Added FileHolder
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@ -305,10 +305,10 @@ public class DlibDotNet
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throw new Exception("Input directory should be the source and not a resized directory!");
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}
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private void FullParallelForWork(PropertyLogic propertyLogic, object @lock, string outputResolution, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileInfo?> propertyFileInfoCollection, List<A_Property> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollections, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<D_Face>> imageFaceCollections, string sourceDirectory, int index, PropertyHolder propertyHolder)
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private void FullParallelForWork(PropertyLogic propertyLogic, string outputResolution, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileHolder?> propertyFileHolderCollection, List<A_Property> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollections, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<D_Face>> imageFaceCollections, string sourceDirectory, int index, PropertyHolder propertyHolder)
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{
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if (propertyHolder.ImageFileInfo is null)
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throw new ArgumentNullException(nameof(propertyHolder.ImageFileInfo));
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if (propertyHolder.ImageFileHolder is null)
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throw new ArgumentNullException(nameof(propertyHolder.ImageFileHolder));
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if (_AppSettings.MaxDegreeOfParallelism is null)
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throw new ArgumentNullException(nameof(_AppSettings.MaxDegreeOfParallelism));
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if (_Configuration.SaveResizedSubfiles is null)
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@ -328,7 +328,8 @@ public class DlibDotNet
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List<KeyValuePair<string, string>> metadataCollection;
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if (propertyHolder.Property is null)
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{
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sourceDirectoryChanges.Add(new Tuple<string, DateTime>(nameof(A_Property), propertyHolder.ImageFileInfo.LastWriteTime));
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lock (sourceDirectoryChanges)
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sourceDirectoryChanges.Add(new Tuple<string, DateTime>(nameof(A_Property), DateTime.Now));
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property = propertyLogic.GetProperty(propertyLogic.AngleBracketCollection[0], propertyHolder, subFileTuples, parseExceptions);
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propertyHolder.Update(property);
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}
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@ -336,13 +337,16 @@ public class DlibDotNet
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{
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property = propertyHolder.Property;
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if (propertyHolder.Changed.HasValue && propertyHolder.Changed.Value)
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sourceDirectoryChanges.Add(new Tuple<string, DateTime>(nameof(A_Property), propertyHolder.ImageFileInfo.LastWriteTime));
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{
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lock (sourceDirectoryChanges)
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sourceDirectoryChanges.Add(new Tuple<string, DateTime>(nameof(A_Property), DateTime.Now));
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}
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}
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(int metadataGroups, metadataCollection) = _Metadata.GetMetadataCollection(subFileTuples, parseExceptions, propertyHolder);
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if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(B_Metadata.GetMetadataCollection));
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FileInfo resizedFileInfo = new(Path.Combine(_Resize.AngleBracketCollection[0].Replace("<>", "()"), Path.GetFileName(propertyHolder.ImageFileInfo.FullName)));
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propertyHolder.SetResizedFileInfo(resizedFileInfo);
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FileHolder resizedFileHolder = new(Path.Combine(_Resize.AngleBracketCollection[0].Replace("<>", "()"), Path.GetFileName(propertyHolder.ImageFileHolder.FullName)));
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propertyHolder.SetResizedFileHolder(resizedFileHolder);
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imageResizeKeyValuePairs = _Resize.GetResizeKeyValuePairs(subFileTuples, parseExceptions, original, metadataCollection, property, propertyHolder);
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if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(C_Resize.GetResizeKeyValuePairs));
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@ -351,14 +355,14 @@ public class DlibDotNet
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_Resize.SaveResizedSubfile(outputResolution, subFileTuples, propertyHolder, original, property, imageResizeKeyValuePairs);
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if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(C_Resize.SaveResizedSubfile));
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resizedFileInfo.Refresh();
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propertyHolder.SetResizedFileHolder(FileHolder.Refresh(resizedFileHolder));
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}
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else if (outputResolution == _Configuration.OutputResolutions[0] && false)
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{
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byte[] bytes = _Resize.GetResizedBytes(outputResolution, subFileTuples, propertyHolder, property, imageResizeKeyValuePairs);
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if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(C_Resize.GetResizedBytes));
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string path = Path.Combine(resizedFileInfo.DirectoryName, Path.GetFileNameWithoutExtension(resizedFileInfo.Name));
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string path = Path.Combine(resizedFileHolder.DirectoryName, resizedFileHolder.NameWithoutExtension);
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File.WriteAllBytes(path, bytes);
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}
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if (!_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Contains(outputResolution))
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@ -369,7 +373,7 @@ public class DlibDotNet
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int outputResolutionWidth = outputResolutionCollection[0];
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int outputResolutionHeight = outputResolutionCollection[1];
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int outputResolutionOrientation = outputResolutionCollection[2];
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faceCollection = _Faces.GetFaces(_Configuration.PropertyConfiguration, outputResolution, subFileTuples, parseExceptions, propertyHolder, property, resizedFileInfo, outputResolutionWidth, outputResolutionHeight, outputResolutionOrientation);
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faceCollection = _Faces.GetFaces(_Configuration.PropertyConfiguration, outputResolution, subFileTuples, parseExceptions, propertyHolder, property, resizedFileHolder, outputResolutionWidth, outputResolutionHeight, outputResolutionOrientation);
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if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(D_Face.GetFaces));
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_Faces.SaveFaces(_Configuration.PropertyConfiguration, subFileTuples, parseExceptions, propertyHolder, faceCollection);
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@ -382,18 +386,18 @@ public class DlibDotNet
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ticks = LogDelta(ticks, nameof(D2_FaceLandmarks.SaveFaceLandmarkImages));
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}
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}
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lock (@lock)
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lock (sourceDirectoryChanges)
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{
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propertyCollection[index] = property;
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imageFaceCollections[index] = faceCollection;
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metadataCollections[index] = metadataCollection;
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resizeKeyValuePairs[index] = imageResizeKeyValuePairs;
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propertyFileInfoCollection[index] = propertyHolder.ImageFileInfo;
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propertyFileHolderCollection[index] = propertyHolder.ImageFileHolder;
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sourceDirectoryChanges.AddRange(from l in subFileTuples where l.Item2 > dateTime select l);
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}
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}
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private int FullParallelWork(object @lock, long ticks, PropertyLogic propertyLogic, string outputResolution, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileInfo?> propertyFileInfoCollection, List<A_Property> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollection, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<D_Face>> faceCollections, int propertyHolderCollectionsCount, int g, string sourceDirectory, int r, PropertyHolder[] filteredPropertyHolderCollection)
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private int FullParallelWork(long ticks, PropertyLogic propertyLogic, string outputResolution, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileHolder?> propertyFileHolderCollection, List<A_Property> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollection, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<D_Face>> faceCollections, int propertyHolderCollectionsCount, int g, string sourceDirectory, int r, PropertyHolder[] filteredPropertyHolderCollection)
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{
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int result = 0;
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if (_Log is null)
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@ -410,18 +414,19 @@ public class DlibDotNet
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metadataCollection.Add(new());
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resizeKeyValuePairs.Add(new());
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propertyCollection.Add(new());
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propertyFileInfoCollection.Add(null);
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propertyFileHolderCollection.Add(null);
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}
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}
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int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
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using (ProgressBar progressBar = new(filteredPropertyHolderCollection.Length, $"{r + 1:000}.{g} / {propertyHolderCollectionsCount:000}) {filteredPropertyHolderCollection.Length:000} file(s) - {totalSeconds} total second(s) - {outputResolution} - {sourceDirectory}", options))
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string message = $"{r + 1:000}.{g} / {propertyHolderCollectionsCount:000}) {filteredPropertyHolderCollection.Length:000} file(s) - {totalSeconds} total second(s) - {outputResolution} - {sourceDirectory}";
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using (ProgressBar progressBar = new(filteredPropertyHolderCollection.Length, message, options))
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{
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_ = Parallel.For(0, filteredPropertyHolderCollection.Length, parallelOptions, i =>
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{
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try
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{
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FullParallelForWork(propertyLogic, @lock, outputResolution, sourceDirectoryChanges, propertyFileInfoCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, faceCollections, sourceDirectory, index: i, filteredPropertyHolderCollection[i]);
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if (sourceDirectoryChanges.Any())
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FullParallelForWork(propertyLogic, outputResolution, sourceDirectoryChanges, propertyFileHolderCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, faceCollections, sourceDirectory, index: i, filteredPropertyHolderCollection[i]);
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if (i == 0 || sourceDirectoryChanges.Any())
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progressBar.Tick();
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}
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catch (Exception ex)
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@ -502,9 +507,9 @@ public class DlibDotNet
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propertyHolder = filteredPropertyHolderCollection[i];
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if (propertyHolder.Property is null)
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continue;
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if (propertyHolder.ImageFileInfo is null)
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if (propertyHolder.ImageFileHolder is null)
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continue;
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key = Property.Models.Stateless.IPath.GetRelativePath(propertyHolder.ImageFileInfo.FullName, sourceDirectoryLength);
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key = Property.Models.Stateless.IPath.GetRelativePath(propertyHolder.ImageFileHolder.FullName, sourceDirectoryLength);
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_FileKeyValuePairs.Add(new KeyValuePair<string, string>(sourceDirectory, key));
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_FilePropertiesKeyValuePairs[sourceDirectory].Add(new Tuple<string, A_Property>(key, propertyCollection[i]));
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faceCollectionsKeyValuePairs.Add(new KeyValuePair<string, List<D_Face>>(key, faceCollections[i]));
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@ -564,29 +569,31 @@ public class DlibDotNet
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int g;
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int r;
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int exceptionCount;
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object @lock = new();
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string sourceDirectory;
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long ticks = DateTime.Now.Ticks;
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string eDistanceCollectionDirectory;
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List<List<D_Face>> faceCollections = new();
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List<A_Property> propertyCollection = new();
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PropertyHolder[] filteredPropertyHolderCollection;
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List<FileInfo?> propertyFileInfoCollection = new();
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List<FileHolder?> propertyFileHolderCollection = new();
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List<Dictionary<string, int[]>> resizeKeyValuePairs = new();
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List<Tuple<string, DateTime>> sourceDirectoryChanges = new();
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List<List<KeyValuePair<string, string>>> metadataCollection = new();
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List<(string[], PersonBirthday, FaceRecognitionDotNet.FaceEncoding[])> collection;
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string aPropertySingletonDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(configuration, nameof(A_Property), "{}");
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string propertyRoot = Property.Models.Stateless.IResult.GetResultsGroupDirectory(configuration, nameof(A_Property));
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foreach (string outputResolution in _Configuration.OutputResolutions)
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{
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_FileKeyValuePairs.Clear();
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_FilePropertiesKeyValuePairs.Clear();
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eDistanceCollectionDirectory = Path.Combine(Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(configuration, model, predictorModel, nameof(E_Distance), outputResolution, includeResizeGroup: true, includeModel: true, includePredictorModel: true), $"[{ticks}]");
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foreach (PropertyHolder[] propertyHolderCollection in propertyHolderCollections)
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{
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if (!propertyHolderCollection.Any())
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continue;
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if (!_ArgZeroIsConfigurationRootDirectory && !propertyHolderCollection[0].SourceDirectory.StartsWith(argZero))
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continue;
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filteredPropertyHolderCollection = (from l in propertyHolderCollection where l.ImageFileInfo is not null && l.Property is not null && l.ValidImageFormatExtension.HasValue && l.ValidImageFormatExtension.Value && !_Configuration.IgnoreExtensions.Contains(l.ImageFileInfo.Extension) select l).ToArray();
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filteredPropertyHolderCollection = (from l in propertyHolderCollection where l.ImageFileHolder is not null && l.Property is not null && l.ValidImageFormatExtension.HasValue && l.ValidImageFormatExtension.Value && !_Configuration.IgnoreExtensions.Contains(l.ImageFileHolder.Extension) select l).ToArray();
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if (!filteredPropertyHolderCollection.Any())
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continue;
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faceCollections.Clear();
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@ -594,7 +601,7 @@ public class DlibDotNet
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propertyCollection.Clear();
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resizeKeyValuePairs.Clear();
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sourceDirectoryChanges.Clear();
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propertyFileInfoCollection.Clear();
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propertyFileHolderCollection.Clear();
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_Faces.AngleBracketCollection.Clear();
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_Resize.AngleBracketCollection.Clear();
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_Metadata.AngleBracketCollection.Clear();
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@ -665,7 +672,7 @@ public class DlibDotNet
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contentDescription: "n x 2 png file(s) for each face found",
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singletonDescription: string.Empty,
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collectionDescription: string.Empty));
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exceptionCount = FullParallelWork(@lock, ticks, propertyLogic, outputResolution, sourceDirectoryChanges, propertyFileInfoCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, faceCollections, propertyHolderCollections.Count, g, sourceDirectory, r, filteredPropertyHolderCollection);
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exceptionCount = FullParallelWork(ticks, propertyLogic, outputResolution, sourceDirectoryChanges, propertyFileHolderCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, faceCollections, propertyHolderCollections.Count, g, sourceDirectory, r, filteredPropertyHolderCollection);
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if (metadataCollection.Count != filteredPropertyHolderCollection.Length || propertyCollection.Count != filteredPropertyHolderCollection.Length || resizeKeyValuePairs.Count != filteredPropertyHolderCollection.Length || faceCollections.Count != filteredPropertyHolderCollection.Length)
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throw new Exception("Counts don't match!");
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if (exceptionCount != 0)
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@ -708,7 +715,11 @@ public class DlibDotNet
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{
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propertyLogic.SaveAllCollection();
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if (propertyLogic.NamedFaceInfoDeterministicHashCodeIndices.Any())
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E_Distance.SaveGroupedFaceEncodings(configuration, model, predictorModel, argZero, ticks, peopleCollection, outputResolution, propertyHolderCollections);
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{
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collection = E_Distance.GetGroupedFaceEncodings(argZero, propertyHolderCollections);
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E_Distance.SaveGroupedFaceEncodings(collection, peopleCollection, eDistanceCollectionDirectory);
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E_Distance.GetClosest(argZero, propertyHolderCollections, collection, peopleCollection, eDistanceCollectionDirectory);
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}
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if (!_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Any())
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break;
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if (_Exceptions.Count == 0)
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