E Distance split to Map Logic Support
This commit is contained in:
300
Distance/Models/MapLogicSupport.cs
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300
Distance/Models/MapLogicSupport.cs
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using ShellProgressBar;
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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.Map.Models;
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using View_by_Distance.Shared.Models;
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using View_by_Distance.Shared.Models.Properties;
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namespace View_by_Distance.Distance.Models;
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public class MapLogicSupport : Shared.Models.Methods.IMapLogicSupport
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{
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private readonly int _FaceDistancePermyriad;
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private readonly int _SortingDaysDeltaTolerance;
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private readonly double _FaceDistanceMinimumConfidence;
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private readonly int _FaceDistanceAreaPermilleTolerance;
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private readonly int _SortingMaximumPerFaceShouldBeHigh;
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public MapLogicSupport(int faceDistanceAreaPermilleTolerance, double faceDistanceMinimumConfidence, int faceDistancePermyriad, int sortingDaysDeltaTolerance, int sortingMaximumPerFaceShouldBeHigh)
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{
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_FaceDistancePermyriad = faceDistancePermyriad;
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_SortingDaysDeltaTolerance = sortingDaysDeltaTolerance;
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_FaceDistanceMinimumConfidence = faceDistanceMinimumConfidence;
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_FaceDistanceAreaPermilleTolerance = faceDistanceAreaPermilleTolerance;
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_SortingMaximumPerFaceShouldBeHigh = sortingMaximumPerFaceShouldBeHigh;
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}
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public static void SaveFaceDistances(Property.Models.Configuration configuration, SortingContainer[] sortingContainers)
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{
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string eDistanceContentCollectionDirectory = Property.Models.Stateless.IResult.GetResultsDateGroupDirectory(configuration, nameof(E_Distance), "([])");
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if (!Directory.Exists(eDistanceContentCollectionDirectory))
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_ = Directory.CreateDirectory(eDistanceContentCollectionDirectory);
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#pragma warning disable
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string[] results = (from l in sortingContainers select l.ToString()).ToArray();
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#pragma warning restore
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string eDistanceContentFileName = Path.Combine(eDistanceContentCollectionDirectory, $"{configuration.ResultAllInOne}.tvs");
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File.WriteAllLines(eDistanceContentFileName, results);
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}
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private List<SortingContainer> GetSortingContainers(Face face, FaceDistance faceDistanceEncoding, List<Sorting> sortingCollection, int? useFiltersCounter)
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{
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List<SortingContainer> results = new();
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SortingContainer sortingContainer;
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Sorting[] collection = Shared.Models.Stateless.Methods.ISorting.Sort(sortingCollection);
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double faceDistancePermyriad;
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double sortingDaysDeltaTolerance;
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double faceDistanceMinimumConfidence;
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double faceDistanceAreaPermilleTolerance;
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if (useFiltersCounter is null)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance;
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faceDistancePermyriad = _FaceDistancePermyriad;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence;
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}
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else if (useFiltersCounter.Value == 1)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance * 1.5;
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faceDistancePermyriad = _FaceDistancePermyriad;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence;
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}
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else if (useFiltersCounter.Value == 2)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance;
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faceDistancePermyriad = _FaceDistancePermyriad * 1.5;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence;
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}
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else if (useFiltersCounter.Value == 3)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance;
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faceDistancePermyriad = _FaceDistancePermyriad;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence * .5;
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}
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else if (useFiltersCounter.Value == 4)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance * 2;
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faceDistancePermyriad = _FaceDistancePermyriad * 1.5;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence * .5;
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}
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else if (useFiltersCounter.Value == 5)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance * 1.5;
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faceDistancePermyriad = _FaceDistancePermyriad * 2;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence * .5;
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}
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else if (useFiltersCounter.Value == 6)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance * 1.5;
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faceDistancePermyriad = _FaceDistancePermyriad * 1.5;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence * .25;
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}
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else if (useFiltersCounter.Value == 7)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance * 2.5;
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faceDistancePermyriad = _FaceDistancePermyriad * 2;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence * .25;
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}
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else if (useFiltersCounter.Value == 8)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance * 2;
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faceDistancePermyriad = _FaceDistancePermyriad * 2.5;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = _FaceDistanceMinimumConfidence * .25;
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}
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else if (useFiltersCounter.Value == 9)
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{
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sortingDaysDeltaTolerance = _SortingDaysDeltaTolerance * 2;
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faceDistancePermyriad = _FaceDistancePermyriad * 2;
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faceDistanceAreaPermilleTolerance = _FaceDistanceAreaPermilleTolerance;
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faceDistanceMinimumConfidence = 0;
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}
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else
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{
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sortingDaysDeltaTolerance = int.MaxValue;
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faceDistancePermyriad = int.MaxValue;
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faceDistanceAreaPermilleTolerance = 0;
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faceDistanceMinimumConfidence = 0;
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}
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foreach (Sorting sorting in collection)
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{
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if (face.Mapping is null || faceDistanceEncoding.NormalizedPixelPercentage is null)
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throw new NotSupportedException();
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if (sorting.DaysDelta > sortingDaysDeltaTolerance || sorting.DistancePermyriad > faceDistancePermyriad || face.Mapping.MappingFromLocation.Confidence < faceDistanceMinimumConfidence || face.Mapping.MappingFromLocation.AreaPermille < faceDistanceAreaPermilleTolerance)
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continue;
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sortingContainer = new(face.Mapping, sorting);
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results.Add(sortingContainer);
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if (results.Count >= _SortingMaximumPerFaceShouldBeHigh)
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break;
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}
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return results;
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}
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private static List<Sorting> GetSortingCollection(MapLogic mapLogic, List<FaceDistance> faceDistanceEncodings, int faceDistanceContainersLength, int i, FaceDistance faceDistanceEncoding)
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{
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List<Sorting> results;
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List<FaceDistance> faceDistanceLengths = FaceRecognition.FaceDistances(faceDistanceEncodings, faceDistanceEncoding);
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if (faceDistanceLengths.Count != faceDistanceContainersLength)
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throw new NotSupportedException();
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results = mapLogic.GetSortingCollection(i, faceDistanceEncoding, faceDistanceLengths);
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return results;
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}
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private static FaceDistanceContainer[] GetFaceDistanceContainers(Face[] distinctFilteredFaces)
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{
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FaceDistanceContainer[] results;
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FaceDistance faceDistance;
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FaceDistanceContainer faceDistanceContainer;
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List<FaceDistanceContainer> collection = new();
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foreach (Face face in distinctFilteredFaces)
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{
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if (face.Mapping is null)
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throw new NotSupportedException();
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if (face.FaceDistance?.Encoding is not FaceRecognitionDotNet.FaceEncoding faceEncoding)
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continue;
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faceDistance = new(face.Mapping.MappingFromLocation.Confidence, faceEncoding, face.Mapping.MappingFromItem.Id, face.Mapping.MappingFromItem.IsWrongYear, face.Mapping.MappingFromItem.MinimumDateTime, face.Mapping.MappingFromLocation.NormalizedPixelPercentage);
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faceDistanceContainer = new(face, faceDistance);
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collection.Add(faceDistanceContainer);
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}
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results = collection.ToArray();
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return results;
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}
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private static List<FaceDistance> GetFaceDistanceEncodings(FaceDistanceContainer[] faceDistanceContainers)
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{
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List<FaceDistance> faceDistanceEncodings = new();
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foreach (FaceDistanceContainer faceDistanceContainer in faceDistanceContainers)
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{
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if (faceDistanceContainer.FaceDistance.Encoding is null)
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continue;
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faceDistanceEncodings.Add(faceDistanceContainer.FaceDistance);
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}
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return faceDistanceEncodings;
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}
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public SortingContainer[] SetFaceMappingSortingCollectionThenGetSortingContainers(int maxDegreeOfParallelism, long ticks, MapLogic mapLogic, Face[] distinctFilteredFaces, int? useFiltersCounter)
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{
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SortingContainer[] results;
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List<SortingContainer> collection = new();
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int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
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ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
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FaceDistanceContainer[] faceDistanceContainers = GetFaceDistanceContainers(distinctFilteredFaces);
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List<FaceDistance> faceDistanceEncodings = GetFaceDistanceEncodings(faceDistanceContainers);
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string message = $") {faceDistanceContainers.Length:000} Get Sorting Containers Then Set Face Mapping Sorting 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(faceDistanceContainers.Length, message, options);
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_ = Parallel.For(0, faceDistanceContainers.Length, parallelOptions, (i, state) =>
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{
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progressBar.Tick();
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Face face = faceDistanceContainers[i].Face;
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if (face.Mapping is null)
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throw new NotSupportedException();
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FaceDistance faceDistanceEncoding = faceDistanceContainers[i].FaceDistance;
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if (mapLogic.Used(faceDistanceEncoding))
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return;
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List<Sorting> sortingCollection = GetSortingCollection(mapLogic, faceDistanceEncodings, faceDistanceContainers.Length, i, faceDistanceEncoding);
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if (!sortingCollection.Any())
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return;
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List<SortingContainer> sortingContainers = GetSortingContainers(face, faceDistanceEncoding, sortingCollection, useFiltersCounter);
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if (sortingContainers.Any())
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{
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lock (collection)
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collection.AddRange(sortingContainers);
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}
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});
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if (!collection.Any())
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results = Array.Empty<SortingContainer>();
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else
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results = Shared.Models.Stateless.Methods.ISortingContainer.Sort(collection);
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return results;
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}
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public static Mapping[] GetSelectedMappingCollection(Face[] distinctFilteredFaces)
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{
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Mapping[] results;
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IEnumerable<Mapping> collection = from l in distinctFilteredFaces orderby l.Mapping?.MappingFromItem.MinimumDateTime descending select l.Mapping;
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results = (from l in collection where l is not null select l).ToArray();
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return results;
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}
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public static void SetFaceDistances(int maxDegreeOfParallelism, long ticks, Face[] distinctFilteredFaces)
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{
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int totalSeconds = (int)Math.Floor(new TimeSpan(DateTime.Now.Ticks - ticks).TotalSeconds);
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ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
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string message = $") {distinctFilteredFaces.Length:000} Load Face Encoding - {totalSeconds} total second(s)";
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ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
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using ProgressBar progressBar = new(distinctFilteredFaces.Length, message, options);
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_ = Parallel.For(0, distinctFilteredFaces.Length, parallelOptions, (i, state) =>
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{
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Face face = distinctFilteredFaces[i];
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if (face.FaceEncoding is null || face.Mapping is null)
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throw new NotSupportedException();
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if (face.FaceDistance?.Encoding is not null && face.FaceDistance.Encoding is FaceRecognitionDotNet.FaceEncoding faceEncoding)
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return;
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progressBar.Tick();
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faceEncoding = FaceRecognition.LoadFaceEncoding(face.FaceEncoding.RawEncoding);
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FaceDistance faceDistance = new(face.Mapping.MappingFromLocation.Confidence, faceEncoding, face.Mapping.MappingFromItem.Id, face.Mapping.MappingFromItem.IsWrongYear, face.Mapping.MappingFromItem.MinimumDateTime, face.Mapping.MappingFromLocation.NormalizedPixelPercentage);
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lock (face)
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face.SetFaceDistance(faceDistance);
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});
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}
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void Shared.Models.Methods.IMapLogicSupport.SavePossiblyNewPersonContainers(IPropertyConfiguration propertyConfiguration, string personBirthdayFormat, string facesFileNameExtension, string? a2PeopleSingletonDirectory, Dictionary<long, PersonContainer> personKeyToPersonContainer, List<(string[], PersonContainer)> possiblyNewPersonDisplayDirectoryNamesAndPersonContainer)
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{
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char @char;
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string json;
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string[] files;
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string checkFile;
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string[] segments;
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const int zero = 0;
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string personKeyFormatted;
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string personDisplayDirectory;
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PersonBirthday personBirthday;
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string personDisplayDirectoryName;
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string checkPersonDisplayDirectory;
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string checkPersonKeyFormattedDirectory;
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char[] chars = Shared.Models.Stateless.Methods.IAge.GetChars();
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JsonSerializerOptions jsonSerializerOptions = new() { WriteIndented = true };
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foreach ((string[] personDisplayDirectoryNames, PersonContainer personContainer) in possiblyNewPersonDisplayDirectoryNamesAndPersonContainer)
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{
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if (a2PeopleSingletonDirectory is null || personContainer.Key is null || personContainer.Birthdays is null || !personContainer.Birthdays.Any())
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continue;
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personBirthday = personContainer.Birthdays[zero];
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personDisplayDirectoryName = personDisplayDirectoryNames[^1];
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personDisplayDirectory = Path.Combine(personDisplayDirectoryNames);
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personKeyFormatted = Shared.Models.Stateless.Methods.IPersonBirthday.GetFormatted(personBirthdayFormat, personBirthday);
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segments = personDisplayDirectoryName.Split(chars);
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if (segments.Length != 2)
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@char = '_';
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else
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@char = personDisplayDirectoryName[segments[zero].Length];
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checkPersonDisplayDirectory = Path.Combine(a2PeopleSingletonDirectory, @char.ToString(), personDisplayDirectoryName);
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checkPersonKeyFormattedDirectory = Path.Combine(checkPersonDisplayDirectory, personKeyFormatted);
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if (Directory.Exists(checkPersonKeyFormattedDirectory))
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continue;
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_ = Directory.CreateDirectory(checkPersonKeyFormattedDirectory);
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checkFile = Path.Combine(checkPersonKeyFormattedDirectory, $"{personKeyFormatted}.json");
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json = JsonSerializer.Serialize(personContainer.Person, jsonSerializerOptions);
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_ = Shared.Models.Stateless.Methods.IPath.WriteAllText(checkFile, json, updateDateWhenMatches: false, compareBeforeWrite: true);
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if (!Directory.Exists(personDisplayDirectory))
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continue;
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files = Directory.GetFiles(personDisplayDirectory, $"*{facesFileNameExtension}", SearchOption.TopDirectoryOnly);
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foreach (string file in files)
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{
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checkFile = Path.Combine(checkPersonDisplayDirectory, Path.GetFileName(file));
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if (File.Exists(checkFile))
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continue;
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File.Copy(files[0], checkFile);
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break;
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}
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}
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}
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}
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