1026 lines
60 KiB
C#
1026 lines
60 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.Distance.Models;
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using View_by_Distance.Face.Models;
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using View_by_Distance.FaceParts.Models;
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using View_by_Distance.Instance.Models;
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using View_by_Distance.Map.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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namespace View_by_Distance.Instance;
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public partial 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 E3_Rename _Rename;
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private readonly IConsole _Console;
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private readonly E_Distance _Distance;
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private readonly B_Metadata _Metadata;
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private readonly Serilog.ILogger? _Log;
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private readonly D2_FaceParts _FaceParts;
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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 bool _PropertyRootExistedBefore;
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private readonly Models.Configuration _Configuration;
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private readonly bool _ArgZeroIsConfigurationRootDirectory;
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private readonly Map.Models.Configuration _MapConfiguration;
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public DlibDotNet(
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List<string> args,
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IsEnvironment isEnvironment,
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IConfigurationRoot configurationRoot,
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AppSettings appSettings,
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string workingDirectory,
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bool isSilent,
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IConsole console)
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{
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_Console = console;
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string argZero;
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string message;
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_AppSettings = appSettings;
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_IsEnvironment = isEnvironment;
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long ticks = DateTime.Now.Ticks;
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_Exceptions = new List<string>();
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PersonContainer[] personContainers;
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_Log = Serilog.Log.ForContext<DlibDotNet>();
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Property.Models.Configuration propertyConfiguration = Property.Models.Binder.Configuration.Get(isEnvironment, configurationRoot);
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_Log.Information(propertyConfiguration.RootDirectory);
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Property.Models.Configuration.Verify(propertyConfiguration, requireExist: false);
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Models.Configuration configuration = Models.Binder.Configuration.Get(isEnvironment, configurationRoot, propertyConfiguration);
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Verify(configuration);
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VerifyExtra(args, propertyConfiguration, configuration);
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_Configuration = configuration;
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_Index = new(configuration);
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_Random = new(configuration);
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_Rename = new(configuration);
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if (configuration.IgnoreExtensions is null)
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throw new NullReferenceException(nameof(configuration.IgnoreExtensions));
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string propertyRoot = Property.Models.Stateless.IResult.GetResultsGroupDirectory(propertyConfiguration, nameof(A_Property), create: false);
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_PropertyRootExistedBefore = !Directory.Exists(propertyRoot);
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argZero = args.Count > 0 ? Path.GetFullPath(args[0]) : Path.GetFullPath(propertyConfiguration.RootDirectory);
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_ArgZeroIsConfigurationRootDirectory = propertyConfiguration.RootDirectory == argZero;
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_Log.Information(configuration.ModelDirectory);
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{
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(ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension) = C_Resize.GetPngLowQuality();
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(ImageCodecInfo hiddenImageCodecInfo, EncoderParameters hiddenEncoderParameters, string hiddenFileNameExtension) = C_Resize.GetGifLowQuality();
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_Faces = new D_Face(
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argZero,
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configuration.CheckDFaceAndUpWriteDates,
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configuration.PropertyConfiguration,
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encoderParameters,
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configuration.FaceDistanceHiddenImageFactor,
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filenameExtension,
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configuration.ForceFaceLastWriteTimeToCreationTime,
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hiddenEncoderParameters,
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hiddenFileNameExtension,
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hiddenImageCodecInfo,
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imageCodecInfo,
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configuration.ModelDirectory,
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configuration.ModelName,
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configuration.NumberOfJitters,
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configuration.NumberOfTimesToUpsample,
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configuration.OverrideForFaceImages,
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configuration.RetryImagesWithoutAFace,
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configuration.PredictorModelName,
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configuration.PropertiesChangedForFaces);
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}
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{
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(ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension) = C_Resize.GetGifLowQuality();
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_FaceParts = new D2_FaceParts(imageCodecInfo, encoderParameters, filenameExtension, configuration.CheckDFaceAndUpWriteDates, configuration.OverrideForFaceLandmarkImages);
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}
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_Metadata = new(configuration.ForceMetadataLastWriteTimeToCreationTime, configuration.PropertiesChangedForMetadata);
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_MapConfiguration = Get(configuration, _Faces.FileNameExtension, _Faces.HiddenFileNameExtension, _FaceParts.FileNameExtension);
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_Distance = new(configuration.DistanceMoveUnableToMatch, configuration.DistancePixelDistanceTolerance, configuration.DistanceRenameToMatch, _Configuration.FaceConfidencePercent, configuration.RangeDistanceTolerance, configuration.RangeFaceConfidence);
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if (_PropertyRootExistedBefore || !_ArgZeroIsConfigurationRootDirectory)
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personContainers = Array.Empty<PersonContainer>();
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else
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{
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int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
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message = $") Building People Collection - {totalSeconds} total second(s)";
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ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
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using ProgressBar progressBar = new(1, message, options);
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progressBar.Tick();
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string rootDirectory = propertyConfiguration.RootDirectory;
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string peopleRootDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(propertyConfiguration, nameof(A2_People));
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string? rootResultsDirectory = Path.GetDirectoryName(Path.GetDirectoryName(peopleRootDirectory));
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if (rootResultsDirectory is null)
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throw new Exception();
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Storage storage = new(rootDirectory, rootResultsDirectory, peopleRootDirectory);
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personContainers = Shared.Models.Stateless.Methods.IPersonContainer.GetPersonContainers(storage, configuration.PersonBirthdayFormat, _Faces.FileNameExtension);
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}
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if (!isSilent && configuration.TestDistanceResults)
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{
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E2_Navigate e2Navigate = new(console, configuration, argZero);
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e2Navigate.Navigate(propertyConfiguration, configuration.OutputResolutions[0]);
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_Log.Information(propertyConfiguration.RootDirectory);
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}
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{
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(ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension) = C_Resize.GetTuple(
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configuration.OutputExtension,
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configuration.OutputQuality);
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_Resize = new C_Resize(
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configuration.ForceResizeLastWriteTimeToCreationTime,
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configuration.OverrideForResizeImages,
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configuration.PropertiesChangedForResize,
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configuration.ValidResolutions,
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imageCodecInfo,
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encoderParameters,
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filenameExtension);
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}
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if (!configuration.SkipSearch)
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Search(ticks, argZero, propertyRoot, personContainers);
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if (!_PropertyRootExistedBefore && !_IsEnvironment.Development && _Exceptions.Count == 0 && _ArgZeroIsConfigurationRootDirectory)
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{
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List<string[]> directoryCollections = _Rename.GetDirectoryRenameCollections(
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propertyConfiguration,
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relativePath: string.Empty,
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newDirectoryName: string.Empty,
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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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_ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(directoryCollection[0]);
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}
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string d2FacePartsRootDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(propertyConfiguration, nameof(D2_FaceParts));
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_Log.Information(string.Concat("Cleaning <", d2FacePartsRootDirectory, ">"));
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_ = Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories(d2FacePartsRootDirectory);
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if (appSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(Shared.Models.Stateless.Methods.IPath.DeleteEmptyDirectories));
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}
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message = $"There were {_Exceptions.Count} exception(s) thrown! {Environment.NewLine}{string.Join(Environment.NewLine, _Exceptions)}";
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_Log.Information(message);
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if (_Exceptions.Count != 0)
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throw new Exception(message);
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if (_PropertyRootExistedBefore)
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_Log.Information("First run completed. Run again if wanted");
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}
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private long LogDelta(long ticks, string? methodName)
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{
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long result;
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if (_Log is null)
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throw new NullReferenceException(nameof(_Log));
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double delta = new TimeSpan(DateTime.Now.Ticks - ticks).TotalMilliseconds;
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_Log.Debug($"{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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private long LogDeltaInSeconds(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 NullReferenceException(nameof(_Log));
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double delta = new TimeSpan(DateTime.Now.Ticks - ticks).Seconds;
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_Log.Debug($"{methodName} took {Math.Floor(delta)} seconds(s)");
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result = DateTime.Now.Ticks;
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return result;
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}
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private long LogDeltaInMinutes(long ticks, string methodName)
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{
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long result;
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if (_Log is null)
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throw new NullReferenceException(nameof(_Log));
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double delta = new TimeSpan(DateTime.Now.Ticks - ticks).Minutes;
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_Log.Debug($"{methodName} took {Math.Floor(delta)} minutes(s)");
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result = DateTime.Now.Ticks;
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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 NullReferenceException($"{nameof(configuration.OutputResolutions)} must be a valid outputResolution!");
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if ((from l in configuration.OutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
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throw new Exception($"One or more {nameof(configuration.OutputResolutions)} are not in the ValidResolutions list!");
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if ((from l in configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
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throw new Exception($"One or more {nameof(configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions)} are not in the ValidResolutions list!");
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if ((from l in configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
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throw new Exception($"One or more {nameof(configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions)} are not in the ValidResolutions list!");
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if ((from l in configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
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throw new Exception($"One or more {nameof(configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions)} are not in the ValidResolutions list!");
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if ((from l in configuration.SaveShortcutsForOutputResolutions where !configuration.ValidResolutions.Contains(l) select false).Any())
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throw new Exception($"One or more {nameof(configuration.SaveShortcutsForOutputResolutions)} 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 (string.IsNullOrEmpty(configuration.ModelName))
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throw new NullReferenceException(nameof(configuration.ModelName));
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if (string.IsNullOrEmpty(configuration.OutputExtension))
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throw new NullReferenceException(nameof(configuration.OutputExtension));
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if (string.IsNullOrEmpty(configuration.PredictorModelName))
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throw new NullReferenceException(nameof(configuration.PredictorModelName));
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if (string.IsNullOrEmpty(configuration.ModelDirectory) || !Directory.Exists(configuration.ModelDirectory))
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throw new NullReferenceException(nameof(configuration.ModelDirectory));
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if (configuration.MappedMaxIndex.HasValue && configuration.LoadOrCreateThenSaveIndex && !_IsEnvironment.DebuggerWasAttachedDuringConstructor)
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throw new NullReferenceException(nameof(configuration.MappedMaxIndex));
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}
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private void VerifyExtra(List<string> args, Property.Models.Configuration propertyConfiguration, Models.Configuration configuration)
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{
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string[] sourceDirectoryNames;
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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? century;
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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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century = segments[^1].Length == 4 ? segments[^1][..2] : null;
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if (segments.Length < 2 || century is null || (century != "18" && century != "19" && century != "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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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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if (configuration.LocationDigits != Shared.Models.Stateless.ILocation.Digits)
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throw new Exception("Configuration has to match interface!");
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if (configuration.LocationFactor != Shared.Models.Stateless.ILocation.Factor)
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throw new Exception("Configuration has to match interface!");
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}
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private static Map.Models.Configuration Get(Models.Configuration configuration, string facesFileNameExtension, string facesHiddenFileNameExtension, string facePartsFileNameExtension)
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{
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Map.Models.Configuration result = new(
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configuration.FaceConfidencePercent,
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configuration.FaceDistancePermyriad,
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configuration.MappingDefaultName,
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configuration.PersonBirthdayFirstYear,
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configuration.PersonBirthdayFormat,
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configuration.RangeDaysDeltaTolerance,
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configuration.RangeDistanceTolerance,
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configuration.SortingMaximumPerKey,
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configuration.SortingMinimumToUseSigma,
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facesFileNameExtension,
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facesHiddenFileNameExtension,
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facePartsFileNameExtension);
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return result;
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}
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private void FullParallelForWork(A_Property propertyLogic, Dictionary<int, List<(string, int)>> idToMappedFaceFilesCollection, string outputResolution, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory, string dResultsFullGroupDirectory, string? eDistanceContentDirectory, List<Tuple<string, DateTime>> sourceDirectoryChanges, List<FileHolder?> propertyFileHolderCollection, List<Shared.Models.Property?> propertyCollection, List<List<KeyValuePair<string, string>>> metadataCollections, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<Shared.Models.Face>> imageFaceCollections, Container container, int index, Item item)
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{
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if (_Log is null)
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throw new NullReferenceException(nameof(_Log));
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string original = "Original";
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List<Shared.Models.Face> faces;
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Shared.Models.Property property;
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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 (item.Property is null || item.Property.Id is null)
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{
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property = propertyLogic.GetProperty(item, subFileTuples, parseExceptions);
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item.Update(property);
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if (subFileTuples.Any())
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{
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lock (sourceDirectoryChanges)
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sourceDirectoryChanges.Add(new Tuple<string, DateTime>(nameof(A_Property), (from l in subFileTuples select l.Item2).Max()));
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}
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}
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else
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{
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property = item.Property;
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if (item.Abandoned.HasValue && item.Abandoned.Value)
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_Log.Information(string.Concat("Abandoned <", item.ImageFileHolder.FullName, '>'));
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else if (item.FileSizeChanged.HasValue && item.FileSizeChanged.Value)
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_Log.Information(string.Concat("FileSizeChanged <", item.ImageFileHolder.FullName, '>'));
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else if (item.LastWriteTimeChanged.HasValue && item.LastWriteTimeChanged.Value)
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_Log.Information(string.Concat("LastWriteTimeChanged <", item.ImageFileHolder.FullName, '>'));
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else if (item.Moved.HasValue && item.Moved.Value)
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_Log.Information(string.Concat("Moved <", item.ImageFileHolder.FullName, '>'));
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}
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if (property is null || item.Property is null)
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throw new NullReferenceException(nameof(property));
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FileHolder resizedFileHolder = _Resize.GetResizedFileHolder(item);
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item.SetResizedFileHolder(_Resize.FileNameExtension, resizedFileHolder);
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string facesDirectory = _Faces.GetFacesDirectory(dResultsFullGroupDirectory, item);
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MappingFromItem mappingFromItem = Shared.Models.Stateless.Methods.IMappingFromItem.GetMappingFromItem(item, resizedFileHolder);
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(int metadataGroups, metadataCollection) = _Metadata.GetMetadataCollection(_Configuration.PropertyConfiguration, bResultsFullGroupDirectory, subFileTuples, parseExceptions, mappingFromItem);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(B_Metadata.GetMetadataCollection));
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imageResizeKeyValuePairs = _Resize.GetResizeKeyValuePairs(_Configuration.PropertyConfiguration, cResultsFullGroupDirectory, subFileTuples, parseExceptions, original, metadataCollection, item.Property, mappingFromItem);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(C_Resize.GetResizeKeyValuePairs));
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if (_Configuration.SaveResizedSubfiles)
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{
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_Resize.SaveResizedSubfile(_Configuration.PropertyConfiguration, outputResolution, cResultsFullGroupDirectory, subFileTuples, item, item.Property, mappingFromItem, original, imageResizeKeyValuePairs);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(C_Resize.SaveResizedSubfile));
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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, cResultsFullGroupDirectory, subFileTuples, item.Property, mappingFromItem, imageResizeKeyValuePairs);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(C_Resize.GetResizedBytes));
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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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faces = 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];
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faces = _Faces.GetFaces(dResultsFullGroupDirectory, subFileTuples, parseExceptions, property, mappingFromItem, outputResolutionWidth, outputResolutionHeight, outputResolutionOrientation);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(D_Face.GetFaces));
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bool anyFacesSaved = _Faces.SaveFaces(dResultsFullGroupDirectory, subFileTuples, parseExceptions, mappingFromItem, facesDirectory, faces);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(D_Face.SaveFaces));
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if (!anyFacesSaved && item.Property?.Id is not null
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&& idToMappedFaceFilesCollection.TryGetValue(item.Property.Id.Value, out List<(string, int)>? collection))
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_Distance.LookForMatchFacesAndPossiblyRename(_Faces.FileNameExtension, eDistanceContentDirectory, mappingFromItem, faces, collection);
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if (_Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution))
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{
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throw new NotImplementedException();
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// bool saveRotated = _Configuration.SaveFaceLandmarkForOutputResolutions.Contains(outputResolution);
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// string sourceDirectorySegment = Property.Models.Stateless.IResult.GetRelativePath(_Configuration.PropertyConfiguration, container.SourceDirectory);
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// string facePartsDirectoryX = Path.GetFullPath(Path.Combine($"{Path.Combine(d2FacePartsContentDirectory, "()")}{sourceDirectorySegment}", item.ImageFileHolder.NameWithoutExtension));
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// _FaceParts.SaveFaceLandmarkImages(facesDirectory, subFileTuples, parseExceptions, item, faceCollection, saveRotated);
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// if (_AppSettings.MaxDegreeOfParallelism < 2)
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// ticks = LogDelta(ticks, nameof(D2_FaceParts.SaveFaceLandmarkImages));
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}
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}
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lock (sourceDirectoryChanges)
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{
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imageFaceCollections[index] = faces;
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propertyCollection[index] = property;
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metadataCollections[index] = metadataCollection;
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resizeKeyValuePairs[index] = imageResizeKeyValuePairs;
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propertyFileHolderCollection[index] = item.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(int maxDegreeOfParallelism,
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A_Property propertyLogic,
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Dictionary<int, List<(string, int)>> idToMappedFaceFilesCollection,
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string outputResolution,
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string bResultsFullGroupDirectory,
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string cResultsFullGroupDirectory,
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string dResultsFullGroupDirectory,
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string? eDistanceContentDirectory,
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List<Tuple<string, DateTime>> sourceDirectoryChanges,
|
|
List<FileHolder?> propertyFileHolderCollection,
|
|
List<Shared.Models.Property?> propertyCollection,
|
|
List<List<KeyValuePair<string, string>>> metadataCollection,
|
|
List<Dictionary<string, int[]>> resizeKeyValuePairs,
|
|
List<List<Shared.Models.Face>> 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(new());
|
|
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,
|
|
idToMappedFaceFilesCollection,
|
|
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<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);
|
|
_ = 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<List<KeyValuePair<string, string>>> metadataCollection, List<Dictionary<string, int[]>> resizeKeyValuePairs, List<List<Shared.Models.Face>> imageFaceCollections, string outputResolution, Container container, Item[] filteredItems)
|
|
{
|
|
Item item;
|
|
string key;
|
|
string json;
|
|
string checkFile;
|
|
int sourceDirectoryLength = container.SourceDirectory.Length;
|
|
JsonSerializerOptions writeIndentedJsonSerializerOptions = new() { WriteIndented = false };
|
|
if (!(from l in propertyCollection where l?.Width is null select true).Any())
|
|
{
|
|
string checkDirectory;
|
|
List<KeyValuePair<string, Shared.Models.Property>> propertyCollectionKeyValuePairs = new();
|
|
List<KeyValuePair<string, Dictionary<string, int[]>>> resizeKeyValuePairsCollections = new();
|
|
List<KeyValuePair<string, List<Shared.Models.Face>>> imageFaceCollectionsKeyValuePairs = new();
|
|
List<KeyValuePair<string, List<KeyValuePair<string, string>>>> metadataCollectionKeyValuePairs = new();
|
|
(int level, List<string> 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;
|
|
key = Shared.Models.Stateless.Methods.IPath.GetRelativePath(item.ImageFileHolder.FullName, sourceDirectoryLength);
|
|
propertyCollectionKeyValuePairs.Add(new KeyValuePair<string, Shared.Models.Property>(key, propertyCollection[i]));
|
|
resizeKeyValuePairsCollections.Add(new KeyValuePair<string, Dictionary<string, int[]>>(key, resizeKeyValuePairs[i]));
|
|
imageFaceCollectionsKeyValuePairs.Add(new KeyValuePair<string, List<Shared.Models.Face>>(key, imageFaceCollections[i]));
|
|
metadataCollectionKeyValuePairs.Add(new KeyValuePair<string, List<KeyValuePair<string, string>>>(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(string outputResolution)
|
|
{
|
|
string aResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(
|
|
_Configuration.PropertyConfiguration,
|
|
nameof(A_Property),
|
|
outputResolution,
|
|
includeResizeGroup: false,
|
|
includeModel: false,
|
|
includePredictorModel: false);
|
|
string bResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(
|
|
_Configuration.PropertyConfiguration,
|
|
nameof(B_Metadata),
|
|
outputResolution,
|
|
includeResizeGroup: false,
|
|
includeModel: false,
|
|
includePredictorModel: false);
|
|
string cResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(
|
|
_Configuration.PropertyConfiguration,
|
|
nameof(C_Resize),
|
|
outputResolution,
|
|
includeResizeGroup: true,
|
|
includeModel: false,
|
|
includePredictorModel: false);
|
|
string dResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory(
|
|
_Configuration.PropertyConfiguration,
|
|
nameof(D_Face),
|
|
outputResolution,
|
|
includeResizeGroup: true,
|
|
includeModel: true,
|
|
includePredictorModel: true);
|
|
return new(aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory);
|
|
}
|
|
|
|
private void SetAngleBracketCollections(A_Property propertyLogic, Container container, string aResultsFullGroupDirectory, string bResultsFullGroupDirectory, string cResultsFullGroupDirectory)
|
|
{
|
|
propertyLogic.SetAngleBracketCollection(aResultsFullGroupDirectory, container.SourceDirectory);
|
|
_Resize.SetAngleBracketCollection(_Configuration.PropertyConfiguration, cResultsFullGroupDirectory, container.SourceDirectory);
|
|
_Metadata.SetAngleBracketCollection(_Configuration.PropertyConfiguration, bResultsFullGroupDirectory, container.SourceDirectory);
|
|
}
|
|
|
|
private Item[] GetFilterItems(Container container)
|
|
{
|
|
List<Item> 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, string propertyRoot, long ticks, A_Property propertyLogic, int t, Container[] containers, string? eDistanceContentDirectory, Dictionary<int, List<(string, int)>> idToMappedFaceFilesCollection)
|
|
{
|
|
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<FileHolder?> propertyFileHolderCollection = new();
|
|
List<Dictionary<string, int[]>> resizeKeyValuePairs = new();
|
|
List<List<Shared.Models.Face>> imageFaceCollections = new();
|
|
List<Tuple<string, DateTime>> sourceDirectoryChanges = new();
|
|
int maxDegreeOfParallelism = _AppSettings.MaxDegreeOfParallelism;
|
|
List<Shared.Models.Property?> nullablePropertyCollection = new();
|
|
List<List<KeyValuePair<string, string>>> metadataCollection = new();
|
|
foreach (string outputResolution in _Configuration.OutputResolutions)
|
|
{
|
|
total = 0;
|
|
(aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory) = GetResultsFullGroupDirectories(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}";
|
|
if (_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Contains(outputResolution))
|
|
_Faces.SetAngleBracketCollection(dResultsFullGroupDirectory, container.SourceDirectory);
|
|
SetAngleBracketCollections(propertyLogic, container, aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory);
|
|
exceptionCount = FullParallelWork(
|
|
maxDegreeOfParallelism,
|
|
propertyLogic,
|
|
idToMappedFaceFilesCollection,
|
|
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);
|
|
continue;
|
|
}
|
|
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 bool IsIgnoreRelativePath(string directory)
|
|
{
|
|
bool result = false;
|
|
string? checkDirectory = Path.GetFullPath(directory);
|
|
for (int i = 0; i < int.MaxValue; i++)
|
|
{
|
|
if (_Configuration.IgnoreRelativePaths.Contains(Path.GetFileName(checkDirectory)))
|
|
{
|
|
result = true;
|
|
break;
|
|
}
|
|
checkDirectory = Path.GetDirectoryName(checkDirectory);
|
|
if (string.IsNullOrEmpty(checkDirectory) || checkDirectory == _Configuration.PropertyConfiguration.RootDirectory)
|
|
break;
|
|
}
|
|
return result;
|
|
}
|
|
|
|
private (List<Item>, Shared.Models.Face[]) SetMappingThenGetDistinctFilteredFacesWithMapping(string argZero, Container[] containers)
|
|
{
|
|
List<Item> items = new();
|
|
Shared.Models.Face[] faces;
|
|
Mapping mapping;
|
|
int faceAreaPermille;
|
|
Item[] filteredItems;
|
|
int confidencePercent;
|
|
List<int> distinct = new();
|
|
int normalizedPixelPercentage;
|
|
string deterministicHashCodeKey;
|
|
MappingFromItem mappingFromItem;
|
|
MappingFromLocation mappingFromLocation;
|
|
List<Shared.Models.Face> collection = new();
|
|
foreach (Container container in containers)
|
|
{
|
|
if (!container.Items.Any())
|
|
continue;
|
|
if (!_ArgZeroIsConfigurationRootDirectory && !container.SourceDirectory.StartsWith(argZero))
|
|
continue;
|
|
if (_Configuration.IgnoreRelativePaths.Any(l => container.SourceDirectory.Contains(l)) && IsIgnoreRelativePath(container.SourceDirectory))
|
|
continue;
|
|
filteredItems = GetFilterItems(container);
|
|
if (!filteredItems.Any())
|
|
continue;
|
|
foreach (Item item in filteredItems)
|
|
{
|
|
if (item.Property?.Id is null || item.ResizedFileHolder is null)
|
|
continue;
|
|
if (distinct.Contains(item.Property.Id.Value))
|
|
continue;
|
|
distinct.Add(item.Property.Id.Value);
|
|
if (!item.Faces.Any(l => l.FaceEncoding is not null && l.Location is not null && l.OutputResolution is not null))
|
|
{
|
|
items.Add(item);
|
|
continue;
|
|
}
|
|
mappingFromItem = Shared.Models.Stateless.Methods.IMappingFromItem.GetMappingFromItem(item);
|
|
foreach (Shared.Models.Face face in item.Faces)
|
|
{
|
|
if (face.FaceEncoding is null || face.Location is null || face.OutputResolution is null)
|
|
continue;
|
|
confidencePercent = Shared.Models.Stateless.Methods.ILocation.GetConfidencePercent(_Configuration.FaceConfidencePercent, _Configuration.RangeFaceConfidence, face.Location.Confidence);
|
|
faceAreaPermille = Shared.Models.Stateless.Methods.IMapping.GetAreaPermille(_Configuration.FaceAreaPermille, face.Location, face.OutputResolution);
|
|
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(faceAreaPermille, confidencePercent, deterministicHashCodeKey, normalizedPixelPercentage);
|
|
mapping = new(mappingFromItem, mappingFromLocation);
|
|
face.SetMapping(mapping);
|
|
collection.Add(face);
|
|
}
|
|
}
|
|
}
|
|
faces = (from l in collection orderby l.Mapping?.MappingFromItem.Id select l).ToArray();
|
|
return new(items, faces);
|
|
}
|
|
|
|
private void MapLogic(string argZero, long ticks, PersonContainer[] personContainers, Container[] containers, string a2PeopleSingletonDirectory, string dResultsFullGroupDirectory, string d2FacePartsContentDirectory, string eDistanceContentDirectory, string outputResolution)
|
|
{
|
|
int? useFiltersCounter = null;
|
|
SortingContainer[] sortingContainers;
|
|
string dFacesContentDirectory = Path.Combine(dResultsFullGroupDirectory, "()");
|
|
(List<Item> filteredItems, Shared.Models.Face[] distinctFilteredFaces) = SetMappingThenGetDistinctFilteredFacesWithMapping(argZero, containers);
|
|
Mapping[] mappingCollection = MapLogicSupport.GetSelectedMappingCollection(distinctFilteredFaces);
|
|
MapLogicSupport mapLogicSupport = new(
|
|
_Configuration.FaceConfidencePercent,
|
|
_Configuration.FaceDistancePermyriad,
|
|
_Configuration.RangeDaysDeltaTolerance,
|
|
_Configuration.RangeFaceAreaPermilleTolerance,
|
|
_Configuration.SortingMaximumPerFaceShouldBeHigh);
|
|
MapLogic mapLogic = new(
|
|
_AppSettings.MaxDegreeOfParallelism,
|
|
_Configuration.PropertyConfiguration,
|
|
_MapConfiguration,
|
|
ticks,
|
|
personContainers,
|
|
a2PeopleSingletonDirectory,
|
|
eDistanceContentDirectory,
|
|
mappingCollection,
|
|
mapLogicSupport);
|
|
Dictionary<int, Dictionary<int, Mapping>> idToNormalizedPixelPercentageToMapping = MapLogicSupport.GetIdToNormalizedPixelPercentageToFace(mappingCollection);
|
|
mapLogic.CopyManualFiles(dFacesContentDirectory, idToNormalizedPixelPercentageToMapping);
|
|
if (_Configuration.SaveNotMappedForOutputResolutions.Contains(outputResolution))
|
|
mapLogic.CopyNotMappedFaces(_Configuration.RangeFaceAreaPermilleTolerance, dFacesContentDirectory, idToNormalizedPixelPercentageToMapping);
|
|
(Dictionary<long, int> personKeyToCount, int totalNotMapped) = mapLogic.AddToMapping(mappingCollection);
|
|
if (_Configuration.SaveMappedForOutputResolutions.Contains(outputResolution))
|
|
mapLogic.SaveMapped(dFacesContentDirectory, d2FacePartsContentDirectory, mappingCollection, idToNormalizedPixelPercentageToMapping, personKeyToCount, totalNotMapped);
|
|
if (_Configuration.SaveShortcutsForOutputResolutions.Contains(outputResolution))
|
|
mapLogic.SaveShortcuts(a2PeopleSingletonDirectory, personContainers, filteredItems, mappingCollection, personKeyToCount);
|
|
if (_Configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions.Contains(outputResolution))
|
|
mapLogic.SaveResizedImagesByPersonKeyFormatted(_Configuration.JLinks, a2PeopleSingletonDirectory, personContainers, mappingCollection, personKeyToCount, totalNotMapped);
|
|
if (_Configuration.SaveFaceDistancesForOutputResolutions.Contains(outputResolution))
|
|
{
|
|
MapLogicSupport.SetFaceDistances(_AppSettings.MaxDegreeOfParallelism, ticks, distinctFilteredFaces);
|
|
sortingContainers = mapLogicSupport.SetFaceMappingSortingCollectionThenGetSortingContainers(_AppSettings.MaxDegreeOfParallelism, ticks, mapLogic, distinctFilteredFaces, useFiltersCounter);
|
|
if (!sortingContainers.Any())
|
|
{
|
|
for (useFiltersCounter = 1; useFiltersCounter < 17; useFiltersCounter++)
|
|
{
|
|
sortingContainers = mapLogicSupport.SetFaceMappingSortingCollectionThenGetSortingContainers(_AppSettings.MaxDegreeOfParallelism, ticks, mapLogic, distinctFilteredFaces, useFiltersCounter);
|
|
if (sortingContainers.Any())
|
|
break;
|
|
}
|
|
}
|
|
MapLogicSupport.SaveFaceDistances(_Configuration.PropertyConfiguration, sortingContainers);
|
|
if (totalNotMapped > 0)
|
|
mapLogic.UpdateFromSortingContainersThenSaveContainers(dFacesContentDirectory, d2FacePartsContentDirectory, mappingCollection, idToNormalizedPixelPercentageToMapping, useFiltersCounter, sortingContainers, totalNotMapped);
|
|
}
|
|
if (_Configuration.SaveNotMappedForOutputResolutions.Contains(outputResolution))
|
|
mapLogic.SaveNotMappedTicks();
|
|
}
|
|
|
|
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<byte[]> 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 List<MappingFromItem> GetMappingFromItemCollection(Container[] containers)
|
|
{
|
|
List<MappingFromItem> results = new();
|
|
Item[] filteredItems;
|
|
MappingFromItem mappingFromItem;
|
|
foreach (Container container in containers)
|
|
{
|
|
if (!container.Items.Any())
|
|
continue;
|
|
if (_Configuration.IgnoreRelativePaths.Any(l => container.SourceDirectory.Contains(l)) && IsIgnoreRelativePath(container.SourceDirectory))
|
|
continue;
|
|
filteredItems = GetFilterItems(container);
|
|
if (!filteredItems.Any())
|
|
continue;
|
|
foreach (Item item in filteredItems)
|
|
{
|
|
if (item.Property?.Id is null)
|
|
continue;
|
|
mappingFromItem = Shared.Models.Stateless.Methods.IMappingFromItem.GetMappingFromItem(item);
|
|
results.Add(mappingFromItem);
|
|
}
|
|
}
|
|
return results;
|
|
}
|
|
|
|
private void Search(long ticks, string argZero, string propertyRoot, PersonContainer[] personContainers)
|
|
{
|
|
int j;
|
|
int f;
|
|
int t;
|
|
Container[] containers;
|
|
string? a2PeopleContentDirectory;
|
|
string aResultsFullGroupDirectory;
|
|
string bResultsFullGroupDirectory;
|
|
string cResultsFullGroupDirectory;
|
|
string dResultsFullGroupDirectory;
|
|
string? eDistanceContentDirectory;
|
|
string a2PeopleSingletonDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(A2_People), "{}");
|
|
string d2FacePartsContentDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(D2_FaceParts), "()");
|
|
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);
|
|
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, propertyLogic);
|
|
}
|
|
Container? container = AreAllSameEndsWith(argZero, containers);
|
|
if (!_ArgZeroIsConfigurationRootDirectory || container is null)
|
|
{
|
|
a2PeopleContentDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(A2_People), "([])");
|
|
eDistanceContentDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(_Configuration.PropertyConfiguration, nameof(E_Distance), "()");
|
|
}
|
|
else
|
|
{
|
|
a2PeopleContentDirectory = null;
|
|
eDistanceContentDirectory = 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);
|
|
}
|
|
Dictionary<int, List<(string, int)>> idToMappedFaceFilesCollection = Map.Models.Stateless.Methods.IMapLogic.DeleteEmptyDirectoriesAndGetMappedFaceFiles(_MapConfiguration, ticks, a2PeopleContentDirectory, eDistanceContentDirectory, personContainers);
|
|
FullDoWork(argZero, propertyRoot, ticks, propertyLogic, t, containers, eDistanceContentDirectory, idToMappedFaceFilesCollection);
|
|
_Distance.Clear();
|
|
foreach (string outputResolution in _Configuration.OutputResolutions)
|
|
{
|
|
if (_PropertyRootExistedBefore || container is not null)
|
|
break;
|
|
(aResultsFullGroupDirectory, bResultsFullGroupDirectory, cResultsFullGroupDirectory, dResultsFullGroupDirectory) = GetResultsFullGroupDirectories(outputResolution);
|
|
if (_Configuration.SaveResizedImagesByPersonKeyFormattedForOutputResolutions.Contains(outputResolution))
|
|
MapLogicSupport.BeforeSaveResizedImagesByPersonKeyFormatted(_Configuration.JLinks, a2PeopleSingletonDirectory);
|
|
if (_ArgZeroIsConfigurationRootDirectory
|
|
&& _Configuration.SaveResizedSubfiles
|
|
&& outputResolution == _Configuration.OutputResolutions[0]
|
|
&& _Configuration.LoadOrCreateThenSaveDistanceResultsForOutputResolutions.Contains(outputResolution)
|
|
&& _Exceptions.Count == 0
|
|
&& !string.IsNullOrEmpty(eDistanceContentDirectory))
|
|
{
|
|
if (!_Configuration.LoadOrCreateThenSaveImageFacesResultsForOutputResolutions.Any())
|
|
break;
|
|
MapLogic(argZero, ticks, personContainers, containers, a2PeopleSingletonDirectory, dResultsFullGroupDirectory, d2FacePartsContentDirectory, eDistanceContentDirectory, outputResolution);
|
|
if (_IsEnvironment.Development)
|
|
continue;
|
|
List<MappingFromItem> mappingFromItemCollection = GetMappingFromItemCollection(containers);
|
|
_Random.Random(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], mappingFromItemCollection);
|
|
G2_Identify identify = new(_Configuration);
|
|
List<G2_Identify> identifiedCollection = identify.GetIdentifiedCollection(_IsEnvironment, _Configuration.PropertyConfiguration, _Faces.FileNameExtension);
|
|
identify.WriteAllText(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0], identifiedCollection);
|
|
if (_Configuration.LoadOrCreateThenSaveIndex)
|
|
_Index.SetIndex(_Configuration.PropertyConfiguration, _Configuration.OutputResolutions[0]);
|
|
}
|
|
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() => _Rename.RenameQueue(_Configuration.PropertyConfiguration);
|
|
|
|
} |