using Microsoft.Extensions.Configuration; using Phares.Shared; using ShellProgressBar; using System.Drawing.Imaging; using System.Text.Json; using View_by_Distance.Distance.Models; using View_by_Distance.Face.Models; using View_by_Distance.FaceParts.Models; using View_by_Distance.FaceRecognitionDotNet; using View_by_Distance.Instance.Models; using View_by_Distance.Map.Models; using View_by_Distance.Metadata.Models; using View_by_Distance.Property.Models; using View_by_Distance.Resize.Models; using View_by_Distance.Shared.Models; using View_by_Distance.Shared.Models.Methods; using View_by_Distance.Shared.Models.Stateless; namespace View_by_Distance.Instance; public partial class DlibDotNet { private readonly D_Face _Faces; private readonly bool _FirstRun; private readonly G_Index _Index; private readonly C_Resize _Resize; private readonly F_Random _Random; private readonly E3_Rename _Rename; private readonly IConsole _Console; private readonly E_Distance _Distance; private readonly B_Metadata _Metadata; private readonly Serilog.ILogger? _Log; private readonly D2_FaceParts _FaceParts; private readonly AppSettings _AppSettings; private readonly List _Exceptions; private readonly IsEnvironment _IsEnvironment; private readonly Models.Configuration _Configuration; private readonly bool _ArgZeroIsConfigurationRootDirectory; private readonly Map.Models.Configuration _MapConfiguration; private readonly List> _FileKeyValuePairs; private readonly Dictionary>> _FilePropertiesKeyValuePairs; public DlibDotNet( List args, IsEnvironment isEnvironment, IConfigurationRoot configurationRoot, AppSettings appSettings, string workingDirectory, bool isSilent, IConsole console) { _Console = console; string argZero; string message; _AppSettings = appSettings; _IsEnvironment = isEnvironment; long ticks = DateTime.Now.Ticks; _Exceptions = new List(); PersonContainer[] personContainers; _Log = Serilog.Log.ForContext(); _FileKeyValuePairs = new List>(); _FilePropertiesKeyValuePairs = new Dictionary>>(); Property.Models.Configuration propertyConfiguration = Property.Models.Binder.Configuration.Get(isEnvironment, configurationRoot); _Log.Information(propertyConfiguration.RootDirectory); Property.Models.Configuration.Verify(propertyConfiguration, requireExist: false); Models.Configuration configuration = Models.Binder.Configuration.Get(isEnvironment, configurationRoot, propertyConfiguration); Verify(configuration); VerifyExtra(args, propertyConfiguration, configuration); _Configuration = configuration; _Index = new(configuration); _Random = new(configuration); _Rename = new(configuration); _MapConfiguration = Get(configuration); _Distance = new( configuration.DistanceMoveUnableToMatch, configuration.DistancePixelDistanceTolerance, configuration.FaceDistanceMinimumConfidence, configuration.FaceDistancePermyriad, configuration.FaceDistanceTolerance, configuration.PropertyConfiguration.ResultAllInOne, configuration.SortingDaysDeltaTolerance, configuration.SortingMaximumPerFaceShouldBeHigh); if (configuration.IgnoreExtensions is null) throw new NullReferenceException(nameof(configuration.IgnoreExtensions)); string propertyRoot = Property.Models.Stateless.IResult.GetResultsGroupDirectory(propertyConfiguration, nameof(A_Property), create: false); _FirstRun = !Directory.Exists(propertyRoot); _Metadata = new(configuration.ForceMetadataLastWriteTimeToCreationTime, configuration.PropertiesChangedForMetadata); argZero = args.Count > 0 ? Path.GetFullPath(args[0]) : Path.GetFullPath(propertyConfiguration.RootDirectory); _ArgZeroIsConfigurationRootDirectory = propertyConfiguration.RootDirectory == argZero; _Log.Information(configuration.ModelDirectory); (Model model, PredictorModel predictorModel, ModelParameter modelParameter) = GetModel(configuration); { (ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension) = C_Resize.GetPngLowQuality(); (ImageCodecInfo hiddenImageCodecInfo, EncoderParameters hiddenEncoderParameters, string hiddenFileNameExtension) = C_Resize.GetGifLowQuality(); _Faces = new D_Face( argZero, configuration.CheckDFaceAndUpWriteDates, configuration.PropertyConfiguration, encoderParameters, configuration.FaceDistanceHiddenImageFactor, filenameExtension, configuration.ForceFaceLastWriteTimeToCreationTime, hiddenEncoderParameters, hiddenFileNameExtension, hiddenImageCodecInfo, imageCodecInfo, model, modelParameter, configuration.NumberOfJitters, configuration.NumberOfTimesToUpsample, configuration.OverrideForFaceImages, configuration.RetryImagesWithoutAFace, predictorModel, configuration.PropertiesChangedForFaces); } if (_FirstRun || !_ArgZeroIsConfigurationRootDirectory) personContainers = Array.Empty(); else { int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds); message = $") Building People Collection - {totalSeconds} total second(s)"; ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true }; using ProgressBar progressBar = new(1, message, options); progressBar.Tick(); string rootDirectory = propertyConfiguration.RootDirectory; string peopleRootDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(propertyConfiguration, nameof(A2_People)); string? rootResultsDirectory = Path.GetDirectoryName(Path.GetDirectoryName(peopleRootDirectory)); if (rootResultsDirectory is null) throw new Exception(); Storage storage = new(rootDirectory, rootResultsDirectory, peopleRootDirectory); personContainers = Shared.Models.Stateless.Methods.IPersonContainer.GetPersonContainers( storage, configuration.PersonBirthdayFormat, _Faces.FileNameExtension); } if (!isSilent && configuration.TestDistanceResults) { E2_Navigate e2Navigate = new(console, configuration, argZero); e2Navigate.Navigate(propertyConfiguration, model, predictorModel, configuration.OutputResolutions[0]); _Log.Information(propertyConfiguration.RootDirectory); } { (ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension) = C_Resize.GetGifLowQuality(); _FaceParts = new D2_FaceParts(imageCodecInfo, encoderParameters, filenameExtension, configuration.CheckDFaceAndUpWriteDates, configuration.OverrideForFaceLandmarkImages); } { (ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension) = C_Resize.GetTuple( configuration.OutputExtension, configuration.OutputQuality); _Resize = new C_Resize( configuration.ForceResizeLastWriteTimeToCreationTime, configuration.OverrideForResizeImages, configuration.PropertiesChangedForResize, configuration.ValidResolutions, imageCodecInfo, encoderParameters, filenameExtension); } if (!configuration.SkipSearch) Search(ticks, model, predictorModel, argZero, propertyRoot, personContainers); if (!_FirstRun && !_IsEnvironment.Development && _Exceptions.Count == 0 && _ArgZeroIsConfigurationRootDirectory) { List directoryCollections = _Rename.GetDirectoryRenameCollections( propertyConfiguration, model, predictorModel, relativePath: string.Empty, newDirectoryName: string.Empty, jsonFiles4InfoAny: false); foreach (string[] directoryCollection in directoryCollections) { _Log.Information(string.Concat("Cleaning <", directoryCollection[0], ">")); _ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(directoryCollection[0]); } string d2FacePartsRootDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(propertyConfiguration, nameof(D2_FaceParts)); _Log.Information(string.Concat("Cleaning <", d2FacePartsRootDirectory, ">")); _ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(d2FacePartsRootDirectory); if (appSettings.MaxDegreeOfParallelism < 2) ticks = LogDelta(ticks, nameof(Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories)); } message = $"There were {_Exceptions.Count} exception(s) thrown! {Environment.NewLine}{string.Join(Environment.NewLine, _Exceptions)}"; _Log.Information(message); if (_Exceptions.Count != 0) throw new Exception(message); if (_FirstRun) _Log.Information("First run completed. Run again if wanted"); } private long LogDelta(long ticks, string? methodName) { long result; if (_Log is null) throw new NullReferenceException(nameof(_Log)); double delta = new TimeSpan(DateTime.Now.Ticks - ticks).TotalMilliseconds; _Log.Debug($"{methodName} took {Math.Floor(delta)} millisecond(s)"); result = DateTime.Now.Ticks; return result; } private long LogDeltaInSeconds(long ticks, string methodName) { long result; if (_Log is null) throw new NullReferenceException(nameof(_Log)); double delta = new TimeSpan(DateTime.Now.Ticks - ticks).Seconds; _Log.Debug($"{methodName} took {Math.Floor(delta)} seconds(s)"); result = DateTime.Now.Ticks; return result; } private long LogDeltaInMinutes(long ticks, string methodName) { long result; if (_Log is null) throw new NullReferenceException(nameof(_Log)); double delta = new TimeSpan(DateTime.Now.Ticks - ticks).Minutes; _Log.Debug($"{methodName} took {Math.Floor(delta)} minutes(s)"); result = DateTime.Now.Ticks; return result; } #pragma warning disable CA1416 #pragma warning restore CA1416 private static (Model model, PredictorModel predictorModel, ModelParameter modelParameter) GetModel(Models.Configuration configuration) { (Model, PredictorModel, ModelParameter) result; Array array; Model? model = null; PredictorModel? predictorModel = null; array = Enum.GetValues(typeof(Model)); foreach (Model check in array) { if (configuration.ModelName.Contains(check.ToString())) { model = check; break; } } if (model is null) throw new Exception("Destination directory must have Model name!"); model = model.Value; array = Enum.GetValues(typeof(PredictorModel)); foreach (PredictorModel check in array) { if (configuration.PredictorModelName.Contains(check.ToString())) { predictorModel = check; break; } } if (predictorModel is null) throw new Exception("Destination directory must have Predictor Model name!"); predictorModel = predictorModel.Value; ModelParameter modelParameter = new() { CnnFaceDetectorModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "mmod_human_face_detector.dat")), FaceRecognitionModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "dlib_face_recognition_resnet_model_v1.dat")), PosePredictor5FaceLandmarksModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "shape_predictor_5_face_landmarks.dat")), PosePredictor68FaceLandmarksModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "shape_predictor_68_face_landmarks.dat")) }; result = new(model.Value, predictorModel.Value, modelParameter); return result; } private void Verify(Models.Configuration configuration) { if (!configuration.OutputResolutions.Any() || string.IsNullOrEmpty(configuration.OutputResolutions[0]) || !configuration.ValidResolutions.Contains(configuration.OutputResolutions[0])) 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.LoadOrCreateThenSaveDistanceResultsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any()) throw new Exception($"One or more {nameof(configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions)} are not in the ValidResolutions list!"); if ((from l in configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any()) throw new Exception($"One or more {nameof(configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions)} are not in the ValidResolutions list!"); if ((from l in configuration.SaveShortcutsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any()) throw new Exception($"One or more {nameof(configuration.SaveShortcutsForOutputResolutions)} are not in the ValidResolutions list!"); if ((from l in configuration.SaveFaceLandmarkForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any()) throw new Exception($"One or more {nameof(configuration.SaveFaceLandmarkForOutputResolutions)} are not in the ValidResolutions list!"); if (configuration.DistanceFactor + configuration.LocationConfidenceFactor != 10) throw new NullReferenceException(nameof(configuration.DistanceFactor)); if (string.IsNullOrEmpty(configuration.ModelName)) throw new NullReferenceException(nameof(configuration.ModelName)); if (string.IsNullOrEmpty(configuration.OutputExtension)) throw new NullReferenceException(nameof(configuration.OutputExtension)); if (string.IsNullOrEmpty(configuration.PredictorModelName)) throw new NullReferenceException(nameof(configuration.PredictorModelName)); if (string.IsNullOrEmpty(configuration.ModelDirectory) || !Directory.Exists(configuration.ModelDirectory)) throw new NullReferenceException(nameof(configuration.ModelDirectory)); if (configuration.MappedMaxIndex.HasValue && configuration.LoadOrCreateThenSaveIndex && !_IsEnvironment.DebuggerWasAttachedDuringConstructor) throw new NullReferenceException(nameof(configuration.MappedMaxIndex)); } private void VerifyExtra(List args, Property.Models.Configuration propertyConfiguration, Models.Configuration configuration) { string[] sourceDirectoryNames; if (!args.Any()) sourceDirectoryNames = Array.Empty(); else { string? century; string argZero = Path.GetFullPath(args[0]); sourceDirectoryNames = argZero.Split(Path.DirectorySeparatorChar); if (!argZero.StartsWith(propertyConfiguration.RootDirectory)) throw new Exception($"Source directory must be inside root directory! <{argZero}> <{propertyConfiguration.RootDirectory}>"); if (_ArgZeroIsConfigurationRootDirectory && propertyConfiguration.RootDirectory != argZero) { if (!configuration.MixedYearRelativePaths.Contains(sourceDirectoryNames[0])) { string[] segments = sourceDirectoryNames[0].Split(' '); century = segments[^1].Length == 4 ? segments[^1][..2] : null; if (segments.Length < 2 || century is null || (century != "18" && century != "19" && century != "20")) throw new Exception("root subdirectory must have a year at the end or directory name needs to be added to the exclude list!"); } } } string[] resizeMatch = (from l in sourceDirectoryNames where configuration.ValidResolutions.Contains(l) select l).ToArray(); if (resizeMatch.Any()) throw new Exception("Input directory should be the source and not a resized directory!"); if (configuration.LocationDigits != Shared.Models.Stateless.ILocation.Digits) throw new Exception("Configuration has to match interface!"); if (configuration.LocationFactor != Shared.Models.Stateless.ILocation.Factor) throw new Exception("Configuration has to match interface!"); } private static Map.Models.Configuration Get(Models.Configuration configuration) { Map.Models.Configuration result = new( configuration.FaceDistanceHiddenImageFactor, configuration.FaceDistancePermyriad, configuration.FaceDistanceMinimumConfidence, configuration.FaceDistanceTolerance, configuration.MapLogicSigma, configuration.MappingDefaultName, configuration.DistanceMoveUnableToMatch, configuration.MappingSaveNotMapped, configuration.MappingSaveMapped, configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForAddToMapping, configuration.MappingUseDeterministicHashCodeUnknownFaceKeyValuePairsForSaveMapping, configuration.PersonBirthdayFirstYear, configuration.PersonBirthdayFormat, configuration.PersonKeyFormat, configuration.SortingDaysDeltaTolerance, configuration.SortingMaximumPerFaceShouldBeHigh, configuration.SortingMaximumPerKey, configuration.SortingSigma); return result; } private void FullParallelForWork(A_Property propertyLogic, string[] mappedFaceFiles, string outputResolution, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string eDistanceContentDirectory, List> sourceDirectoryChanges, List propertyFileHolderCollection, List propertyCollection, List>> metadataCollections, List> resizeKeyValuePairs, List?> imageFaceCollections, Container container, int index, Item item) { if (item.ImageFileHolder is null) throw new NullReferenceException(nameof(item.ImageFileHolder)); string original = "Original"; FileHolder? resizedFileHolder; Shared.Models.Property property; long ticks = DateTime.Now.Ticks; DateTime dateTime = DateTime.Now; List? faces; List parseExceptions = new(); Dictionary imageResizeKeyValuePairs; List> subFileTuples = new(); List> metadataCollection; if (item.Property is not null) { property = item.Property; if ((item.Changed.HasValue && item.Changed.Value) || (item.Moved.HasValue && item.Moved.Value) || (item.Abandoned.HasValue && item.Abandoned.Value)) throw new NotImplementedException(); } else { property = propertyLogic.GetProperty(item, subFileTuples, parseExceptions); item.Update(property); if (subFileTuples.Any()) { lock (sourceDirectoryChanges) sourceDirectoryChanges.Add(new Tuple(nameof(A_Property), (from l in subFileTuples select l.Item2).Max())); } } (int metadataGroups, metadataCollection) = _Metadata.GetMetadataCollection( _Configuration.PropertyConfiguration, bResultsFullGroupDirectory, subFileTuples, parseExceptions, item); if (_AppSettings.MaxDegreeOfParallelism < 2) ticks = LogDelta(ticks, nameof(B_Metadata.GetMetadataCollection)); imageResizeKeyValuePairs = _Resize.GetResizeKeyValuePairs( _Configuration.PropertyConfiguration, cResultsFullGroupDirectory, subFileTuples, parseExceptions, original, metadataCollection, item); if (_AppSettings.MaxDegreeOfParallelism < 2) ticks = LogDelta(ticks, nameof(C_Resize.GetResizeKeyValuePairs)); if (_Configuration.SaveResizedSubfiles) { _Resize.SaveResizedSubfile(outputResolution, cResultsFullGroupDirectory, subFileTuples, item, original, imageResizeKeyValuePairs); if (_AppSettings.MaxDegreeOfParallelism < 2) ticks = LogDelta(ticks, nameof(C_Resize.SaveResizedSubfile)); } else if (outputResolution == _Configuration.OutputResolutions[0] && false) { byte[] bytes = _Resize.GetResizedBytes(outputResolution, cResultsFullGroupDirectory, subFileTuples, item, imageResizeKeyValuePairs); if (_AppSettings.MaxDegreeOfParallelism < 2) ticks = LogDelta(ticks, nameof(C_Resize.GetResizedBytes)); string path = Path.Combine(resizedFileHolder.DirectoryName, resizedFileHolder.NameWithoutExtension); File.WriteAllBytes(path, bytes); } if (!_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Contains(outputResolution)) faces = null; else { int[] outputResolutionCollection = imageResizeKeyValuePairs[outputResolution]; int outputResolutionWidth = outputResolutionCollection[0]; int outputResolutionHeight = outputResolutionCollection[1]; int outputResolutionOrientation = outputResolutionCollection[2]; faces = _Faces.GetFaces(dResultsFullGroupDirectory, subFileTuples, parseExceptions, item, property, outputResolutionWidth, outputResolutionHeight, outputResolutionOrientation); if (_AppSettings.MaxDegreeOfParallelism < 2) ticks = LogDelta(ticks, nameof(D_Face.GetFaces)); _Faces.SaveFaces(dResultsFullGroupDirectory, subFileTuples, parseExceptions, item, faces); if (_AppSettings.MaxDegreeOfParallelism < 2) ticks = LogDelta(ticks, nameof(D_Face.SaveFaces)); _ = _Distance.GetUnableToMatchCountAndRenameMatches(_Faces.FileNameExtension, eDistanceContentDirectory, item, faces, mappedFaceFiles); if (_Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution)) { throw new NotImplementedException(); // bool saveRotated = _Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution); // string sourceDirectorySegment = Property.Models.Stateless.IResult.GetRelativePath(_Configuration.PropertyConfiguration, container.SourceDirectory); // string facesDirectory = Path.GetFullPath(Path.Combine($"{Path.Combine(d2FacePartsContentDirectory, "()")}{sourceDirectorySegment}", item.ImageFileHolder.NameWithoutExtension)); // _FaceParts.SaveFaceLandmarkImages(facesDirectory, subFileTuples, parseExceptions, item, faceCollection, saveRotated); // if (_AppSettings.MaxDegreeOfParallelism < 2) // ticks = LogDelta(ticks, nameof(D2_FaceParts.SaveFaceLandmarkImages)); } } lock (sourceDirectoryChanges) { imageFaceCollections[index] = faces; propertyCollection[index] = property; metadataCollections[index] = metadataCollection; resizeKeyValuePairs[index] = imageResizeKeyValuePairs; propertyFileHolderCollection[index] = item.ImageFileHolder; sourceDirectoryChanges.AddRange(from l in subFileTuples where l.Item2 > dateTime select l); } } private int FullParallelWork(int maxDegreeOfParallelism, A_Property propertyLogic, string[] mappedFaceFiles, string outputResolution, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string eDistanceContentDirectory, List> sourceDirectoryChanges, List propertyFileHolderCollection, List propertyCollection, List>> metadataCollection, List> resizeKeyValuePairs, List?> imageFaceCollections, Container container, Item[] filteredItems, string message) { if (_Log is null) throw new NullReferenceException(nameof(_Log)); int result = 0; ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = 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) { for (int f = 0; f < filteredItems.Length; f++) { propertyCollection.Add(null); metadataCollection.Add(new()); imageFaceCollections.Add(null); resizeKeyValuePairs.Add(new()); propertyFileHolderCollection.Add(null); } } using ProgressBar progressBar = new(filteredItems.Length, message, options); _ = Parallel.For(0, filteredItems.Length, parallelOptions, (i, state) => { try { FullParallelForWork( propertyLogic, mappedFaceFiles, outputResolution, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, eDistanceContentDirectory, sourceDirectoryChanges, propertyFileHolderCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, container, index: i, filteredItems[i]); if (i == 0 || sourceDirectoryChanges.Any()) progressBar.Tick(); } catch (Exception ex) { result += 1; _Log.Error(string.Concat(container.SourceDirectory, Environment.NewLine, ex.Message, Environment.NewLine, ex.StackTrace), ex); if (result == filteredItems.Length) throw new Exception(string.Concat("All in [", container.SourceDirectory, "] failed!")); } }); return result; } private static void WriteTab(string checkDirectory, List<(string Id, string Line)> metadataIdLines, string fileName) { string text; FileInfo fileInfo; List duplicates = new(); List metadataIds = new(); fileInfo = new(Path.Combine(checkDirectory, "[()]", Path.ChangeExtension(fileName, "tsv"))); if (fileInfo?.Directory is null) throw new Exception(); if (!fileInfo.Directory.Exists) fileInfo.Directory.Create(); foreach ((string Id, string Line) metadataIdLine in metadataIdLines) { if (metadataIds.Contains(metadataIdLine.Id)) duplicates.Add(metadataIdLine.Id); else metadataIds.Add(metadataIdLine.Id); } for (int i = metadataIdLines.Count - 1; i > -1; i--) { if (duplicates.Contains(metadataIdLines[i].Id)) metadataIdLines.RemoveAt(i); } if (metadataIdLines.Any()) { text = string.Join(Environment.NewLine, from l in metadataIdLines orderby l.Id select l.Line); _ = Shared.Models.Stateless.Methods.IPath.WriteAllText(fileInfo.FullName, text, updateDateWhenMatches: true, compareBeforeWrite: true); } else { if (fileInfo.Exists) File.Delete(fileInfo.FullName); } } private void WriteGroup( A_Property propertyLogic, Shared.Models.Property[] propertyCollection, List>> metadataCollection, List> resizeKeyValuePairs, List?> imageFaceCollections, string outputResolution, Container container, Item[] filteredItems) { Item item; string key; string json; string checkFile; int sourceDirectoryLength = container.SourceDirectory.Length; if (_ArgZeroIsConfigurationRootDirectory && outputResolution == _Configuration.OutputResolutions[0]) _FilePropertiesKeyValuePairs.Add(container.SourceDirectory, new List>()); JsonSerializerOptions writeIndentedJsonSerializerOptions = new() { WriteIndented = false }; if (!(from l in propertyCollection where l?.Width is null select true).Any()) { string checkDirectory; List> propertyCollectionKeyValuePairs = new(); List>> resizeKeyValuePairsCollections = new(); List?>> imageFaceCollectionsKeyValuePairs = new(); List>>> metadataCollectionKeyValuePairs = new(); (int level, List directories) = Shared.Models.Stateless.Methods.IPath.Get( _Configuration.PropertyConfiguration.RootDirectory, container.SourceDirectory); string fileName = string.Concat(string.Join(_Configuration.PropertyConfiguration.FileNameDirectorySeparator, directories), ".json"); for (int i = 0; i < filteredItems.Length; i++) { item = filteredItems[i]; if (item.Property is null) continue; if (item.ImageFileHolder is null) continue; key = Shared.Models.Stateless.Methods.IPath.GetRelativePath(item.ImageFileHolder.FullName, sourceDirectoryLength); if (_ArgZeroIsConfigurationRootDirectory && outputResolution == _Configuration.OutputResolutions[0]) { _FileKeyValuePairs.Add(new KeyValuePair(container.SourceDirectory, key)); _FilePropertiesKeyValuePairs[container.SourceDirectory].Add(new Tuple(key, propertyCollection[i])); } propertyCollectionKeyValuePairs.Add(new KeyValuePair(key, propertyCollection[i])); resizeKeyValuePairsCollections.Add(new KeyValuePair>(key, resizeKeyValuePairs[i])); imageFaceCollectionsKeyValuePairs.Add(new KeyValuePair?>(key, imageFaceCollections[i])); metadataCollectionKeyValuePairs.Add(new KeyValuePair>>(key, metadataCollection[i])); } if (propertyLogic.AngleBracketCollection.Any()) { checkDirectory = Shared.Models.Stateless.Methods.IPath.GetDirectory(propertyLogic.AngleBracketCollection[0], level, "[{}]"); checkFile = Path.Combine(checkDirectory, fileName); if (File.Exists(checkFile)) File.Move(checkFile, Path.Combine(checkDirectory, fileName)); checkFile = Path.Combine(checkDirectory, fileName); json = JsonSerializer.Serialize(propertyCollectionKeyValuePairs, writeIndentedJsonSerializerOptions); _ = Shared.Models.Stateless.Methods.IPath.WriteAllText(checkFile, json, updateDateWhenMatches: false, compareBeforeWrite: true); } if (_Metadata.AngleBracketCollection.Any()) { checkDirectory = Shared.Models.Stateless.Methods.IPath.GetDirectory(_Metadata.AngleBracketCollection[0], level, "[{}]"); checkFile = Path.Combine(checkDirectory, fileName); if (File.Exists(checkFile)) File.Move(checkFile, Path.Combine(checkDirectory, fileName)); checkFile = Path.Combine(checkDirectory, fileName); json = JsonSerializer.Serialize(metadataCollectionKeyValuePairs, writeIndentedJsonSerializerOptions); _ = Shared.Models.Stateless.Methods.IPath.WriteAllText(checkFile, json, updateDateWhenMatches: false, compareBeforeWrite: true); } if (_Resize.AngleBracketCollection.Any()) { checkDirectory = Shared.Models.Stateless.Methods.IPath.GetDirectory(_Resize.AngleBracketCollection[0], level, "[{}]"); checkFile = Path.Combine(checkDirectory, fileName); if (File.Exists(checkFile)) File.Move(checkFile, Path.Combine(checkDirectory, fileName)); checkFile = Path.Combine(checkDirectory, fileName); json = JsonSerializer.Serialize(resizeKeyValuePairsCollections, writeIndentedJsonSerializerOptions); _ = Shared.Models.Stateless.Methods.IPath.WriteAllText(checkFile, json, updateDateWhenMatches: false, compareBeforeWrite: true); } if (_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Contains(outputResolution) && _Faces.AngleBracketCollection.Any()) { checkDirectory = Shared.Models.Stateless.Methods.IPath.GetDirectory(_Faces.AngleBracketCollection[0], level, "[{}]"); checkFile = Path.Combine(checkDirectory, fileName); if (File.Exists(checkFile)) File.Move(checkFile, Path.Combine(checkDirectory, fileName)); checkFile = Path.Combine(checkDirectory, fileName); json = JsonSerializer.Serialize(imageFaceCollectionsKeyValuePairs, writeIndentedJsonSerializerOptions); _ = Shared.Models.Stateless.Methods.IPath.WriteAllText(checkFile, json, updateDateWhenMatches: false, compareBeforeWrite: true); } } } private (string, string, string, string) GetResultsFullGroupDirectories(Model? model, PredictorModel? predictorModel, string outputResolution) { string aResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory( _Configuration.PropertyConfiguration, model, predictorModel, nameof(A_Property), outputResolution, includeResizeGroup: false, includeModel: false, includePredictorModel: false); string bResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory( _Configuration.PropertyConfiguration, model, predictorModel, nameof(B_Metadata), outputResolution, includeResizeGroup: false, includeModel: false, includePredictorModel: false); string cResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory( _Configuration.PropertyConfiguration, model, predictorModel, nameof(C_Resize), outputResolution, includeResizeGroup: true, includeModel: false, includePredictorModel: false); string dResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory( _Configuration.PropertyConfiguration, model, predictorModel, nameof(D_Face), outputResolution, includeResizeGroup: true, includeModel: true, includePredictorModel: true); return new(aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory); } private void SetAngleBracketCollections( A_Property propertyLogic, string outputResolution, Container container, string aResultsFullGroupDirectory, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory) { _Faces.AngleBracketCollection.Clear(); _Resize.AngleBracketCollection.Clear(); _Metadata.AngleBracketCollection.Clear(); propertyLogic.AngleBracketCollection.Clear(); propertyLogic.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection( _Configuration.PropertyConfiguration, container.SourceDirectory, aResultsFullGroupDirectory, contentDescription: string.Empty, singletonDescription: "Properties for each image", collectionDescription: string.Empty, converted: false)); _Metadata.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection( _Configuration.PropertyConfiguration, container.SourceDirectory, bResultsFullGroupDirectory, contentDescription: string.Empty, singletonDescription: "Metadata as key value pairs", collectionDescription: string.Empty, converted: true)); _Resize.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection( _Configuration.PropertyConfiguration, container.SourceDirectory, cResultsFullGroupDirectory, contentDescription: "Resized image", singletonDescription: "Resize dimensions for each resolution", collectionDescription: string.Empty, converted: true)); if (_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Contains(outputResolution)) _Faces.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection( _Configuration.PropertyConfiguration, container.SourceDirectory, dResultsFullGroupDirectory, contentDescription: "n png file(s) for each face found", singletonDescription: string.Empty, collectionDescription: "For each image a json file with all faces found", converted: true)); } private Item[] GetFilterItems(Container container) { List results = new(); foreach (Item item in container.Items) { if (item.ImageFileHolder is not null && (item.Abandoned is null || !item.Abandoned.Value) && item.ValidImageFormatExtension && !_Configuration.IgnoreExtensions.Contains(item.ImageFileHolder.ExtensionLowered)) results.Add(item); } return results.ToArray(); } private void FullDoWork(string argZero, Model? model, PredictorModel? predictorModel, string propertyRoot, long ticks, A_Property propertyLogic, int t, Container[] containers, string eDistanceContentDirectory, string[] mappedFaceFiles) { if (_Log is null) throw new NullReferenceException(nameof(_Log)); int total; string message; int totalSeconds; int exceptionCount; Container container; Item[] filteredItems; string aResultsFullGroupDirectory; string bResultsFullGroupDirectory; string cResultsFullGroupDirectory; string dResultsFullGroupDirectory; int containersLength = containers.Length; Shared.Models.Property[] propertyCollection; List propertyFileHolderCollection = new(); List> resizeKeyValuePairs = new(); List> sourceDirectoryChanges = new(); List?> imageFaceCollections = new(); List nullablePropertyCollection = new(); int maxDegreeOfParallelism = _AppSettings.MaxDegreeOfParallelism; List>> metadataCollection = new(); foreach (string outputResolution in _Configuration.OutputResolutions) { total = 0; _FileKeyValuePairs.Clear(); _FilePropertiesKeyValuePairs.Clear(); (aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory) = GetResultsFullGroupDirectories(model, predictorModel, outputResolution); for (int i = 0; i < containers.Length; i++) { container = containers[i]; if (!container.Items.Any()) continue; if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero)) continue; filteredItems = GetFilterItems(container); if (!filteredItems.Any()) continue; metadataCollection.Clear(); resizeKeyValuePairs.Clear(); imageFaceCollections.Clear(); sourceDirectoryChanges.Clear(); nullablePropertyCollection.Clear(); propertyFileHolderCollection.Clear(); totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds); message = $"{i + 1:000}.{container.G} [{filteredItems.Length:000} files] / {containersLength:000} - {total} / {t} total files - {totalSeconds} total second(s) - {outputResolution} - {container.SourceDirectory}"; SetAngleBracketCollections(propertyLogic, outputResolution, container, aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory); exceptionCount = FullParallelWork( maxDegreeOfParallelism, propertyLogic, mappedFaceFiles, outputResolution, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory, eDistanceContentDirectory, sourceDirectoryChanges, propertyFileHolderCollection, nullablePropertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, container, filteredItems, message); 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) _Exceptions.Add(container.SourceDirectory); for (int f = 0; f < imageFaceCollections.Count; f++) filteredItems[f].Faces.AddRange(from l in imageFaceCollections[f] select l); propertyCollection = (from l in nullablePropertyCollection where l is not null select l).ToArray(); if (_ArgZeroIsConfigurationRootDirectory && exceptionCount == 0) WriteGroup(propertyLogic, propertyCollection, metadataCollection, resizeKeyValuePairs, imageFaceCollections, outputResolution, container, filteredItems); if (Directory.GetFiles(propertyRoot, "*.txt", SearchOption.TopDirectoryOnly).Any()) { for (int y = 0; y < int.MaxValue; y++) { _Log.Information("Press \"Y\" key when ready to continue or close console"); if (_Console.ReadKey() == ConsoleKey.Y) break; } _Log.Information(". . ."); } // if (isSilent && container.SourceDirectory.EndsWith("Bohdi Ray 2016")) // 7#.1 // break; // if (isSilent && container.SourceDirectory.EndsWith("Halloween 2013")) // 12#.1 // break; // if (isSilent && container.SourceDirectory.EndsWith("zzz =2014.4 Winter Tracy Pictures")) // 30#.2 // break; // if (isSilent && container.SourceDirectory.EndsWith("=2009.0 Winter Logan Michael")) //34#.2 // break; // if (isSilent && container.SourceDirectory.EndsWith("Animal Kingdom")) //35#.3 // break; // if (isSilent && container.SourceDirectory.EndsWith("Texas 2015")) //46#.4 // break; total += container.Items.Count; } } } private List SetMappingThenGetDistinctFilteredFacesWithMapping(string argZero, Container[] containers) { List results = new(); Mapping mapping; bool? isWrongYear; Item[] filteredItems; DateTime minimumDateTime; int normalizedPixelPercentage; string deterministicHashCodeKey; MappingFromItem mappingFromItem; MappingFromPerson mappingFromPerson; MappingFromLocation mappingFromLocation; foreach (Container container in containers) { if (!container.Items.Any()) continue; if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero)) continue; filteredItems = GetFilterItems(container); 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 (Shared.Models.Face face in item.Faces) { if (face.RelativePath != item.RelativePath) break; if (face.FaceEncoding is null || face.Location is null || face.OutputResolution is null) continue; minimumDateTime = Shared.Models.Stateless.Methods.IProperty.GetMinimumDateTime(item.Property); (isWrongYear, _) = item.Property.IsWrongYear(item.ImageFileHolder.FullName, minimumDateTime); mappingFromItem = new(item.Property.Id.Value, item.ImageFileHolder, isWrongYear, minimumDateTime, item.ResizedFileHolder); mappingFromPerson = new(approximateYears: null, by: null, displayDirectoryName: string.Empty, personBirthday: null, segmentB: string.Empty); normalizedPixelPercentage = Shared.Models.Stateless.Methods.ILocation.GetNormalizedPixelPercentage(face.Location, Shared.Models.Stateless.ILocation.Digits, Shared.Models.Stateless.ILocation.Factor, face.OutputResolution); deterministicHashCodeKey = Shared.Models.Stateless.Methods.IMapping.GetDeterministicHashCodeKey(item.Property.Id.Value, face.Location, Shared.Models.Stateless.ILocation.Digits, Shared.Models.Stateless.ILocation.Factor, face.OutputResolution); mappingFromLocation = new(face.Location.Confidence, deterministicHashCodeKey, normalizedPixelPercentage); mapping = new(mappingFromItem, mappingFromLocation, mappingFromPerson); face.SetMapping(mapping); results.Add(face); } } } return results; } private void DistanceThenMapLogic( string argZero, long ticks, PersonContainer[] personContainers, Container[] containers, string dResultsFullGroupDirectory, string outputResolution) { string dFacesContentDirectory = Path.Combine(dResultsFullGroupDirectory, "()"); List distinctFilteredFaces = SetMappingThenGetDistinctFilteredFacesWithMapping(argZero, containers); Shared.Models.Face[] selectedFilteredFaces = E_Distance.GetSelectedFilteredFaces(distinctFilteredFaces); E_Distance.SetFaceDistances(_AppSettings.MaxDegreeOfParallelism, ticks, selectedFilteredFaces); string eDistanceContentDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(E_Distance), "()"); string a2PeopleSingletonDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(A2_People), "{}"); string d2FacePartsContentDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(D2_FaceParts), "()"); MapLogic mapLogic = new( _AppSettings.MaxDegreeOfParallelism, _Configuration.PropertyConfiguration, _MapConfiguration, _Faces.FileNameExtension, _Faces.HiddenFileNameExtension, _FaceParts.FileNameExtension, ticks, personContainers, a2PeopleSingletonDirectory, eDistanceContentDirectory, distinctFilteredFaces, _Distance); SortingContainer[] sortingContainers = _Distance.SetFaceMappingSortingCollectionThenGetSortingContainers( _AppSettings.MaxDegreeOfParallelism, ticks, mapLogic, selectedFilteredFaces); E_Distance.SaveFaceDistances(_Configuration.PropertyConfiguration, sortingContainers); int totalNotMapped = mapLogic.AddToMapping(distinctFilteredFaces); if (totalNotMapped > 0) mapLogic.ForceSingleImageThenSaveMapping( dFacesContentDirectory, d2FacePartsContentDirectory, distinctFilteredFaces, sortingContainers, totalNotMapped); mapLogic.CopyManualFiles(dFacesContentDirectory, distinctFilteredFaces); if (_MapConfiguration.MappingSaveNotMapped) mapLogic.SaveNotMappedTicks(); if (_Configuration.SaveShortcutsForOutputResolutions.Contains(outputResolution)) mapLogic.SaveShortcuts(_Configuration.JuliePhares, distinctFilteredFaces); } private static Container? AreAllSameEndsWith(string argZero, Container[] containers) { Container? result = null; string[] directoryNames = Shared.Models.Stateless.Methods.IPath.GetDirectoryNames(argZero); if (directoryNames.Length > 2) { string directoryName; string rootDirectoryName = directoryNames[^2]; if (!Directory.Exists(argZero)) throw new Exception(); foreach (Container container in containers) { if (container.SourceDirectory == argZero) result = container; directoryName = Path.GetFileName(container.SourceDirectory); if (!directoryName.EndsWith(rootDirectoryName)) { result = null; break; } } } return result; } private string SaveUrlAndGetNewRootDirectory(Container container) { if (_Log is null) throw new NullReferenceException(nameof(_Log)); string? result = Path.GetDirectoryName(Path.GetDirectoryName(container.SourceDirectory)); if (result is null) throw new Exception(); Uri uri; Item item; string? line; string fileName; Task task; string relativePath; string extensionLowered; string sourceDirectoryFile; int length = result.Length; HttpClient httpClient = new(); bool isValidImageFormatExtension; for (int y = 0; y < int.MaxValue; y++) { _Log.Information("Enter a url for a image"); line = _Console.ReadLine(); if (string.IsNullOrEmpty(line)) break; uri = new(line); if (uri.HostNameType != UriHostNameType.Dns) continue; task = httpClient.GetByteArrayAsync(uri); fileName = Path.GetFileName(uri.LocalPath); sourceDirectoryFile = Path.Combine(container.SourceDirectory, fileName); File.WriteAllBytes(sourceDirectoryFile, task.Result); extensionLowered = Path.GetExtension(uri.LocalPath); relativePath = Shared.Models.Stateless.Methods.IPath.GetRelativePath(sourceDirectoryFile, length, forceExtensionToLower: true); isValidImageFormatExtension = _Configuration.PropertyConfiguration.ValidImageFormatExtensions.Contains(extensionLowered); item = new(sourceDirectoryFile, relativePath, isValidImageFormatExtension); container.Items.Add(item); } _Log.Information(". . ."); return result; } private void Search(long ticks, Model? model, PredictorModel? predictorModel, string argZero, string propertyRoot, PersonContainer[] personContainers) { int j; int f; int t; Container[] containers; string aResultsFullGroupDirectory; string bResultsFullGroupDirectory; string cResultsFullGroupDirectory; string dResultsFullGroupDirectory; string eDistanceContentDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(E_Distance), "()"); string[] mappedFaceFiles = Map.Models.Stateless.Methods.IMapLogic.DeleteEmptyDirectoriesAndGetMappedFaceFiles( _MapConfiguration, _Faces.FileNameExtension, ticks, eDistanceContentDirectory, personContainers); int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds); string message = $") Building Container(s) - {totalSeconds} total second(s)"; A_Property propertyLogic = new(_AppSettings.MaxDegreeOfParallelism, _Configuration.PropertyConfiguration, _Resize.FileNameExtension, _Configuration.Reverse, model, predictorModel); ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true }; using (ProgressBar progressBar = new(1, message, options)) { progressBar.Tick(); (j, f, t, containers) = Property.Models.Stateless.Container.GetContainers(_Configuration.PropertyConfiguration, _FirstRun, propertyLogic); } Container? container = AreAllSameEndsWith(argZero, containers); if (_ArgZeroIsConfigurationRootDirectory && container is not null) { string? newRootDirectory = SaveUrlAndGetNewRootDirectory(container); for (int i = 1; i < 10; i++) _ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Property.Models.Stateless.IResult.GetResultsGroupDirectory( _Configuration.PropertyConfiguration, string.Empty, create: true)); argZero = newRootDirectory; _Configuration.PropertyConfiguration.ChangeRootDirectory(newRootDirectory); propertyRoot = Property.Models.Stateless.IResult.GetResultsGroupDirectory( _Configuration.PropertyConfiguration, nameof(A_Property), create: false); propertyLogic = new( _AppSettings.MaxDegreeOfParallelism, _Configuration.PropertyConfiguration, _Resize.FileNameExtension, _Configuration.Reverse, model, predictorModel); } FullDoWork(argZero, model, predictorModel, propertyRoot, ticks, propertyLogic, t, containers, eDistanceContentDirectory, mappedFaceFiles); foreach (string outputResolution in _Configuration.OutputResolutions) { if (_FirstRun || container is not null) break; (aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory) = GetResultsFullGroupDirectories(model, predictorModel, outputResolution); if (_ArgZeroIsConfigurationRootDirectory && _Configuration.SaveResizedSubfiles && outputResolution == _Configuration.OutputResolutions[0] && _Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution) && _Exceptions.Count == 0) { if (!_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Any()) break; DistanceThenMapLogic(argZero, ticks, personContainers, containers, dResultsFullGroupDirectory, outputResolution); if (_IsEnvironment.Development) continue; if (_FileKeyValuePairs.Any()) _Random.Random(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], _FileKeyValuePairs); G2_Identify identify = new(_Configuration); List identifiedCollection = identify.GetIdentifiedCollection( _IsEnvironment, _Configuration.PropertyConfiguration, _Faces.FileNameExtension); identify.WriteAllText(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], identifiedCollection); if (_Configuration.LoadOrCreateThenSaveIndex && _FilePropertiesKeyValuePairs.Any()) _Index.SetIndex( _Configuration.PropertyConfiguration, model, predictorModel, _Configuration.OutputResolutions[0], _FilePropertiesKeyValuePairs); } if (!_IsEnvironment.Development) { _ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(aResultsFullGroupDirectory, "{}")); _ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(bResultsFullGroupDirectory, "{}")); _ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(cResultsFullGroupDirectory, "{}")); if (_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Contains(outputResolution)) _ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(Path.Combine(dResultsFullGroupDirectory, "[]")); } } } internal void RenameQueue(Model? model, PredictorModel? predictorModel) => _Rename.RenameQueue( _Configuration.PropertyConfiguration, model, predictorModel); }