segments);
(id, normalizedPixelPercentage, double? result) = GetReversedDeterministicHashCodeKeysFromSegments(keyValuePairsAny, keyValuePairs, file, segments);
if (result is null)
{
id = null;
normalizedPixelPercentage = null;
}
return result;
}
return new(id, normalizedPixelPercentage);
}
}

43
Shared/Models/Stateless/Methods/PersonBirthday.cs
View File

@ -26,16 +26,53 @@ internal abstract class PersonBirthday
return result;
}
internal static TimeSpan? GetTimeSpan(DateTime minimumDateTime, bool? isWrongYear, Models.PersonBirthday personBirthday)
internal static bool IsCounterPersonBirthday(Models.PersonBirthday personBirthday)
{
bool result;
if (personBirthday.Value.Year < 1900)
result = true;
else
result = false;
return result;
}
internal static bool IsWrongYearFilterOrCounterPersonBirthday(bool? isWrongYear, Models.PersonBirthday personBirthday)
{
bool result;
if (isWrongYear is null || isWrongYear.Value || IsCounterPersonBirthday(personBirthday))
result = true;
else
result = false;
return result;
}
internal static TimeSpan? GetTimeSpan(long minimumDateTimeTicks, bool? isWrongYear, Models.PersonBirthday personBirthday)
{
TimeSpan? timeSpan;
if (isWrongYear is null || isWrongYear.Value || personBirthday.Value.Year < 1900)
bool isWrongYearFilterOrCounterPersonBirthday = IsWrongYearFilterOrCounterPersonBirthday(isWrongYear, personBirthday);
if (isWrongYearFilterOrCounterPersonBirthday)
timeSpan = null;
else
timeSpan = new(minimumDateTime.Ticks - personBirthday.Value.Ticks);
timeSpan = new(minimumDateTimeTicks - personBirthday.Value.Ticks);
return timeSpan;
}
internal static TimeSpan? GetTimeSpan(DateTime minimumDateTime, bool? isWrongYear, Models.PersonBirthday personBirthday)
{
TimeSpan? timeSpan = GetTimeSpan(minimumDateTime.Ticks, isWrongYear, personBirthday);
return timeSpan;
}
internal static (int, TimeSpan) GetAge(long dateTimeTicks, Models.PersonBirthday birthday)
{
TimeSpan result;
int years;
if (birthday?.Value is null)
throw new NullReferenceException(nameof(birthday.Value));
(years, result) = Age.GetAge(dateTimeTicks, birthday.Value);
return (years, result);
}
internal static (int, TimeSpan) GetAge(DateTime dateTime, Models.PersonBirthday birthday)
{
TimeSpan result;

77
Shared/Models/Stateless/Methods/Sorting.cs
View File

@ -3,48 +3,47 @@ namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class Sorting
{
internal static Models.Sorting Get(int[] collection)
internal static Models.Sorting Get(Models.FaceDistance faceDistanceEncoding, Models.FaceDistance faceDistanceLength, bool anyLowerThanTolerance, List<(long lcl, long minimum, long maximum, long ucl)> personKeysRangesCollection)
{
if (collection.Length != 5)
throw new Exception();
Models.Sorting result;
int id = collection[3];
int distance = collection[1];
int confidence = collection[2];
int faceEncoding = collection[0];
int normalizedPixelPercentage = collection[4];
result = new(confidence, distance, faceEncoding, id, normalizedPixelPercentage);
if (faceDistanceLength.Length is null)
throw new NotSupportedException();
if (faceDistanceLength.NormalizedPixelPercentage is null)
throw new NotSupportedException();
bool older;
int daysDelta;
int withinRange;
int distancePermyriad;
if (faceDistanceLength.Length.Value == 0 || (anyLowerThanTolerance && faceDistanceLength.Length.Value >= Stateless.IFaceDistance.Tolerance))
{
older = false;
daysDelta = 0;
withinRange = 0;
distancePermyriad = 0;
}
else
{
if (faceDistanceEncoding.MinimumDateTime is null || faceDistanceLength.MinimumDateTime is null)
throw new NotSupportedException();
List<int> withinRanges = new();
long ticks = faceDistanceEncoding.MinimumDateTime.Value.Ticks;
TimeSpan timeSpan = new(faceDistanceLength.MinimumDateTime.Value.Ticks - ticks);
older = timeSpan.TotalMilliseconds < 0;
daysDelta = (int)Math.Round(Math.Abs(timeSpan.TotalDays), 0);
distancePermyriad = (int)(faceDistanceLength.Length.Value / Stateless.IFaceDistance.Tolerance * Stateless.IFaceDistance.Permyriad);
foreach ((long lcl, long minimum, long maximum, long ucl) in personKeysRangesCollection)
{
if (ticks > minimum && ticks < maximum)
withinRanges.Add(0);
else if (ticks > lcl && ticks < ucl)
withinRanges.Add(1);
else
withinRanges.Add(2);
}
withinRange = withinRanges.Max();
}
result = new(daysDelta, distancePermyriad, faceDistanceLength.Id, faceDistanceLength.NormalizedPixelPercentage.Value, older, withinRange);
return result;
}
internal static List<int[]> GetFaceNumbers(List<Models.Sorting> collection)
{
List<int[]> results = new();
List<int> faceNumbers;
collection = (from l in collection orderby l.FaceEncoding is not null, l.Distance, l.Confidence descending, l.Id, l.NormalizedPixelPercentage select l).ToList();
foreach (Models.Sorting sorting in collection)
{
faceNumbers = new();
if (sorting.FaceEncoding is null)
faceNumbers.Add(Stateless.ILocation.Factor);
else
faceNumbers.Add(Stateless.ILocation.Factor * 2);
if (sorting.Distance is null)
faceNumbers.Add(Stateless.ILocation.Factor);
else
faceNumbers.Add((int)(Math.Round(sorting.Distance.Value, Stateless.ILocation.Digits) * Stateless.ILocation.Factor));
if (sorting.Confidence is null)
faceNumbers.Add(Stateless.ILocation.Factor);
else
faceNumbers.Add((int)(Math.Round(sorting.Confidence.Value, Stateless.ILocation.Digits) * Stateless.ILocation.Factor));
faceNumbers.Add(sorting.Id);
if (sorting.NormalizedPixelPercentage is null)
faceNumbers.Add(Stateless.ILocation.Factor);
else
faceNumbers.Add(sorting.NormalizedPixelPercentage.Value);
results.Add(faceNumbers.ToArray());
}
return results;
}
}

6
Shared/Models/Stateless/Methods/SortingContainer.cs Normal file
View File

@ -0,0 +1,6 @@
namespace View_by_Distance.Shared.Models.Stateless.Methods;
internal abstract class SortingContainer
{
}

4
Tests/Models/Binder/Configuration.cs
View File

@ -19,7 +19,6 @@ public class Configuration
[Display(Name = "Ignore Extensions"), Required] public string[] IgnoreExtensions { get; set; }
[Display(Name = "Ignore Relative Paths"), Required] public string[] IgnoreRelativePaths { get; set; }
[Display(Name = "Julie Phares Copy Birthdays"), Required] public string[] JuliePhares { get; set; }
[Display(Name = "Load Or Create Then Save Directory Distance Results"), Required] public string[] LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Distance Results"), Required] public string[] LoadOrCreateThenSaveDistanceResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Image Faces Results"), Required] public string[] LoadOrCreateThenSaveImageFacesResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Index"), Required] public bool? LoadOrCreateThenSaveIndex { get; set; }
@ -129,8 +128,6 @@ public class Configuration
throw new NullReferenceException(nameof(configuration.TestDistanceResults));
if (configuration.ValidResolutions is null)
throw new NullReferenceException(nameof(configuration.ValidResolutions));
if (configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions is null)
configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions = Array.Empty<string>();
if (configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions is null)
configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions = Array.Empty<string>();
if (configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions is null)
@ -149,7 +146,6 @@ public class Configuration
configuration.IgnoreExtensions,
configuration.IgnoreRelativePaths,
configuration.JuliePhares,
configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveIndex.Value,

4
Tests/Models/Configuration.cs
View File

@ -18,7 +18,6 @@ public class Configuration
public string[] IgnoreExtensions { init; get; }
public string[] IgnoreRelativePaths { init; get; }
public string[] JuliePhares { init; get; }
public string[] LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions { init; get; }
public string[] LoadOrCreateThenSaveDistanceResultsForOutputResolutions { init; get; }
public string[] LoadOrCreateThenSaveImageFacesResultsForOutputResolutions { init; get; }
public bool LoadOrCreateThenSaveIndex { init; get; }
@ -53,7 +52,7 @@ public class Configuration
public string[] ValidResolutions { init; get; }
[JsonConstructor]
public Configuration(Property.Models.Configuration propertyConfiguration, bool checkJsonForDistanceResults, int crossDirectoryMaxItemsInDistanceCollection, int distanceFactor, bool forceFaceLastWriteTimeToCreationTime, bool forceMetadataLastWriteTimeToCreationTime, bool forceResizeLastWriteTimeToCreationTime, string[] ignoreExtensions, string[] ignoreRelativePaths, string[] juliePhares, string[] loadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveImageFacesResultsForOutputResolutions, bool loadOrCreateThenSaveIndex, int locationConfidenceFactor, int? mappedMaxIndex, int maxItemsInDistanceCollection, string[] mixedYearRelativePaths, string modelDirectory, string modelName, int numberOfJitters, int numberOfTimesToUpsample, string outputExtension, int outputQuality, string[] outputResolutions, bool overrideForFaceImages, bool overrideForFaceLandmarkImages, bool overrideForResizeImages, int paddingLoops, string predictorModelName, bool propertiesChangedForDistance, bool propertiesChangedForFaces, bool propertiesChangedForIndex, bool propertiesChangedForMetadata, bool propertiesChangedForResize, bool reverse, string[] saveFaceLandmarkForOutputResolutions, bool saveFullYearOfRandomFiles, bool saveResizedSubfiles, string[] saveShortcutsForOutputResolutions, bool skipSearch, bool testDistanceResults, string[] validResolutions)
public Configuration(Property.Models.Configuration propertyConfiguration, bool checkJsonForDistanceResults, int crossDirectoryMaxItemsInDistanceCollection, int distanceFactor, bool forceFaceLastWriteTimeToCreationTime, bool forceMetadataLastWriteTimeToCreationTime, bool forceResizeLastWriteTimeToCreationTime, string[] ignoreExtensions, string[] ignoreRelativePaths, string[] juliePhares, string[] loadOrCreateThenSaveDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveImageFacesResultsForOutputResolutions, bool loadOrCreateThenSaveIndex, int locationConfidenceFactor, int? mappedMaxIndex, int maxItemsInDistanceCollection, string[] mixedYearRelativePaths, string modelDirectory, string modelName, int numberOfJitters, int numberOfTimesToUpsample, string outputExtension, int outputQuality, string[] outputResolutions, bool overrideForFaceImages, bool overrideForFaceLandmarkImages, bool overrideForResizeImages, int paddingLoops, string predictorModelName, bool propertiesChangedForDistance, bool propertiesChangedForFaces, bool propertiesChangedForIndex, bool propertiesChangedForMetadata, bool propertiesChangedForResize, bool reverse, string[] saveFaceLandmarkForOutputResolutions, bool saveFullYearOfRandomFiles, bool saveResizedSubfiles, string[] saveShortcutsForOutputResolutions, bool skipSearch, bool testDistanceResults, string[] validResolutions)
{
_PropertyConfiguration = propertyConfiguration;
CheckJsonForDistanceResults = checkJsonForDistanceResults;
@ -65,7 +64,6 @@ public class Configuration
IgnoreExtensions = ignoreExtensions;
IgnoreRelativePaths = ignoreRelativePaths;
JuliePhares = juliePhares;
LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions = loadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions;
LoadOrCreateThenSaveDistanceResultsForOutputResolutions = loadOrCreateThenSaveDistanceResultsForOutputResolutions;
LoadOrCreateThenSaveImageFacesResultsForOutputResolutions = loadOrCreateThenSaveImageFacesResultsForOutputResolutions;
LoadOrCreateThenSaveIndex = loadOrCreateThenSaveIndex;

38
Tests/UnitTestCalculations.cs
View File

@ -68,6 +68,9 @@ public class UnitTestCalculations
Assert.IsFalse(_PropertyConfiguration is null);
}
[TestMethod]
public void TestMethodGetSort() => Assert.IsTrue(new bool[] { true, false }.OrderByDescending(l => l).First());
[TestMethod]
public void TestMethodGetAge()
{
@ -77,4 +80,39 @@ public class UnitTestCalculations
Assert.IsTrue(age.Value > 42.6092);
}
[TestMethod]
public void TestMethodRound()
{
Assert.IsTrue(Shared.Models.Stateless.ILocation.Digits == 6);
Assert.IsTrue(Shared.Models.Stateless.ILocation.Factor == 1000000);
double valueA = 0.00001d;
int checkA = (int)(Math.Round(valueA, Shared.Models.Stateless.ILocation.Digits) * Shared.Models.Stateless.ILocation.Factor);
Assert.IsTrue(checkA == 10);
double valueB = 0.01d;
int checkB = (int)(Math.Round(valueB, Shared.Models.Stateless.ILocation.Digits) * Shared.Models.Stateless.ILocation.Factor);
Assert.IsTrue(checkB == 10000);
Assert.IsTrue(checkB > checkA);
}
[TestMethod]
public void TestMethodRoundB()
{
const int DistanceDigits = 3;
const int DistanceFactor = 1000;
const int ToleranceAfterFactor = 600;
Assert.IsTrue(DistanceDigits == 3);
Assert.IsTrue(DistanceFactor == 1000);
Assert.IsTrue(Shared.Models.Stateless.IFaceDistance.Tolerance == 0.6d);
Assert.IsTrue(ToleranceAfterFactor == 600);
double valueA = 0.00001d;
int checkA = (int)(Math.Round(valueA, Shared.Models.Stateless.ILocation.Digits) * Shared.Models.Stateless.ILocation.Factor);
Assert.IsTrue(checkA == 10);
double valueB = 0.01d;
int checkB = (int)(Math.Round(valueB, Shared.Models.Stateless.ILocation.Digits) * Shared.Models.Stateless.ILocation.Factor);
Assert.IsTrue(checkB == 10000);
Assert.IsTrue(checkB > checkA);
int checkC = (int)(Shared.Models.Stateless.IFaceDistance.Tolerance * DistanceFactor);
Assert.IsTrue(checkC == ToleranceAfterFactor);
}
}

12
Tests/UnitTestResize.cs
View File

@ -100,7 +100,7 @@ public class UnitTestResize
bottom = 10;
width = 100;
height = 100;
normalizedPixelPercentage = Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
normalizedPixelPercentage = Shared.Models.Stateless.Methods.ILocation.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
Assert.IsTrue(normalizedPixelPercentage == 40500);
left = 50;
top = 50;
@ -108,7 +108,7 @@ public class UnitTestResize
bottom = 60;
width = 100;
height = 100;
normalizedPixelPercentage = Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
normalizedPixelPercentage = Shared.Models.Stateless.Methods.ILocation.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
Assert.IsTrue(normalizedPixelPercentage == 545500);
}
@ -123,7 +123,7 @@ public class UnitTestResize
bottom = 260;
width = 500;
height = 500;
normalizedPixelPercentage = Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
normalizedPixelPercentage = Shared.Models.Stateless.Methods.ILocation.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
Assert.IsTrue(normalizedPixelPercentage == 499000);
left = 490;
top = 490;
@ -131,7 +131,7 @@ public class UnitTestResize
bottom = 510;
width = 1000;
height = 1000;
normalizedPixelPercentage = Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
normalizedPixelPercentage = Shared.Models.Stateless.Methods.ILocation.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
Assert.IsTrue(normalizedPixelPercentage == 499500);
}
@ -146,7 +146,7 @@ public class UnitTestResize
bottom = 80;
width = 100;
height = 100;
normalizedPixelPercentage = Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
normalizedPixelPercentage = Shared.Models.Stateless.Methods.ILocation.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 1);
Assert.IsTrue(normalizedPixelPercentage == 594000);
left = 20;
top = 40;
@ -154,7 +154,7 @@ public class UnitTestResize
bottom = 80;
width = 100;
height = 100;
normalizedPixelPercentage = Location.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 10);
normalizedPixelPercentage = Shared.Models.Stateless.Methods.ILocation.GetNormalizedPixelPercentage(bottom, height, left, right, top, width, 10);
Assert.IsTrue(normalizedPixelPercentage == 594000);
}

4
TestsWithFaceRecognitionDotNet/Models/Binder/Configuration.cs
View File

@ -19,7 +19,6 @@ public class Configuration
[Display(Name = "Ignore Extensions"), Required] public string[] IgnoreExtensions { get; set; }
[Display(Name = "Ignore Relative Paths"), Required] public string[] IgnoreRelativePaths { get; set; }
[Display(Name = "Julie Phares Copy Birthdays"), Required] public string[] JuliePhares { get; set; }
[Display(Name = "Load Or Create Then Save Directory Distance Results"), Required] public string[] LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Distance Results"), Required] public string[] LoadOrCreateThenSaveDistanceResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Image Faces Results"), Required] public string[] LoadOrCreateThenSaveImageFacesResultsForOutputResolutions { get; set; }
[Display(Name = "Load Or Create Then Save Index"), Required] public bool? LoadOrCreateThenSaveIndex { get; set; }
@ -129,8 +128,6 @@ public class Configuration
throw new NullReferenceException(nameof(configuration.TestDistanceResults));
if (configuration.ValidResolutions is null)
throw new NullReferenceException(nameof(configuration.ValidResolutions));
if (configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions is null)
configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions = Array.Empty<string>();
if (configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions is null)
configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions = Array.Empty<string>();
if (configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions is null)
@ -149,7 +146,6 @@ public class Configuration
configuration.IgnoreExtensions,
configuration.IgnoreRelativePaths,
configuration.JuliePhares,
configuration.LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions,
configuration.LoadOrCreateThenSaveIndex.Value,

4
TestsWithFaceRecognitionDotNet/Models/Configuration.cs
View File

@ -18,7 +18,6 @@ public class Configuration
public string[] IgnoreExtensions { init; get; }
public string[] IgnoreRelativePaths { init; get; }
public string[] JuliePhares { init; get; }
public string[] LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions { init; get; }
public string[] LoadOrCreateThenSaveDistanceResultsForOutputResolutions { init; get; }
public string[] LoadOrCreateThenSaveImageFacesResultsForOutputResolutions { init; get; }
public bool LoadOrCreateThenSaveIndex { init; get; }
@ -53,7 +52,7 @@ public class Configuration
public string[] ValidResolutions { init; get; }
[JsonConstructor]
public Configuration(Property.Models.Configuration propertyConfiguration, bool checkJsonForDistanceResults, int crossDirectoryMaxItemsInDistanceCollection, int distanceFactor, bool forceFaceLastWriteTimeToCreationTime, bool forceMetadataLastWriteTimeToCreationTime, bool forceResizeLastWriteTimeToCreationTime, string[] ignoreExtensions, string[] ignoreRelativePaths, string[] juliePhares, string[] loadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveImageFacesResultsForOutputResolutions, bool loadOrCreateThenSaveIndex, int locationConfidenceFactor, int? mappedMaxIndex, int maxItemsInDistanceCollection, string[] mixedYearRelativePaths, string modelDirectory, string modelName, int numberOfJitters, int numberOfTimesToUpsample, string outputExtension, int outputQuality, string[] outputResolutions, bool overrideForFaceImages, bool overrideForFaceLandmarkImages, bool overrideForResizeImages, int paddingLoops, string predictorModelName, bool propertiesChangedForDistance, bool propertiesChangedForFaces, bool propertiesChangedForIndex, bool propertiesChangedForMetadata, bool propertiesChangedForResize, bool reverse, string[] saveFaceLandmarkForOutputResolutions, bool saveFullYearOfRandomFiles, bool saveResizedSubfiles, string[] saveShortcutsForOutputResolutions, bool skipSearch, bool testDistanceResults, string[] validResolutions)
public Configuration(Property.Models.Configuration propertyConfiguration, bool checkJsonForDistanceResults, int crossDirectoryMaxItemsInDistanceCollection, int distanceFactor, bool forceFaceLastWriteTimeToCreationTime, bool forceMetadataLastWriteTimeToCreationTime, bool forceResizeLastWriteTimeToCreationTime, string[] ignoreExtensions, string[] ignoreRelativePaths, string[] juliePhares, string[] loadOrCreateThenSaveDistanceResultsForOutputResolutions, string[] loadOrCreateThenSaveImageFacesResultsForOutputResolutions, bool loadOrCreateThenSaveIndex, int locationConfidenceFactor, int? mappedMaxIndex, int maxItemsInDistanceCollection, string[] mixedYearRelativePaths, string modelDirectory, string modelName, int numberOfJitters, int numberOfTimesToUpsample, string outputExtension, int outputQuality, string[] outputResolutions, bool overrideForFaceImages, bool overrideForFaceLandmarkImages, bool overrideForResizeImages, int paddingLoops, string predictorModelName, bool propertiesChangedForDistance, bool propertiesChangedForFaces, bool propertiesChangedForIndex, bool propertiesChangedForMetadata, bool propertiesChangedForResize, bool reverse, string[] saveFaceLandmarkForOutputResolutions, bool saveFullYearOfRandomFiles, bool saveResizedSubfiles, string[] saveShortcutsForOutputResolutions, bool skipSearch, bool testDistanceResults, string[] validResolutions)
{
_PropertyConfiguration = propertyConfiguration;
CheckJsonForDistanceResults = checkJsonForDistanceResults;
@ -65,7 +64,6 @@ public class Configuration
IgnoreExtensions = ignoreExtensions;
IgnoreRelativePaths = ignoreRelativePaths;
JuliePhares = juliePhares;
LoadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions = loadOrCreateThenSaveDirectoryDistanceResultsForOutputResolutions;
LoadOrCreateThenSaveDistanceResultsForOutputResolutions = loadOrCreateThenSaveDistanceResultsForOutputResolutions;
LoadOrCreateThenSaveImageFacesResultsForOutputResolutions = loadOrCreateThenSaveImageFacesResultsForOutputResolutions;
LoadOrCreateThenSaveIndex = loadOrCreateThenSaveIndex;

6
TestsWithFaceRecognitionDotNet/UnitTestFace.cs
View File

@ -214,9 +214,9 @@ public class UnitTestFace
List<(int, Location Location, FaceRecognitionDotNet.FaceEncoding? FaceEncoding, Dictionary<FacePart, FacePoint[]>? FaceParts)> collection;
collection = faceRecognition.GetCollection(image, includeFaceEncoding: true, includeFaceParts: true, sortByNormalizedPixelPercentage: true);
Assert.IsTrue(collection.Count == 2);
FaceRecognitionDotNet.FaceEncoding[] faceEncodings = (from l in collection where l.FaceEncoding is not null select l.FaceEncoding).ToArray();
List<double> faceDistances = FaceRecognition.FaceDistances(faceEncodings, faceEncodings[0]);
Assert.IsTrue(faceDistances.Count == 2);
List<FaceDistance> faceDistanceEncodings = (from l in collection where l.FaceEncoding is not null select new FaceDistance(l.FaceEncoding)).ToList();
List<FaceDistance> faceDistanceLengths = FaceRecognition.FaceDistances(faceDistanceEncodings, faceDistanceEncodings[0]);
Assert.IsTrue(faceDistanceLengths.Count == 2);
Assert.IsNotNull(sourceFileName);
}

3
package.json
View File

@ -29,6 +29,7 @@
"c": "When looping through all files and file not in collection path&name or date is different from collection value",
"d": "Get id in normal fashion",
"e": "If id is in collection update collection to new path/name",
"f": "If not save and add to collection"
"f": "If not save and add to collection",
"g": "Nicéphore Niépce in 1826 or 1827"
}
}