Can-remap
This commit is contained in:
@ -338,7 +338,7 @@ public partial class DlibDotNet
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}
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_Distance.Clear();
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ReadOnlyCollection<Shared.Models.Face> distinctFilteredFaces = Map.Models.Stateless.Methods.IMapLogic.GetFaces(distinctFilteredItems);
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ReadOnlyCollection<Mapping> distinctFilteredMappingCollection = SetCreationTimeAndGetMappings(_Configuration.PropertyConfiguration, eDistanceContentDirectory, containers, mapLogic, distinctItems: true);
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ReadOnlyCollection<Mapping> distinctFilteredMappingCollection = GetMappings(_Configuration.PropertyConfiguration, eDistanceContentDirectory, containers, mapLogic, distinctItems: true);
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if (runToDoCollectionFirst)
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{
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string json = JsonSerializer.Serialize(distinctFilteredMappingCollection);
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@ -556,7 +556,7 @@ public partial class DlibDotNet
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}
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}
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private ReadOnlyCollection<Mapping> SetCreationTimeAndGetMappings(Property.Models.Configuration propertyConfiguration, string eDistanceContentDirectory, Container[] containers, MapLogic mapLogic, bool distinctItems)
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private ReadOnlyCollection<Mapping> GetMappings(Property.Models.Configuration propertyConfiguration, string eDistanceContentDirectory, Container[] containers, MapLogic mapLogic, bool distinctItems)
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{
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ReadOnlyCollection<Mapping> results;
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int count = 0;
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@ -570,7 +570,6 @@ public partial class DlibDotNet
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IEnumerable<Item> filteredItems;
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MappingFromItem mappingFromItem;
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List<Mapping> mappingCollection = new();
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ReadOnlyCollection<string>? locationContainersFiles = null;
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foreach (Container container in containers)
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{
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if (container.Items.Count == 0)
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@ -600,15 +599,10 @@ public partial class DlibDotNet
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continue;
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anyValidFaces = true;
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mappingCollection.Add(face.Mapping);
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if (face.Mapping.MappingFromPerson is null || face.Mapping.MappingFromPerson.LocationContainersFiles.Count == 0)
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continue;
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Map.Models.Stateless.Methods.IMapLogic.SetCreationTime(face.Mapping.MappingFromItem, face.Mapping.MappingFromPerson);
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if (_Configuration.MoveToDecade && _Configuration.LocationContainerDistanceTolerance is null)
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Map.Models.Stateless.Methods.IMapLogic.MoveToDecade(propertyConfiguration, face.Mapping.MappingFromItem, face.Mapping.MappingFromPerson);
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}
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if (!anyValidFaces)
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{
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(mapping, notMapped) = GetMapping(mapLogic, locationContainersFiles, item, isFocusRelativePath, mappingFromItem);
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(mapping, notMapped) = GetMappingAndUpdateMappingFromPerson(mapLogic, item, isFocusRelativePath, mappingFromItem);
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mappingCollection.Add(mapping);
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}
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}
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@ -728,7 +722,7 @@ public partial class DlibDotNet
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if (_Configuration.SaveMappedForOutputResolutions.Contains(outputResolution))
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mapLogic.SaveMapped(dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, personKeyToIds, distinctFilteredMappingCollection, idToWholePercentagesToMapping);
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if (_Configuration.SaveFaceDistancesForOutputResolutions.Contains(outputResolution))
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SaveFaceDistances(ticks, mapLogic, distinctFilteredFaces, distinctFilteredMappingCollection, dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, idToWholePercentagesToMapping);
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SaveFaceDistances(ticks, mapLogic, distinctFilteredFaces, dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, idToWholePercentagesToMapping);
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}
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private bool? GetIsFocusModel(Shared.Models.Property? property)
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@ -776,12 +770,11 @@ public partial class DlibDotNet
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return result;
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}
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private int GetNotMappedCountAndSetMapping(MapLogic mapLogic, Item item, bool? isFocusRelativePath, ReadOnlyCollection<LocationContainer<MetadataExtractor.Directory>> locationContainers, MappingFromItem mappingFromItem, List<MappingFromPhotoPrism>? mappingFromPhotoPrismCollection, List<Shared.Models.Face> faces)
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private int GetNotMappedCountAndUpdateMappingFromPersonThenSetMapping(MapLogic mapLogic, Item item, bool? isFocusRelativePath, ReadOnlyCollection<LocationContainer<MetadataExtractor.Directory>> locationContainers, MappingFromItem mappingFromItem, List<MappingFromPhotoPrism>? mappingFromPhotoPrismCollection, List<Shared.Models.Face> faces)
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{
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int result;
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double? α;
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int? eyeα;
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bool? isUsed;
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bool? canReMap;
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bool? eyeReview;
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Mapping mapping;
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@ -792,12 +785,10 @@ public partial class DlibDotNet
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bool? inSkipCollection;
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int wholePercentRectangle;
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string deterministicHashCodeKey;
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MappingFromFilter mappingFromFilter;
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MappingFromLocation? mappingFromLocation;
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MappingFromFilterPre mappingFromFilterPre;
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MappingFromFilterPost mappingFromFilterPost;
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bool? isFocusModel = GetIsFocusModel(item.Property);
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bool ignoreXMatches = _JLinkResolvedDirectories.Count > 0;
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long[] jLinkResolvedPersonKeys = _JLinkResolvedDirectories.Select(l => l.PersonKey).ToArray();
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ReadOnlyDictionary<int, ReadOnlyCollection<PersonContainer>>? wholePercentagesToPersonContainers;
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ReadOnlyCollection<string> locationContainersFiles = new((from l in locationContainers select l.File).ToArray());
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@ -807,13 +798,11 @@ public partial class DlibDotNet
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if (item.Property?.Id is null || face.FaceEncoding is null || face.Location is null || face.OutputResolution is null)
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{
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canReMap = null;
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isUsed = null;
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isFocusPerson = null;
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inSkipCollection = null;
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mappingFromLocation = null;
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mappingFromFilterPost = new(canReMap, inSkipCollection, isFocusPerson);
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mappingFromFilterPre = new(inSkipCollection, isFocusModel, isFocusRelativePath);
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mappingFromFilter = new(isFocusModel, isFocusPerson, isFocusRelativePath, inSkipCollection, isUsed);
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}
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else
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{
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@ -832,14 +821,11 @@ public partial class DlibDotNet
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inSkipCollection = mapLogic.InSkipCollection(item.Property.Id.Value, mappingFromLocation);
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mappingFromFilterPre = new(inSkipCollection, isFocusModel, isFocusRelativePath);
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canReMap = Map.Models.Stateless.Methods.IMapLogic.CanReMap(jLinkResolvedPersonKeys, wholePercentagesToPersonContainers, mappingFromLocation);
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isUsed = mapLogic.IsUsed(ignoreXMatches, item.Property.Id.Value, wholePercentagesToPersonContainers, mappingFromLocation);
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isFocusPerson = mapLogic.IsFocusPersonOld(_Configuration.SkipPersonWithMoreThen, _JLinkResolvedDirectories, wholePercentagesToPersonContainers, mappingFromLocation);
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mappingFromFilter = new(isFocusModel, isFocusPerson, isFocusRelativePath, inSkipCollection, isUsed);
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isFocusPerson = mapLogic.IsFocusPerson(_Configuration.SkipPersonWithMoreThen, jLinkResolvedPersonKeys, wholePercentagesToPersonContainers, mappingFromLocation);
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mappingFromFilterPost = new(canReMap, inSkipCollection, isFocusPerson);
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}
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mapping = new(mappingFromFilter, mappingFromFilterPost, mappingFromFilterPre, mappingFromItem, mappingFromLocation, mappingFromPhotoPrismCollection);
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notMapped += mapLogic.UpdateMappingFromPerson(locationContainersFiles, wholePercentagesToPersonContainers, mapping);
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mapping = new(mappingFromFilterPost, mappingFromFilterPre, mappingFromItem, mappingFromLocation, mappingFromPhotoPrismCollection);
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notMapped += mapLogic.UpdateMappingFromPerson(wholePercentagesToPersonContainers, mapping);
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face.SetMapping(mapping);
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}
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result = notMapped;
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@ -862,6 +848,8 @@ public partial class DlibDotNet
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configuration.PersonCharacters.ToArray(),
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configuration.RangeDaysDeltaTolerance,
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configuration.RangeDistanceTolerance,
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configuration.ReMap,
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configuration.SaveIndividually,
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configuration.SaveSortingWithoutPerson,
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configuration.SkipNotSkipDirectories,
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configuration.SortingMaximumPerKey,
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@ -872,10 +860,9 @@ public partial class DlibDotNet
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return result;
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}
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private (Mapping, int) GetMapping(MapLogic mapLogic, ReadOnlyCollection<string>? locationContainersFiles, Item item, bool? isFocusRelativePath, MappingFromItem mappingFromItem)
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private (Mapping, int) GetMappingAndUpdateMappingFromPerson(MapLogic mapLogic, Item item, bool? isFocusRelativePath, MappingFromItem mappingFromItem)
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{
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Mapping result;
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bool? isUsed;
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bool? canReMap;
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int? eyeα = null;
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bool? isFocusPerson;
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@ -885,24 +872,20 @@ public partial class DlibDotNet
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int faceAreaPermyriad = 0;
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int wholePercentRectangle;
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string deterministicHashCodeKey;
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MappingFromFilter mappingFromFilter;
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MappingFromLocation? mappingFromLocation;
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MappingFromFilterPre mappingFromFilterPre;
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MappingFromFilterPost mappingFromFilterPost;
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bool? isFocusModel = GetIsFocusModel(item.Property);
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bool ignoreXMatches = _JLinkResolvedDirectories.Count > 0;
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long[] jLinkResolvedPersonKeys = _JLinkResolvedDirectories.Select(l => l.PersonKey).ToArray();
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ReadOnlyDictionary<int, ReadOnlyCollection<PersonContainer>>? wholePercentagesToPersonContainers = mapLogic.GetWholePercentagesToPersonContainers(item.Property?.Id);
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if (item.Property?.Id is null)
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{
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isUsed = null;
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canReMap = null;
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isFocusPerson = null;
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inSkipCollection = null;
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mappingFromLocation = null;
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mappingFromFilterPost = new(canReMap, inSkipCollection, isFocusPerson);
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mappingFromFilterPre = new(inSkipCollection, isFocusModel, isFocusRelativePath);
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mappingFromFilter = new(isFocusModel, isFocusPerson, isFocusRelativePath, inSkipCollection, isUsed);
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}
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else
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{
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@ -912,14 +895,11 @@ public partial class DlibDotNet
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inSkipCollection = mapLogic.InSkipCollection(item.Property.Id.Value, mappingFromLocation);
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mappingFromFilterPre = new(inSkipCollection, isFocusModel, isFocusRelativePath);
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canReMap = Map.Models.Stateless.Methods.IMapLogic.CanReMap(jLinkResolvedPersonKeys, wholePercentagesToPersonContainers, mappingFromLocation);
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isUsed = mapLogic.IsUsed(ignoreXMatches, item.Property.Id.Value, wholePercentagesToPersonContainers, mappingFromLocation);
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isFocusPerson = mapLogic.IsFocusPersonOld(_Configuration.SkipPersonWithMoreThen, _JLinkResolvedDirectories, wholePercentagesToPersonContainers, mappingFromLocation);
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mappingFromFilter = new(isFocusModel, isFocusPerson, isFocusRelativePath, inSkipCollection, isUsed);
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isFocusPerson = mapLogic.IsFocusPerson(_Configuration.SkipPersonWithMoreThen, jLinkResolvedPersonKeys, wholePercentagesToPersonContainers, mappingFromLocation);
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mappingFromFilterPost = new(canReMap, inSkipCollection, isFocusPerson);
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}
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result = new(mappingFromFilter, mappingFromFilterPost, mappingFromFilterPre, mappingFromItem, mappingFromLocation, mappingFromPhotoPrismCollection: null);
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int notMapped = mapLogic.UpdateMappingFromPerson(locationContainersFiles, wholePercentagesToPersonContainers, result);
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result = new(mappingFromFilterPost, mappingFromFilterPre, mappingFromItem, mappingFromLocation, mappingFromPhotoPrismCollection: null);
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int notMapped = mapLogic.UpdateMappingFromPerson(wholePercentagesToPersonContainers, result);
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return (result, notMapped);
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}
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@ -998,6 +978,7 @@ public partial class DlibDotNet
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throw new NullReferenceException(nameof(property));
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item.SetResizedFileHolder(_Resize.FileNameExtension, resizedFileHolder);
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MappingFromItem mappingFromItem = IMappingFromItem.GetMappingFromItem(containerDateTimes, item, resizedFileHolder);
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Map.Models.Stateless.Methods.IMapLogic.SetCreationTimeMaybeMoveToDecade(_Configuration.PropertyConfiguration, _Configuration.MoveToDecade && _Configuration.LocationContainerDistanceTolerance is null, mappingFromItem, locationContainers);
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(int metadataGroups, metadataCollection) = metadata.GetMetadataCollection(subFileTuples, parseExceptions, changesFrom, mappingFromItem);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(B_Metadata.GetMetadataCollection));
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@ -1022,7 +1003,7 @@ public partial class DlibDotNet
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faces = _Faces.GetFaces(outputResolution, dResultsFullGroupDirectory, subFileTuples, parseExceptions, property, mappingFromItem, outputResolutionToResize, locationContainers, mappingFromPhotoPrismCollection);
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if (_AppSettings.MaxDegreeOfParallelism < 2)
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ticks = LogDelta(ticks, nameof(D_Face.GetFaces));
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result = GetNotMappedCountAndSetMapping(mapLogic, item, isFocusRelativePath, locationContainers, mappingFromItem, mappingFromPhotoPrismCollection, faces);
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result = GetNotMappedCountAndUpdateMappingFromPersonThenSetMapping(mapLogic, item, isFocusRelativePath, locationContainers, mappingFromItem, mappingFromPhotoPrismCollection, faces);
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List<(Shared.Models.Face, FileInfo?, string, bool Saved)> faceCollection = _Faces.SaveFaces(_FaceParts.FileNameExtension, dResultsFullGroupDirectory, subFileTuples, parseExceptions, mappingFromItem, faces);
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if (_Configuration.CopyFacesAndSaveFaceLandmarkForOutputResolutions.Contains(outputResolution))
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_FaceParts.CopyFacesAndSaveFaceLandmarkImage(facePartsCollectionDirectory, mappingFromItem, faceCollection);
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@ -1069,7 +1050,6 @@ public partial class DlibDotNet
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throw new NullReferenceException(nameof(_Log));
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int result = 0;
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int exceptionsCount = 0;
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bool ignoreXMatches = _JLinkResolvedDirectories.Count > 0;
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ParallelOptions parallelOptions = new() { MaxDegreeOfParallelism = maxDegreeOfParallelism };
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DateTime[] containerDateTimes = Shared.Models.Stateless.Methods.IContainer.GetContainerDateTimes(filteredItems);
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ProgressBarOptions options = new() { ProgressCharacter = '─', ProgressBarOnBottom = true, DisableBottomPercentage = true };
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@ -1164,49 +1144,53 @@ public partial class DlibDotNet
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return new(cResultsFullGroupDirectory, c2ResultsFullGroupDirectory, dResultsFullGroupDirectory, d2ResultsFullGroupDirectory);
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}
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private void SaveFaceDistances(long ticks, MapLogic mapLogic, ReadOnlyCollection<Mapping> mappingCollection, string dFacesContentDirectory, string d2FacePartsContentDirectory, string d2FacePartsContentCollectionDirectory, ReadOnlyDictionary<int, ReadOnlyDictionary<int, Mapping>> idToWholePercentagesToMapping, ReadOnlyCollection<FaceDistance> faceDistanceEncodings, ReadOnlyCollection<FaceDistanceContainer> faceDistanceContainers)
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private void SaveFaceDistances(long ticks, MapLogic mapLogic, string dFacesContentDirectory, string d2FacePartsContentDirectory, string d2FacePartsContentCollectionDirectory, ReadOnlyDictionary<int, ReadOnlyDictionary<int, Mapping>> idToWholePercentagesToMapping, ReadOnlyCollection<FaceDistance> faceDistanceEncodings, ReadOnlyCollection<FaceDistanceContainer> faceDistanceContainers)
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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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int? useFiltersCounter = null;
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DistanceLimits distanceLimits;
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SortingContainer[] sortingContainers;
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ReadOnlyCollection<SortingContainer> sortingContainers;
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FaceDistanceContainer[] filteredFaceDistanceContainers;
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long? skipOlderThan = _Configuration.SkipOlderThanDays is null ? null : new DateTime(ticks).AddDays(-_Configuration.SkipOlderThanDays.Value).Ticks;
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distanceLimits = new(_Configuration.FaceAreaPermyriad, _Configuration.FaceConfidencePercent, _Configuration.FaceDistancePermyriad, _Configuration.RangeDaysDeltaTolerance, _Configuration.RangeDistanceTolerance, _Configuration.RangeFaceAreaPermyriadTolerance, _Configuration.RangeFaceConfidence, _Configuration.SortingMaximumPerFaceShouldBeHigh);
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filteredFaceDistanceContainers = E_Distance.FilteredFaceDistanceContainers(mapLogic, faceDistanceContainers, skipOlderThan, distanceLimits);
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filteredFaceDistanceContainers = E_Distance.FilteredPostLoadFaceDistanceContainers(mapLogic, faceDistanceContainers, skipOlderThan, distanceLimits);
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if (filteredFaceDistanceContainers.Length == 0)
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_Log.Information("All images have been filtered!");
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else
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{
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sortingContainers = E_Distance.SetFaceMappingSortingCollectionThenGetSortingContainers(_AppSettings.MaxDegreeOfParallelism, _MapConfiguration, ticks, mapLogic, distanceLimits, faceDistanceEncodings, filteredFaceDistanceContainers);
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if (sortingContainers.Length == 0)
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sortingContainers = E_Distance.SetFaceMappingSortingCollectionThenGetSortedSortingContainers(_AppSettings.MaxDegreeOfParallelism, _MapConfiguration, ticks, mapLogic, distanceLimits, faceDistanceEncodings, filteredFaceDistanceContainers);
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if (sortingContainers.Count == 0)
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{
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for (useFiltersCounter = 1; useFiltersCounter < _Configuration.UseFilterTries; useFiltersCounter++)
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{
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distanceLimits = new(_Configuration.FaceAreaPermyriad, _Configuration.FaceConfidencePercent, _Configuration.FaceDistancePermyriad, _Configuration.RangeDaysDeltaTolerance, _Configuration.RangeDistanceTolerance, _Configuration.RangeFaceAreaPermyriadTolerance, _Configuration.RangeFaceConfidence, _Configuration.SortingMaximumPerFaceShouldBeHigh, useFiltersCounter);
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filteredFaceDistanceContainers = E_Distance.FilteredFaceDistanceContainers(mapLogic, faceDistanceContainers, skipOlderThan, distanceLimits);
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filteredFaceDistanceContainers = E_Distance.FilteredPostLoadFaceDistanceContainers(mapLogic, faceDistanceContainers, skipOlderThan, distanceLimits);
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if (filteredFaceDistanceContainers.Length == 0)
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_Log.Information("All images have been filtered!");
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else
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{
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sortingContainers = E_Distance.SetFaceMappingSortingCollectionThenGetSortingContainers(_AppSettings.MaxDegreeOfParallelism, _MapConfiguration, ticks, mapLogic, distanceLimits, faceDistanceEncodings, filteredFaceDistanceContainers);
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if (sortingContainers.Length == 0)
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sortingContainers = E_Distance.SetFaceMappingSortingCollectionThenGetSortedSortingContainers(_AppSettings.MaxDegreeOfParallelism, _MapConfiguration, ticks, mapLogic, distanceLimits, faceDistanceEncodings, filteredFaceDistanceContainers);
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if (sortingContainers.Count == 0)
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break;
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}
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}
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}
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E_Distance.SaveFaceDistances(_Configuration.PropertyConfiguration, sortingContainers);
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sortingContainers = mapLogic.GetFilterSortingContainers(dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, idToWholePercentagesToMapping, distanceLimits, sortingContainers);
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if (sortingContainers.Count > 0)
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E_Distance.SaveFaceDistances(_Configuration.PropertyConfiguration, sortingContainers);
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if (filteredFaceDistanceContainers.Length > 0)
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{
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int updated = sortingContainers.Length == 0 ? 0 : mapLogic.UpdateFromSortingContainers(_Configuration.SaveIndividually, idToWholePercentagesToMapping, distanceLimits, sortingContainers);
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List<SaveContainer> saveContainers = mapLogic.GetSaveContainers(_Configuration.SaveIndividually, dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, mappingCollection, idToWholePercentagesToMapping, useFiltersCounter, sortingContainers.Length > 0);
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mapLogic.SaveContainers(_Configuration.SaveIndividually, updated, saveContainers);
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int updated = sortingContainers.Count == 0 ? 0 : mapLogic.UpdateFromSortingContainers(dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, idToWholePercentagesToMapping, sortingContainers);
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List<SaveContainer> saveContainers;
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saveContainers = mapLogic.GetSaveContainers(dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, idToWholePercentagesToMapping, distanceLimits, useFiltersCounter, sortingContainers);
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if (saveContainers.Count > 0)
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mapLogic.SaveContainers(updated, saveContainers);
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}
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}
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}
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private void SaveFaceDistances(long ticks, MapLogic mapLogic, ReadOnlyCollection<Shared.Models.Face> distinctFilteredFaces, ReadOnlyCollection<Mapping> mappingCollection, string dFacesContentDirectory, string d2FacePartsContentDirectory, string d2FacePartsContentCollectionDirectory, ReadOnlyDictionary<int, ReadOnlyDictionary<int, Mapping>> idToWholePercentagesToMapping)
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private void SaveFaceDistances(long ticks, MapLogic mapLogic, ReadOnlyCollection<Shared.Models.Face> distinctFilteredFaces, string dFacesContentDirectory, string d2FacePartsContentDirectory, string d2FacePartsContentCollectionDirectory, ReadOnlyDictionary<int, ReadOnlyDictionary<int, Mapping>> idToWholePercentagesToMapping)
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{
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E_Distance.PreFilterSetFaceDistances(_AppSettings.MaxDegreeOfParallelism, ticks, distinctFilteredFaces);
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ReadOnlyCollection<FaceDistanceContainer> faceDistanceContainers = E_Distance.GetFaceDistanceContainers(distinctFilteredFaces);
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@ -1219,7 +1203,7 @@ public partial class DlibDotNet
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continue;
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faceDistanceEncodings.Add(faceDistanceContainer.FaceDistance);
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}
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SaveFaceDistances(ticks, mapLogic, mappingCollection, dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, idToWholePercentagesToMapping, new(faceDistanceEncodings), faceDistanceContainers);
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SaveFaceDistances(ticks, mapLogic, dFacesContentDirectory, d2FacePartsContentDirectory, d2FacePartsContentCollectionDirectory, idToWholePercentagesToMapping, new(faceDistanceEncodings), faceDistanceContainers);
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}
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}
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