743 lines
55 KiB
C#
743 lines
55 KiB
C#
using Microsoft.Extensions.Configuration;
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using Phares.Shared;
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using ShellProgressBar;
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using System.Drawing.Imaging;
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using System.Text.Json;
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using View_by_Distance.FaceRecognitionDotNet;
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using View_by_Distance.Instance.Models;
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using View_by_Distance.Metadata.Models;
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using View_by_Distance.Property.Models;
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using View_by_Distance.Resize.Models;
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using View_by_Distance.Shared.Models;
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using View_by_Distance.Shared.Models.Methods;
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using View_by_Distance.Shared.Models.Stateless;
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namespace View_by_Distance.Instance;
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public class DlibDotNet
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{
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private readonly D_Face _Faces;
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private readonly G_Index _Index;
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private readonly C_Resize _Resize;
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private readonly F_Random _Random;
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private readonly A2_People _People;
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private readonly E3_Rename _Rename;
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private readonly B_Metadata _Metadata;
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private readonly E_Distance _Distance;
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private readonly Serilog.ILogger? _Log;
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private readonly AppSettings _AppSettings;
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private readonly List<string> _Exceptions;
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private readonly IsEnvironment _IsEnvironment;
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private readonly D2_FaceLandmarks _FaceLandmarks;
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private readonly Models.Configuration _Configuration;
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private readonly bool _ArgZeroIsConfigurationRootDirectory;
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private readonly List<KeyValuePair<string, string>> _FileKeyValuePairs;
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private readonly Dictionary<string, List<Tuple<string, A_Property>>> _FilePropertiesKeyValuePairs;
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public DlibDotNet(List<string> args, IsEnvironment isEnvironment, IConfigurationRoot configurationRoot, AppSettings appSettings, string workingDirectory, bool isSilent, IConsole console)
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{
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string argZero;
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Person[] people;
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_AppSettings = appSettings;
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if (appSettings.MaxDegreeOfParallelism is null)
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throw new Exception($"{nameof(appSettings.MaxDegreeOfParallelism)} is null!");
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_IsEnvironment = isEnvironment;
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_Exceptions = new List<string>();
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_Log = Serilog.Log.ForContext<DlibDotNet>();
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_FileKeyValuePairs = new List<KeyValuePair<string, string>>();
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_FilePropertiesKeyValuePairs = new Dictionary<string, List<Tuple<string, A_Property>>>();
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Property.Models.Configuration propertyConfiguration = Property.Models.Stateless.Configuration.Get(isEnvironment, configurationRoot, workingDirectory);
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Property.Models.Configuration.Verify(propertyConfiguration);
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Models.Configuration configuration = Models.Stateless.Configuration.Get(isEnvironment, configurationRoot, workingDirectory, propertyConfiguration);
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Verify(configuration);
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(Model model, PredictorModel predictorModel) = GetTuple(args, propertyConfiguration, configuration);
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_Configuration = configuration;
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_Index = new G_Index(configuration);
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_Random = new F_Random(configuration);
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_People = new A2_People(configuration);
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_Rename = new E3_Rename(configuration);
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_Distance = new E_Distance(configuration);
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_FaceLandmarks = new D2_FaceLandmarks(configuration);
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if (configuration.ForceMetadataLastWriteTimeToCreationTime is null)
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throw new Exception($"{nameof(configuration.ForceMetadataLastWriteTimeToCreationTime)} is null!");
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if (configuration.ForceResizeLastWriteTimeToCreationTime is null)
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throw new Exception($"{nameof(configuration.ForceResizeLastWriteTimeToCreationTime)} is null!");
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if (configuration.IgnoreExtensions is null)
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throw new Exception($"{nameof(configuration.IgnoreExtensions)} is null!");
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if (configuration.OutputQuality is null)
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throw new Exception($"{nameof(configuration.OutputQuality)} is null!");
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if (configuration.OverrideForResizeImages is null)
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throw new Exception($"{nameof(configuration.OverrideForResizeImages)} is null!");
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if (configuration.PropertiesChangedForMetadata is null)
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throw new Exception($"{nameof(configuration.PropertiesChangedForMetadata)} is null!");
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if (configuration.PropertiesChangedForResize is null)
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throw new Exception($"{nameof(configuration.PropertiesChangedForResize)} is null!");
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if (configuration.Reverse is null)
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throw new Exception($"{nameof(configuration.Reverse)} is null!");
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_Metadata = new(configuration.ForceMetadataLastWriteTimeToCreationTime.Value, configuration.PropertiesChangedForMetadata.Value);
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if (args.Count > 0)
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argZero = Path.GetFullPath(args[0]);
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else
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argZero = Path.GetFullPath(propertyConfiguration.RootDirectory);
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_ArgZeroIsConfigurationRootDirectory = propertyConfiguration.RootDirectory == argZero;
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(ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters) = C_Resize.GetTuple(configuration.OutputExtension, configuration.OutputQuality.Value);
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_Resize = new C_Resize(configuration.ForceResizeLastWriteTimeToCreationTime.Value, configuration.OverrideForResizeImages.Value, configuration.PropertiesChangedForResize.Value, configuration.ValidResolutions, imageCodecInfo, encoderParameters);
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ModelParameter modelParameter = new()
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{
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CnnFaceDetectorModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "mmod_human_face_detector.dat")),
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FaceRecognitionModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "dlib_face_recognition_resnet_model_v1.dat")),
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PosePredictor5FaceLandmarksModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "shape_predictor_5_face_landmarks.dat")),
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PosePredictor68FaceLandmarksModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "shape_predictor_68_face_landmarks.dat"))
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};
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_Faces = new D_Face(configuration, argZero, model, modelParameter, predictorModel);
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if (configuration.SkipSearch is null)
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throw new Exception($"{nameof(configuration.SkipSearch)} is null!");
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if (!_ArgZeroIsConfigurationRootDirectory)
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people = Array.Empty<Person>();
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else
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people = _People.GetPeople(propertyConfiguration);
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if (!isSilent && configuration.TestDistanceResults.HasValue && configuration.TestDistanceResults.Value)
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{
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E2_Navigate e2Navigate = new(console, configuration, argZero);
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e2Navigate.Navigate(propertyConfiguration, model, predictorModel, configuration.OutputResolutions[0]);
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}
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if (!configuration.SkipSearch.Value)
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Search(propertyConfiguration, configuration.JuliePhares, configuration.Reverse.Value, model, predictorModel, argZero, people);
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if (_Exceptions.Count == 0 && _ArgZeroIsConfigurationRootDirectory)
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{
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long ticks = DateTime.Now.Ticks;
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List<string[]> directoryCollections = _Rename.GetDirectoryRenameCollections(propertyConfiguration, model, predictorModel, relativePath: string.Empty, newDirectoryName: string.Empty, jsonFiles4InfoAny: false);
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foreach (string[] directoryCollection in directoryCollections)
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{
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_Log.Information(string.Concat("Cleaning <", directoryCollection[0], ">"));
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_ = Property.Models.Stateless.IPath.DeleteEmptyDirectories(directoryCollection[0]);
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}
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string d2FaceLandmarksRootDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(propertyConfiguration, nameof(D2_FaceLandmarks));
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_Log.Information(string.Concat("Cleaning <", d2FaceLandmarksRootDirectory, ">"));
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_ = Property.Models.Stateless.IPath.DeleteEmptyDirectories(d2FaceLandmarksRootDirectory);
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if (appSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(Property.Models.Stateless.IPath.DeleteEmptyDirectories));
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}
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string message = $"There were {_Exceptions.Count} exception(s) thrown! {Environment.NewLine}{string.Join(Environment.NewLine, _Exceptions)}";
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_Log.Information(message);
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if (_Exceptions.Count != 0)
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throw new Exception(message);
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if (configuration.LoadOrCreateThenSaveDirectoryDistanceResults is null)
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throw new Exception($"{nameof(configuration.LoadOrCreateThenSaveDirectoryDistanceResults)} is null!");
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if (configuration.LoadOrCreateThenSaveDirectoryDistanceResults.Value)
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{
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long ticks = DateTime.Now.Ticks;
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foreach (string outputResolution in configuration.OutputResolutions)
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_Distance.LoadOrCreateThenSaveDirectoryDistanceResults(propertyConfiguration, model, predictorModel, outputResolution);
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if (appSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(E_Distance.LoadOrCreateThenSaveDirectoryDistanceResults));
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}
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}
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private long LogDelta(long ticks, string methodName)
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{
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long result;
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if (_Log is null)
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throw new Exception($"{nameof(_Log)} is null!");
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double delta = new TimeSpan(DateTime.Now.Ticks - ticks).TotalMilliseconds;
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_Log.Debug($"{methodName} took {Math.Floor(delta)} millisecond(s)");
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result = DateTime.Now.Ticks;
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return result;
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}
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#pragma warning disable CA1416
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#pragma warning restore CA1416
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private (Model Model, PredictorModel PredictorModel) GetTuple(List<string> args, Property.Models.Configuration propertyConfiguration, Models.Configuration configuration)
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{
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if (_Log is null)
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throw new Exception($"{nameof(_Log)} is null!");
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(Model Model, PredictorModel PredictorModel) result;
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Array array;
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Model? model = null;
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string[] sourceDirectoryNames;
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PredictorModel? predictorModel = null;
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if (!args.Any())
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sourceDirectoryNames = Array.Empty<string>();
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else
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{
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string argZero = Path.GetFullPath(args[0]);
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sourceDirectoryNames = argZero.Split(Path.DirectorySeparatorChar);
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if (!argZero.StartsWith(propertyConfiguration.RootDirectory))
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throw new Exception($"Source directory must be inside root directory! <{argZero}> <{propertyConfiguration.RootDirectory}>");
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if (_ArgZeroIsConfigurationRootDirectory && propertyConfiguration.RootDirectory != argZero)
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{
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if (!configuration.MixedYearRelativePaths.Contains(sourceDirectoryNames[0]))
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{
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string[] segments = sourceDirectoryNames[0].Split(' ');
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if (segments.Length < 2 || segments[^1].Length != 4 || (segments[^1][..2] != "19" && segments[^1][..2] != "20"))
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throw new Exception("root subdirectory must have a year at the end or directory name needs to be added to the exclude list!");
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}
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}
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}
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_Log.Information(configuration.ModelDirectory);
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string[] resizeMatch = (from l in sourceDirectoryNames where configuration.ValidResolutions.Contains(l) select l).ToArray();
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if (resizeMatch.Any())
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throw new Exception("Input directory should be the source and not a resized directory!");
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array = Enum.GetValues(typeof(Model));
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foreach (Model check in array)
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{
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if (configuration.ModelName.Contains(check.ToString()))
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{
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model = check;
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break;
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}
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}
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if (model is null)
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throw new Exception("Destination directory must have Model name!");
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model = model.Value;
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array = Enum.GetValues(typeof(PredictorModel));
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foreach (PredictorModel check in array)
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{
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if (configuration.PredictorModelName.Contains(check.ToString()))
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{
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predictorModel = check;
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break;
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}
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}
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if (predictorModel is null)
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throw new Exception("Destination directory must have Predictor Model name!");
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predictorModel = predictorModel.Value;
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result = new(model.Value, predictorModel.Value);
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return result;
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}
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private void Verify(Models.Configuration configuration)
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{
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if (!configuration.OutputResolutions.Any() || string.IsNullOrEmpty(configuration.OutputResolutions[0]) || !configuration.ValidResolutions.Contains(configuration.OutputResolutions[0]))
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throw new Exception($"{nameof(configuration.OutputResolutions)} must be a valid outputResolution!");
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if ((from l in configuration.OutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
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throw new Exception($"One or more {nameof(configuration.OutputResolutions)} are not in the ValidResolutions list!");
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if ((from l in configuration.SaveFaceLandmarkForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
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throw new Exception($"One or more {nameof(configuration.SaveFaceLandmarkForOutputResolutions)} are not in the ValidResolutions list!");
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if (configuration.CheckJsonForDistanceResults is null)
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throw new Exception($"{nameof(configuration.CheckJsonForDistanceResults)} must be set!");
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if (configuration.CrossDirectoryMaxItemsInDistanceCollection is null)
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throw new Exception($"{nameof(configuration.CrossDirectoryMaxItemsInDistanceCollection)} must be set!");
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if (configuration.DistanceFactor is null)
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throw new Exception($"{nameof(configuration.DistanceFactor)} must be set!");
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if (configuration.ForceMetadataLastWriteTimeToCreationTime is null)
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throw new Exception($"{nameof(configuration.ForceMetadataLastWriteTimeToCreationTime)} must be set!");
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if (configuration.ForceResizeLastWriteTimeToCreationTime is null)
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throw new Exception($"{nameof(configuration.ForceResizeLastWriteTimeToCreationTime)} must be set!");
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if (configuration.IgnoreExtensions is null)
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throw new Exception($"{nameof(configuration.IgnoreExtensions)} must be set!");
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if (configuration.IgnoreRelativePaths is null)
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throw new Exception($"{nameof(configuration.IgnoreRelativePaths)} must be set!");
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if (configuration.LoadOrCreateThenSaveDirectoryDistanceResults is null)
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throw new Exception($"{nameof(configuration.LoadOrCreateThenSaveDirectoryDistanceResults)} must be set!");
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if (configuration.LoadOrCreateThenSaveDistanceResults is null)
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throw new Exception($"{nameof(configuration.LoadOrCreateThenSaveDistanceResults)} must be set!");
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if (configuration.LoadOrCreateThenSaveImageFacesResults is null)
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throw new Exception($"{nameof(configuration.LoadOrCreateThenSaveImageFacesResults)} must be set!");
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if (configuration.LoadOrCreateThenSaveIndex is null)
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throw new Exception($"{nameof(configuration.LoadOrCreateThenSaveIndex)} must be set!");
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if (configuration.LocationConfidenceFactor is null)
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throw new Exception($"{nameof(configuration.LocationConfidenceFactor)} must be set!");
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if (configuration.MappedMaxIndex is null)
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throw new Exception($"{nameof(configuration.MappedMaxIndex)} must be set!");
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if (configuration.MappedMaxIndex.HasValue && configuration.LoadOrCreateThenSaveIndex.Value && !_IsEnvironment.DebuggerWasAttachedDuringConstructor)
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throw new Exception($"{nameof(configuration.MappedMaxIndex)} only allowed when debugger is attached!");
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if (configuration.MaxItemsInDistanceCollection is null)
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throw new Exception($"{nameof(configuration.MaxItemsInDistanceCollection)} must be set!");
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if (configuration.MixedYearRelativePaths is null)
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throw new Exception($"{nameof(configuration.MixedYearRelativePaths)} must be set!");
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if (configuration.NumJitters is null)
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throw new Exception($"{nameof(configuration.NumJitters)} must be set!");
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if (configuration.OutputQuality is null)
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throw new Exception($"{nameof(configuration.OutputQuality)} must be set!");
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if (configuration.OutputResolutions is null)
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throw new Exception($"{nameof(configuration.OutputResolutions)} must be set!");
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if (configuration.OverrideForFaceImages is null)
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throw new Exception($"{nameof(configuration.OverrideForFaceImages)} must be set!");
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if (configuration.OverrideForFaceLandmarkImages is null)
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throw new Exception($"{nameof(configuration.OverrideForFaceLandmarkImages)} must be set!");
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if (configuration.OverrideForResizeImages is null)
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throw new Exception($"{nameof(configuration.OverrideForResizeImages)} must be set!");
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if (configuration.PaddingLoops is null)
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throw new Exception($"{nameof(configuration.PaddingLoops)} must be set!");
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if (configuration.PropertiesChangedForDistance is null)
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throw new Exception($"{nameof(configuration.PropertiesChangedForDistance)} must be set!");
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if (configuration.PropertiesChangedForFaces is null)
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throw new Exception($"{nameof(configuration.PropertiesChangedForFaces)} must be set!");
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if (configuration.PropertiesChangedForIndex is null)
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throw new Exception($"{nameof(configuration.PropertiesChangedForIndex)} must be set!");
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if (configuration.PropertiesChangedForMetadata is null)
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throw new Exception($"{nameof(configuration.PropertiesChangedForMetadata)} must be set!");
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if (configuration.PropertiesChangedForResize is null)
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throw new Exception($"{nameof(configuration.PropertiesChangedForResize)} must be set!");
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if (configuration.Reverse is null)
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throw new Exception($"{nameof(configuration.Reverse)} must be set!");
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if (configuration.SaveFaceLandmarkForOutputResolutions is null)
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throw new Exception($"{nameof(configuration.SaveFaceLandmarkForOutputResolutions)} must be set!");
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if (configuration.SaveFullYearOfRandomFiles is null)
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throw new Exception($"{nameof(configuration.SaveFullYearOfRandomFiles)} must be set!");
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if (configuration.SaveResizedSubfiles is null)
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throw new Exception($"{nameof(configuration.SaveResizedSubfiles)} must be set!");
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if (configuration.SkipSearch is null)
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throw new Exception($"{nameof(configuration.SkipSearch)} must be set!");
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if (configuration.TestDistanceResults is null)
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throw new Exception($"{nameof(configuration.TestDistanceResults)} must be set!");
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if (configuration.ValidResolutions is null)
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throw new Exception($"{nameof(configuration.ValidResolutions)} must be set!");
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if (string.IsNullOrEmpty(configuration.ModelDirectory) || !Directory.Exists(configuration.ModelDirectory))
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throw new Exception($"{nameof(configuration.ModelDirectory)} must have a value and exits!");
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if (string.IsNullOrEmpty(configuration.ModelName))
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throw new Exception($"{nameof(configuration.ModelName)} must have a value!");
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if (string.IsNullOrEmpty(configuration.OutputExtension))
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throw new Exception($"{nameof(configuration.OutputExtension)} must have a value!");
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if (string.IsNullOrEmpty(configuration.PredictorModelName))
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throw new Exception($"{nameof(configuration.PredictorModelName)} must have a value!");
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if (configuration.DistanceFactor.Value + configuration.LocationConfidenceFactor.Value != 10)
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throw new Exception($"{nameof(configuration.DistanceFactor)} and {nameof(configuration.LocationConfidenceFactor)} must add up to 10!");
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}
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private void FullParallelForWork(PropertyLogic propertyLogic, object @lock, string outputResolution, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileInfo?> propertyFileInfoCollection, List<A_Property> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollections, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<D_Face>> imageFaceCollections, string sourceDirectory, int index, PropertyHolder propertyHolder)
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{
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if (propertyHolder.ImageFileInfo is null)
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throw new Exception($"{nameof(propertyHolder.ImageFileInfo)} is null!");
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if (_AppSettings.MaxDegreeOfParallelism is null)
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throw new Exception($"{nameof(_AppSettings.MaxDegreeOfParallelism)} is null!");
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if (_Configuration.SaveResizedSubfiles is null)
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throw new Exception($"{nameof(_Configuration.SaveResizedSubfiles)} is null!");
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if (_Configuration?.PropertyConfiguration is null)
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throw new Exception($"{nameof(_Configuration.PropertyConfiguration)} must be set!");
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if (_Configuration.PropertyConfiguration.WriteBitmapDataBytes is null)
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throw new Exception($"{nameof(_Configuration.PropertyConfiguration.WriteBitmapDataBytes)} is null!");
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A_Property property;
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List<D_Face> faceCollection;
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string original = "Original";
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long ticks = DateTime.Now.Ticks;
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DateTime dateTime = DateTime.Now;
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List<string> parseExceptions = new();
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Dictionary<string, int[]> imageResizeKeyValuePairs;
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List<Tuple<string, DateTime>> subFileTuples = new();
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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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property = propertyLogic.GetProperty(propertyLogic.AngleBracketCollection[0], propertyHolder, subFileTuples, parseExceptions);
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}
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else
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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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string fileNameWithoutExtension = Path.GetFileNameWithoutExtension(propertyHolder.ImageFileInfo.FullName);
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(int metadataGroups, metadataCollection) = _Metadata.GetMetadataCollection(subFileTuples, parseExceptions, propertyHolder.ImageFileInfo.FullName, propertyHolder.RelativePath, fileNameWithoutExtension);
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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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imageResizeKeyValuePairs = _Resize.GetResizeKeyValuePairs(subFileTuples, parseExceptions, original, metadataCollection, property, propertyHolder.ImageFileInfo.FullName, propertyHolder.RelativePath, fileNameWithoutExtension);
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if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
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ticks = LogDelta(ticks, nameof(C_Resize.GetResizeKeyValuePairs));
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if (_Configuration.SaveResizedSubfiles.Value)
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{
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_Resize.SaveResizedSubfile(outputResolution, subFileTuples, propertyHolder.ImageFileInfo.FullName, original, property, imageResizeKeyValuePairs, resizedFileInfo);
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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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}
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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.ImageFileInfo.FullName, 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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File.WriteAllBytes(path, bytes);
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}
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if (_Configuration.LoadOrCreateThenSaveImageFacesResults is null || !_Configuration.LoadOrCreateThenSaveImageFacesResults.Value)
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faceCollection = new();
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else
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{
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int[] outputResolutionCollection = imageResizeKeyValuePairs[outputResolution];
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int outputResolutionWidth = outputResolutionCollection[0];
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int outputResolutionHeight = outputResolutionCollection[1];
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int outputResolutionOrientation = outputResolutionCollection[2];
|
|
faceCollection = _Faces.GetFaces(_Configuration.PropertyConfiguration, outputResolution, subFileTuples, parseExceptions, propertyHolder.RelativePath, fileNameWithoutExtension, property, resizedFileInfo, outputResolutionWidth, outputResolutionHeight, outputResolutionOrientation);
|
|
if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
|
|
ticks = LogDelta(ticks, nameof(D_Face.GetFaces));
|
|
_Faces.SaveFaces(_Configuration.PropertyConfiguration, subFileTuples, parseExceptions, propertyHolder.RelativePath, fileNameWithoutExtension, resizedFileInfo, faceCollection);
|
|
if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
|
|
ticks = LogDelta(ticks, nameof(D_Face.SaveFaces));
|
|
if (_Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution))
|
|
{
|
|
_FaceLandmarks.SaveFaceLandmarkImages(subFileTuples, parseExceptions, propertyHolder.RelativePath, fileNameWithoutExtension, resizedFileInfo, faceCollection);
|
|
if (_AppSettings.MaxDegreeOfParallelism.Value < 2)
|
|
ticks = LogDelta(ticks, nameof(D2_FaceLandmarks.SaveFaceLandmarkImages));
|
|
}
|
|
}
|
|
lock (@lock)
|
|
{
|
|
propertyCollection[index] = property;
|
|
imageFaceCollections[index] = faceCollection;
|
|
metadataCollections[index] = metadataCollection;
|
|
resizeKeyValuePairs[index] = imageResizeKeyValuePairs;
|
|
propertyFileInfoCollection[index] = propertyHolder.ImageFileInfo;
|
|
sourceDirectoryChanges.AddRange(from l in subFileTuples where l.Item2 > dateTime select l);
|
|
}
|
|
}
|
|
|
|
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)
|
|
{
|
|
int result = 0;
|
|
if (_Log is null)
|
|
throw new Exception($"{nameof(_Log)} is null!");
|
|
if (_AppSettings.MaxDegreeOfParallelism is null)
|
|
throw new Exception($"{nameof(AppSettings.MaxDegreeOfParallelism)} is null!");
|
|
ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = _AppSettings.MaxDegreeOfParallelism.Value };
|
|
ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
|
|
if (faceCollections.Count != filteredPropertyHolderCollection.Length || metadataCollection.Count != filteredPropertyHolderCollection.Length || resizeKeyValuePairs.Count != filteredPropertyHolderCollection.Length || propertyCollection.Count != filteredPropertyHolderCollection.Length)
|
|
{
|
|
for (int i = 0; i < filteredPropertyHolderCollection.Length; i++)
|
|
{
|
|
faceCollections.Add(new());
|
|
metadataCollection.Add(new());
|
|
resizeKeyValuePairs.Add(new());
|
|
propertyCollection.Add(new());
|
|
propertyFileInfoCollection.Add(null);
|
|
}
|
|
}
|
|
int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
|
|
using (ProgressBar progressBar = new(filteredPropertyHolderCollection.Length, $"{r + 1:000}.{g} / {propertyHolderCollectionsCount:000}) {filteredPropertyHolderCollection.Length:000} file(s) - {totalSeconds} total second(s) - {outputResolution} - {sourceDirectory}", options))
|
|
{
|
|
_ = Parallel.For(0, filteredPropertyHolderCollection.Length, parallelOptions, i =>
|
|
{
|
|
try
|
|
{
|
|
FullParallelForWork(propertyLogic, @lock, outputResolution, sourceDirectoryChanges, propertyFileInfoCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, faceCollections, sourceDirectory, index: i, filteredPropertyHolderCollection[i]);
|
|
if (sourceDirectoryChanges.Any())
|
|
progressBar.Tick();
|
|
}
|
|
catch (Exception ex)
|
|
{
|
|
result += 1;
|
|
_Log.Error(string.Concat(sourceDirectory, Environment.NewLine, ex.Message, Environment.NewLine, ex.StackTrace), ex);
|
|
if (result == filteredPropertyHolderCollection.Length)
|
|
throw new Exception(string.Concat("All in [", sourceDirectory, "] failed!"));
|
|
}
|
|
});
|
|
}
|
|
return result;
|
|
}
|
|
|
|
private static void WriteTab(string checkDirectory, List<(string Id, string Line)> metadataIdLines, string fileName)
|
|
{
|
|
string text;
|
|
FileInfo fileInfo;
|
|
List<string> duplicates = new();
|
|
List<string> 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);
|
|
_ = Property.Models.Stateless.IPath.WriteAllText(fileInfo.FullName, text, compareBeforeWrite: true);
|
|
}
|
|
else
|
|
{
|
|
if (fileInfo.Exists)
|
|
File.Delete(fileInfo.FullName);
|
|
}
|
|
}
|
|
|
|
private void WriteGroup(Property.Models.Configuration configuration, PropertyLogic propertyLogic, List<A_Property> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollection, List<List<D_Face>> faceCollections, List<Dictionary<string, int[]>> resizeKeyValuePairs, string sourceDirectory, PropertyHolder[] filteredPropertyHolderCollection)
|
|
{
|
|
if (_Configuration.PropertiesChangedForMetadata is null)
|
|
throw new Exception($"{nameof(_Configuration.PropertiesChangedForMetadata)} is null!");
|
|
if (configuration.PropertiesChangedForProperty is null)
|
|
throw new Exception($"{nameof(configuration.PropertiesChangedForProperty)} is null!");
|
|
if (_Configuration.PropertiesChangedForResize is null)
|
|
throw new Exception($"{nameof(_Configuration.PropertiesChangedForResize)} is null!");
|
|
if (_Configuration.PropertiesChangedForFaces is null)
|
|
throw new Exception($"{nameof(_Configuration.PropertiesChangedForFaces)} is null!");
|
|
string key;
|
|
string json;
|
|
string checkFile;
|
|
PropertyHolder propertyHolder;
|
|
int sourceDirectoryLength = sourceDirectory.Length;
|
|
int rootDirectoryLength = configuration.RootDirectory.Length;
|
|
_FilePropertiesKeyValuePairs.Add(sourceDirectory, new List<Tuple<string, A_Property>>());
|
|
JsonSerializerOptions writeIndentedJsonSerializerOptions = new() { WriteIndented = false };
|
|
if (!(from l in propertyCollection where l?.Width is null select true).Any())
|
|
{
|
|
string checkDirectory;
|
|
List<KeyValuePair<string, List<D_Face>>> faceCollectionsKeyValuePairs = new();
|
|
List<KeyValuePair<string, A_Property>> propertyCollectionKeyValuePairs = new();
|
|
List<KeyValuePair<string, Dictionary<string, int[]>>> resizeKeyValuePairsCollections = new();
|
|
List<KeyValuePair<string, List<KeyValuePair<string, string>>>> metadataCollectionKeyValuePairs = new();
|
|
(int level, List<string> directories) = Property.Models.Stateless.IPath.Get(configuration.RootDirectory, sourceDirectory);
|
|
string fileName = string.Concat(string.Join(configuration.FileNameDirectorySeparator, directories), ".json");
|
|
for (int i = 0; i < filteredPropertyHolderCollection.Length; i++)
|
|
{
|
|
propertyHolder = filteredPropertyHolderCollection[i];
|
|
if (propertyHolder.Property is null)
|
|
continue;
|
|
if (propertyHolder.ImageFileInfo is null)
|
|
continue;
|
|
key = Property.Models.Stateless.IPath.GetRelativePath(propertyHolder.ImageFileInfo.FullName, sourceDirectoryLength);
|
|
_FileKeyValuePairs.Add(new KeyValuePair<string, string>(sourceDirectory, key));
|
|
_FilePropertiesKeyValuePairs[sourceDirectory].Add(new Tuple<string, A_Property>(key, propertyCollection[i]));
|
|
faceCollectionsKeyValuePairs.Add(new KeyValuePair<string, List<D_Face>>(key, faceCollections[i]));
|
|
propertyCollectionKeyValuePairs.Add(new KeyValuePair<string, A_Property>(key, propertyCollection[i]));
|
|
resizeKeyValuePairsCollections.Add(new KeyValuePair<string, Dictionary<string, int[]>>(key, resizeKeyValuePairs[i]));
|
|
metadataCollectionKeyValuePairs.Add(new KeyValuePair<string, List<KeyValuePair<string, string>>>(key, metadataCollection[i]));
|
|
}
|
|
if (_Metadata.AngleBracketCollection.Any())
|
|
{
|
|
checkDirectory = Property.Models.Stateless.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);
|
|
_ = Property.Models.Stateless.IPath.WriteAllText(checkFile, json, compareBeforeWrite: true);
|
|
}
|
|
if (propertyLogic.AngleBracketCollection.Any())
|
|
{
|
|
checkDirectory = Property.Models.Stateless.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);
|
|
_ = Property.Models.Stateless.IPath.WriteAllText(checkFile, json, compareBeforeWrite: true);
|
|
}
|
|
if (_Resize.AngleBracketCollection.Any())
|
|
{
|
|
checkDirectory = Property.Models.Stateless.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);
|
|
_ = Property.Models.Stateless.IPath.WriteAllText(checkFile, json, compareBeforeWrite: true);
|
|
}
|
|
if (_Configuration.LoadOrCreateThenSaveImageFacesResults.HasValue && _Configuration.LoadOrCreateThenSaveImageFacesResults.Value && _Faces.AngleBracketCollection.Any())
|
|
{
|
|
checkDirectory = Property.Models.Stateless.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(faceCollectionsKeyValuePairs, writeIndentedJsonSerializerOptions);
|
|
_ = Property.Models.Stateless.IPath.WriteAllText(checkFile, json, compareBeforeWrite: true);
|
|
}
|
|
}
|
|
}
|
|
|
|
private void FullDoWork(Property.Models.Configuration configuration, string[] juliePhares, Model model, PredictorModel predictorModel, string argZero, Dictionary<string, List<Person>> peopleCollection, PropertyLogic propertyLogic, List<PropertyHolder[]> propertyHolderCollections)
|
|
{
|
|
if (_Log is null)
|
|
throw new Exception($"{nameof(_Log)} is null!");
|
|
if (_AppSettings.MaxDegreeOfParallelism is null)
|
|
throw new Exception($"{nameof(_AppSettings.MaxDegreeOfParallelism)} is null!");
|
|
if (_Configuration.LoadOrCreateThenSaveImageFacesResults is null)
|
|
throw new Exception($"{nameof(_Configuration.LoadOrCreateThenSaveImageFacesResults)} is null!");
|
|
if (_Configuration.LoadOrCreateThenSaveDirectoryDistanceResults is null)
|
|
throw new Exception($"{nameof(_Configuration.LoadOrCreateThenSaveDirectoryDistanceResults)} is null!");
|
|
if (_Configuration.LoadOrCreateThenSaveDistanceResults is null)
|
|
throw new Exception($"{nameof(_Configuration.LoadOrCreateThenSaveDistanceResults)} is null!");
|
|
int g;
|
|
int r;
|
|
int exceptionCount;
|
|
object @lock = new();
|
|
string sourceDirectory;
|
|
long ticks = DateTime.Now.Ticks;
|
|
string modelName = model.ToString();
|
|
List<List<D_Face>> faceCollections = new();
|
|
List<A_Property> propertyCollection = new();
|
|
PropertyHolder[] filteredPropertyHolderCollection;
|
|
List<FileInfo?> propertyFileInfoCollection = new();
|
|
string predictorModelName = predictorModel.ToString();
|
|
List<Dictionary<string, int[]>> resizeKeyValuePairs = new();
|
|
List<Tuple<string, DateTime>> sourceDirectoryChanges = new();
|
|
List<List<KeyValuePair<string, string>>> metadataCollection = new();
|
|
string aPropertySingletonDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(configuration, nameof(A_Property), "{}");
|
|
string propertyRoot = Property.Models.Stateless.IResult.GetResultsGroupDirectory(configuration, nameof(A_Property));
|
|
foreach (string outputResolution in _Configuration.OutputResolutions)
|
|
{
|
|
_FileKeyValuePairs.Clear();
|
|
_FilePropertiesKeyValuePairs.Clear();
|
|
foreach (PropertyHolder[] propertyHolderCollection in propertyHolderCollections)
|
|
{
|
|
if (!propertyHolderCollection.Any())
|
|
continue;
|
|
if (!_ArgZeroIsConfigurationRootDirectory && !propertyHolderCollection[0].SourceDirectory.StartsWith(argZero))
|
|
continue;
|
|
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();
|
|
if (!filteredPropertyHolderCollection.Any())
|
|
continue;
|
|
faceCollections.Clear();
|
|
metadataCollection.Clear();
|
|
propertyCollection.Clear();
|
|
resizeKeyValuePairs.Clear();
|
|
sourceDirectoryChanges.Clear();
|
|
propertyFileInfoCollection.Clear();
|
|
_Faces.AngleBracketCollection.Clear();
|
|
_Resize.AngleBracketCollection.Clear();
|
|
_Metadata.AngleBracketCollection.Clear();
|
|
g = filteredPropertyHolderCollection[0].G;
|
|
r = filteredPropertyHolderCollection[0].R;
|
|
propertyLogic.AngleBracketCollection.Clear();
|
|
_FaceLandmarks.AngleBracketCollection.Clear();
|
|
sourceDirectory = filteredPropertyHolderCollection[0].SourceDirectory;
|
|
propertyLogic.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
|
|
modelName,
|
|
predictorModelName,
|
|
sourceDirectory,
|
|
nameof(A_Property),
|
|
outputResolution,
|
|
includeResizeGroup: false,
|
|
includeModel: false,
|
|
includePredictorModel: false,
|
|
contentDescription: string.Empty,
|
|
singletonDescription: "Properties for each image",
|
|
collectionDescription: string.Empty));
|
|
_Metadata.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
|
|
modelName,
|
|
predictorModelName,
|
|
sourceDirectory,
|
|
nameof(B_Metadata),
|
|
outputResolution,
|
|
includeResizeGroup: false,
|
|
includeModel: false,
|
|
includePredictorModel: false,
|
|
contentDescription: string.Empty,
|
|
singletonDescription: "Metadata as key value pairs",
|
|
collectionDescription: string.Empty));
|
|
_Resize.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
|
|
modelName,
|
|
predictorModelName,
|
|
sourceDirectory,
|
|
nameof(C_Resize),
|
|
outputResolution,
|
|
includeResizeGroup: true,
|
|
includeModel: false,
|
|
includePredictorModel: false,
|
|
contentDescription: "Resized image",
|
|
singletonDescription: "Resize dimensions for each resolution",
|
|
collectionDescription: string.Empty));
|
|
if (_Configuration.LoadOrCreateThenSaveImageFacesResults.HasValue && _Configuration.LoadOrCreateThenSaveImageFacesResults.Value)
|
|
_Faces.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
|
|
modelName,
|
|
predictorModelName,
|
|
sourceDirectory,
|
|
nameof(D_Face),
|
|
outputResolution,
|
|
includeResizeGroup: true,
|
|
includeModel: true,
|
|
includePredictorModel: true,
|
|
contentDescription: "n png file(s) for each face found",
|
|
singletonDescription: string.Empty,
|
|
collectionDescription: "For each image a json file with all faces found"));
|
|
if (_Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution))
|
|
_FaceLandmarks.AngleBracketCollection.AddRange(Property.Models.Stateless.IResult.GetDirectoryInfoCollection(configuration,
|
|
modelName,
|
|
predictorModelName,
|
|
sourceDirectory,
|
|
nameof(D2_FaceLandmarks),
|
|
outputResolution,
|
|
includeResizeGroup: true,
|
|
includeModel: true,
|
|
includePredictorModel: true,
|
|
contentDescription: "n x 2 png file(s) for each face found",
|
|
singletonDescription: string.Empty,
|
|
collectionDescription: string.Empty));
|
|
exceptionCount = FullParallelWork(@lock, ticks, propertyLogic, outputResolution, sourceDirectoryChanges, propertyFileInfoCollection, propertyCollection, metadataCollection, resizeKeyValuePairs, faceCollections, propertyHolderCollections.Count, g, sourceDirectory, r, filteredPropertyHolderCollection);
|
|
if (metadataCollection.Count != filteredPropertyHolderCollection.Length || propertyCollection.Count != filteredPropertyHolderCollection.Length || resizeKeyValuePairs.Count != filteredPropertyHolderCollection.Length || faceCollections.Count != filteredPropertyHolderCollection.Length)
|
|
throw new Exception("Counts don't match!");
|
|
if (exceptionCount != 0)
|
|
_Exceptions.Add(sourceDirectory);
|
|
if (exceptionCount == 0 && _ArgZeroIsConfigurationRootDirectory)
|
|
WriteGroup(configuration, propertyLogic, propertyCollection, metadataCollection, faceCollections, resizeKeyValuePairs, sourceDirectory, filteredPropertyHolderCollection);
|
|
if (exceptionCount == 0)
|
|
propertyLogic.AddToPropertyLogicAllCollection(filteredPropertyHolderCollection);
|
|
if (exceptionCount == 0 && _Configuration.LoadOrCreateThenSaveImageFacesResults.Value && _Configuration.SaveShortcuts.HasValue && _Configuration.SaveShortcuts.Value && propertyLogic.NamedFaceInfoDeterministicHashCodeIndices.Any())
|
|
_Faces.SaveShortcuts(configuration, juliePhares, model, predictorModel, propertyLogic, peopleCollection, outputResolution, filteredPropertyHolderCollection, propertyCollection, faceCollections);
|
|
if (exceptionCount == 0 && _Configuration.LoadOrCreateThenSaveDistanceResults.HasValue && _Configuration.LoadOrCreateThenSaveDistanceResults.Value)
|
|
_Distance.LoadOrCreateThenSaveDistanceResults(configuration, model, predictorModel, sourceDirectory, outputResolution, sourceDirectoryChanges, filteredPropertyHolderCollection, faceCollections);
|
|
if (_Resize.AngleBracketCollection.Any())
|
|
_ = Property.Models.Stateless.IPath.DeleteEmptyDirectories(_Resize.AngleBracketCollection[0].Replace("<>", "()"));
|
|
if (_Faces.AngleBracketCollection.Any())
|
|
_ = Property.Models.Stateless.IPath.DeleteEmptyDirectories(_Faces.AngleBracketCollection[0].Replace("<>", "()"));
|
|
if (_FaceLandmarks.AngleBracketCollection.Any())
|
|
_ = Property.Models.Stateless.IPath.DeleteEmptyDirectories(_FaceLandmarks.AngleBracketCollection[0].Replace("<>", "()"));
|
|
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 (System.Console.ReadKey().Key == ConsoleKey.Y)
|
|
break;
|
|
}
|
|
_Log.Information(". . .");
|
|
}
|
|
}
|
|
if (_ArgZeroIsConfigurationRootDirectory && outputResolution == _Configuration.OutputResolutions[0])
|
|
{
|
|
propertyLogic.SaveAllCollection();
|
|
if (!_Configuration.LoadOrCreateThenSaveImageFacesResults.Value && !_Configuration.LoadOrCreateThenSaveDirectoryDistanceResults.Value && !_Configuration.LoadOrCreateThenSaveDistanceResults.Value)
|
|
break;
|
|
if (_Exceptions.Count == 0)
|
|
{
|
|
if (_FileKeyValuePairs.Any())
|
|
_Random.Random(configuration, _Configuration.OutputResolutions[0], _FileKeyValuePairs);
|
|
if (_IsEnvironment.Development)
|
|
continue;
|
|
G2_Identify identify = new(_Configuration);
|
|
List<G2_Identify> identifiedCollection = identify.GetIdentifiedCollection(configuration, _IsEnvironment, _People);
|
|
_People.WriteAllText(configuration, _Configuration.OutputResolutions[0], identifiedCollection);
|
|
identify.WriteAllText(configuration, _Configuration.OutputResolutions[0], identifiedCollection);
|
|
if (_Configuration.LoadOrCreateThenSaveIndex.HasValue && _Configuration.LoadOrCreateThenSaveIndex.Value && _FilePropertiesKeyValuePairs.Any())
|
|
_Index.SetIndex(configuration, model, predictorModel, _Configuration.OutputResolutions[0], _FilePropertiesKeyValuePairs);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
private PropertyLogic GetPropertyLogic()
|
|
{
|
|
PropertyLogic result;
|
|
if (_AppSettings.MaxDegreeOfParallelism is null)
|
|
throw new Exception($"{nameof(_AppSettings.MaxDegreeOfParallelism)} is null!");
|
|
if (_Configuration?.PropertyConfiguration is null)
|
|
throw new Exception($"{nameof(_Configuration.PropertyConfiguration)} must be set!");
|
|
result = new(_AppSettings.MaxDegreeOfParallelism.Value, _Configuration.PropertyConfiguration);
|
|
return result;
|
|
}
|
|
|
|
private void Search(Property.Models.Configuration configuration, string[] juliePhares, bool reverse, Model model, PredictorModel predictorModel, string argZero, Person[] people)
|
|
{
|
|
PropertyLogic propertyLogic = GetPropertyLogic();
|
|
Dictionary<string, List<Person>> peopleCollection = A2_People.Convert(people);
|
|
List<PropertyHolder[]> propertyHolderCollections = Property.Models.Stateless.A_Property.Get(configuration, reverse, model.ToString(), predictorModel.ToString(), propertyLogic);
|
|
FullDoWork(configuration, juliePhares, model, predictorModel, argZero, peopleCollection, propertyLogic, propertyHolderCollections);
|
|
}
|
|
|
|
internal void RenameQueue(Property.Models.Configuration configuration, Model model, PredictorModel predictorModel) => _Rename.RenameQueue(configuration, model, predictorModel);
|
|
|
|
} |