using Microsoft.Extensions.Configuration; using Microsoft.VisualStudio.TestTools.UnitTesting; using Phares.Shared; using System.Diagnostics; using System.Drawing.Imaging; using System.Reflection; using System.Text.Json; using View_by_Distance.FaceRecognitionDotNet; using View_by_Distance.Metadata.Models; using View_by_Distance.Property.Models; using View_by_Distance.Resize.Models; using View_by_Distance.Shared.Models; using View_by_Distance.Shared.Models.Stateless; using View_by_Distance.Shared.Models.Stateless.Methods; using View_by_Distance.Tests.Models; namespace View_by_Distance.Tests; [TestClass] public class UnitTestFace { private readonly AppSettings _AppSettings; private readonly string _WorkingDirectory; private readonly IsEnvironment _IsEnvironment; private readonly Models.Configuration _Configuration; private readonly IConfigurationRoot _ConfigurationRoot; private readonly Property.Models.Configuration _PropertyConfiguration; public UnitTestFace() { AppSettings appSettings; string workingDirectory; IsEnvironment isEnvironment; Models.Configuration configuration; IConfigurationRoot configurationRoot; Property.Models.Configuration propertyConfiguration; Assembly assembly = Assembly.GetExecutingAssembly(); bool debuggerWasAttachedAtLineZero = Debugger.IsAttached || assembly.Location.Contains(@"\bin\Debug"); isEnvironment = new(processesCount: null, nullASPNetCoreEnvironmentIsDevelopment: debuggerWasAttachedAtLineZero, nullASPNetCoreEnvironmentIsProduction: !debuggerWasAttachedAtLineZero); IConfigurationBuilder configurationBuilder = new ConfigurationBuilder() .AddEnvironmentVariables() .AddUserSecrets(); configurationRoot = configurationBuilder.Build(); appSettings = Models.Binder.AppSettings.Get(configurationRoot); if (string.IsNullOrEmpty(appSettings.WorkingDirectoryName)) throw new Exception("Working directory name must have a value!"); workingDirectory = IWorkingDirectory.GetWorkingDirectory(assembly.GetName().Name, appSettings.WorkingDirectoryName); Environment.SetEnvironmentVariable(nameof(workingDirectory), workingDirectory); propertyConfiguration = Property.Models.Binder.Configuration.Get(isEnvironment, configurationRoot); configuration = Models.Binder.Configuration.Get(isEnvironment, configurationRoot, propertyConfiguration); Property.Models.Configuration.Verify(propertyConfiguration, requireExist: false); _AppSettings = appSettings; _Configuration = configuration; _IsEnvironment = isEnvironment; _WorkingDirectory = workingDirectory; _ConfigurationRoot = configurationRoot; _PropertyConfiguration = propertyConfiguration; } private static void NonThrowTryCatch() { try { throw new Exception(); } catch (Exception) { } } [TestMethod] public void TestConfiguration() { if (_Configuration.LocationDigits != Shared.Models.Stateless.ILocation.Digits) throw new Exception("Configuration has to match interface!"); if (_Configuration.LocationFactor != Shared.Models.Stateless.ILocation.Factor) throw new Exception("Configuration has to match interface!"); NonThrowTryCatch(); } [TestMethod] public void TestMethodNull() { Assert.IsFalse(_AppSettings is null); Assert.IsFalse(_Configuration is null); Assert.IsFalse(_IsEnvironment is null); Assert.IsFalse(_WorkingDirectory is null); Assert.IsFalse(_ConfigurationRoot is null); Assert.IsFalse(_PropertyConfiguration is null); NonThrowTryCatch(); } private A_Property GetPropertyLogic(bool reverse, string aResultsFullGroupDirectory) { A_Property result; if (_Configuration?.PropertyConfiguration is null) throw new NullReferenceException(nameof(_PropertyConfiguration)); result = new(_AppSettings.MaxDegreeOfParallelism, _PropertyConfiguration, _Configuration.OutputExtension, reverse, aResultsFullGroupDirectory); return result; } private static (Model model, PredictorModel predictorModel, ModelParameter modelParameter) GetModel(Models.Configuration configuration) { (Model, PredictorModel, ModelParameter) result; Array array; Model? model = null; PredictorModel? predictorModel = null; array = Enum.GetValues(typeof(Model)); foreach (Model check in array) { if (configuration.ModelName.Contains(check.ToString())) { model = check; break; } } if (model is null) throw new Exception("Destination directory must have Model name!"); model = model.Value; array = Enum.GetValues(typeof(PredictorModel)); foreach (PredictorModel check in array) { if (configuration.PredictorModelName.Contains(check.ToString())) { predictorModel = check; break; } } if (predictorModel is null) throw new Exception("Destination directory must have Predictor Model name!"); predictorModel = predictorModel.Value; ModelParameter modelParameter = new() { CnnFaceDetectorModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "mmod_human_face_detector.dat")), FaceRecognitionModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "dlib_face_recognition_resnet_model_v1.dat")), PosePredictor5FaceLandmarksModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "shape_predictor_5_face_landmarks.dat")), PosePredictor68FaceLandmarksModel = File.ReadAllBytes(Path.Combine(configuration.ModelDirectory, "shape_predictor_68_face_landmarks.dat")) }; result = new(model.Value, predictorModel.Value, modelParameter); return result; } [TestMethod] public void TestMethodRoundB() { const int DistanceDigits = 3; const int DistanceFactor = 1000; const int ToleranceAfterFactor = 600; Assert.IsTrue(DistanceDigits == 3); Assert.IsTrue(DistanceFactor == 1000); Assert.IsTrue(_Configuration.RangeDistanceTolerance[1] == 0.6f); Assert.IsTrue(ToleranceAfterFactor == 600); double valueA = 0.00001d; int checkA = (int)(Math.Round(valueA, _Configuration.LocationDigits) * _Configuration.LocationFactor); Assert.IsTrue(checkA == 0); double valueB = 0.01d; int checkB = (int)(Math.Round(valueB, _Configuration.LocationDigits) * _Configuration.LocationFactor); Assert.IsTrue(checkB == 100); Assert.IsTrue(checkB > checkA); int checkC = (int)(_Configuration.RangeDistanceTolerance[1] * DistanceFactor); Assert.IsTrue(checkC == ToleranceAfterFactor); NonThrowTryCatch(); } private (string, string) GetResultsFullGroupDirectories() { string aResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory( _PropertyConfiguration, nameof(A_Property), string.Empty, includeResizeGroup: false, includeModel: false, includePredictorModel: false); string bResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory( _PropertyConfiguration, nameof(B_Metadata), string.Empty, includeResizeGroup: false, includeModel: false, includePredictorModel: false); return new(aResultsFullGroupDirectory, bResultsFullGroupDirectory); } private (string, string, string) GetResultsFullGroupDirectories(string outputResolution) { string cResultsFullGroupDirectory = Property.Models.Stateless.IResult.GetResultsFullGroupDirectory( _PropertyConfiguration, nameof(C_Resize), outputResolution, includeResizeGroup: true, includeModel: false, includePredictorModel: false); string dResultsFullGroupDirectory = string.Empty; string d2ResultsFullGroupDirectory = string.Empty; return new(cResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory); } [TestMethod] public void TestMethodFace() { if (_PropertyConfiguration.NumberOfJitters is null) throw new NullReferenceException(nameof(_PropertyConfiguration.NumberOfJitters)); if (_PropertyConfiguration.NumberOfTimesToUpsample is null) throw new NullReferenceException(nameof(_PropertyConfiguration.NumberOfTimesToUpsample)); string sourceFileName = "100000507001158650387.jpg"; string sourceDirectoryName = "Facebook/2023.2 Summer Facebook"; Item item; bool reverse = false; FileHolder resizedFileHolder; List parseExceptions = []; Shared.Models.Property? property = null; const bool isValidImageFormatExtension = true; List> subFileTuples = []; int length = _PropertyConfiguration.RootDirectory.Length; string[] changesFrom = [nameof(A_Property)]; string outputResolution = _Configuration.OutputResolutions[0]; bool outputResolutionHasNumber = outputResolution.Any(char.IsNumber); (string cResultsFullGroupDirectory, _, _) = GetResultsFullGroupDirectories(outputResolution); (string aResultsFullGroupDirectory, string bResultsFullGroupDirectory) = GetResultsFullGroupDirectories(); Shared.Models.Methods.IBlurHasher blurHasher = new BlurHash.Models.C2_BlurHasher(_PropertyConfiguration); A_Property propertyLogic = GetPropertyLogic(reverse, aResultsFullGroupDirectory); string aPropertySingletonDirectory = Path.Combine(aResultsFullGroupDirectory, "{}"); if (!Directory.Exists(aPropertySingletonDirectory)) _ = Directory.CreateDirectory(aPropertySingletonDirectory); (ImageCodecInfo imageCodecInfo, EncoderParameters encoderParameters, string filenameExtension) = C_Resize.GetTuple(_Configuration.OutputExtension, _Configuration.OutputQuality); B_Metadata metadata = new(_PropertyConfiguration, _Configuration.ForceMetadataLastWriteTimeToCreationTime, _Configuration.PropertiesChangedForMetadata, bResultsFullGroupDirectory); _ = metadata.ToString(); C_Resize resize = new(_PropertyConfiguration, _Configuration.ForceResizeLastWriteTimeToCreationTime, _Configuration.OverrideForResizeImages, _Configuration.PropertiesChangedForResize, _Configuration.ValidResolutions, imageCodecInfo, encoderParameters, filenameExtension); _ = resize.ToString(); bool isUniqueFileName = false; bool? isNotUniqueAndNeedsReview = null; FileHolder sourceDirectoryFileHolder = IFileHolder.Get(".json"); string sourceDirectory = Path.GetFullPath(Path.Combine(_PropertyConfiguration.RootDirectory, sourceDirectoryName)); FileHolder fileHolder = IFileHolder.Get(Path.Combine(sourceDirectory, sourceFileName)); FilePath filePath = FilePath.Get(_PropertyConfiguration, fileHolder, index: null); Assert.IsNotNull(filePath.Id); string relativePath = IPath.GetRelativePath(fileHolder.FullName, length); string propertyLogicSourceDirectory = Path.GetFullPath(Path.Combine(aPropertySingletonDirectory, sourceDirectoryName)); propertyLogic.SetAngleBracketCollection(aResultsFullGroupDirectory, propertyLogicSourceDirectory); if (outputResolutionHasNumber) resize.SetAngleBracketCollection(cResultsFullGroupDirectory, sourceDirectory); resize.Update(cResultsFullGroupDirectory); blurHasher.Update(cResultsFullGroupDirectory); item = new(filePath, sourceDirectoryFileHolder, relativePath, fileHolder, isNotUniqueAndNeedsReview, isUniqueFileName, isValidImageFormatExtension, property, false, false, false); Assert.IsNotNull(item.ImageFileHolder); if (item.Property is null) { property = propertyLogic.GetProperty(metadata, item, subFileTuples, parseExceptions); item.Update(property); } if (property is null || item.Property is null) throw new NullReferenceException(nameof(property)); resizedFileHolder = resize.GetResizedFileHolder(cResultsFullGroupDirectory, item, outputResolutionHasNumber, filePath.Id.Value); item.SetResizedFileHolder(resize.FileNameExtension, resizedFileHolder); MappingFromItem mappingFromItem = IMappingFromItem.GetMappingFromItem(item); Dictionary outputResolutionToResize = resize.GetResizeKeyValuePairs(_PropertyConfiguration, cResultsFullGroupDirectory, item.FilePath, subFileTuples, parseExceptions, item.Property, mappingFromItem); Assert.IsNotNull(mappingFromItem.ResizedFileHolder); resize.SaveResizedSubfile(_PropertyConfiguration, outputResolution, cResultsFullGroupDirectory, subFileTuples, item, item.Property, mappingFromItem, outputResolutionToResize); string blurHash = blurHasher.Encode(resizedFileHolder); Assert.IsNotNull(blurHash); ExifDirectory exifDirectory = metadata.GetMetadataCollection(item.FilePath, subFileTuples, parseExceptions, changesFrom, mappingFromItem); string json = JsonSerializer.Serialize(exifDirectory, ExifDirectoryBaseSourceGenerationContext.Default.ExifDirectoryBase); File.WriteAllText("../../../.json", json); Image image = FaceRecognition.LoadImageFile(mappingFromItem.ResizedFileHolder.FullName); Assert.IsNotNull(image); (Model model, PredictorModel predictorModel, ModelParameter modelParameter) = GetModel(_Configuration); FaceRecognition faceRecognition = new(_PropertyConfiguration.NumberOfJitters.Value, _PropertyConfiguration.NumberOfTimesToUpsample.Value, model, modelParameter, predictorModel); List<(Location Location, FaceRecognitionDotNet.FaceEncoding? FaceEncoding, Dictionary? FaceParts)> collection; collection = faceRecognition.GetCollection(image, locations: [], includeFaceEncoding: true, includeFaceParts: true); Assert.IsTrue(collection.Count == 2); List faceDistanceEncodings = (from l in collection where l.FaceEncoding is not null select new FaceDistance(l.FaceEncoding)).ToList(); List faceDistanceLengths = FaceRecognition.FaceDistances(new(faceDistanceEncodings), faceDistanceEncodings[0]); Assert.IsTrue(faceDistanceLengths.Count == 2); Assert.IsNotNull(sourceFileName); NonThrowTryCatch(); } }