Files
Foxel/Services/Management/FaceManagementService.cs

448 lines
16 KiB
C#

using Foxel.Models;
using Foxel.Models.Response.Face;
using Foxel.Models.Response.Picture;
using Foxel.Services.Mapping;
using Foxel.Api.Management;
using Microsoft.EntityFrameworkCore;
namespace Foxel.Services.Management;
public class FaceManagementService(
IDbContextFactory<MyDbContext> contextFactory,
IMappingService mappingService,
ILogger<FaceManagementService> logger) : IFaceManagementService
{
public async Task<PaginatedResult<FaceClusterResponse>> GetFaceClustersAsync(int page = 1, int pageSize = 20)
{
if (page < 1) page = 1;
if (pageSize < 1) pageSize = 20;
await using var dbContext = await contextFactory.CreateDbContextAsync();
var clusterQuery = dbContext.FaceClusters
.Select(c => new
{
Cluster = c,
FaceCount = dbContext.Faces.Count(f => f.ClusterId == c.Id),
ThumbnailPath = dbContext.Faces
.Where(f => f.ClusterId == c.Id)
.Include(f => f.Picture)
.OrderByDescending(f => f.CreatedAt)
.Select(f => f.Picture.ThumbnailPath)
.FirstOrDefault()
})
.OrderByDescending(x => x.FaceCount)
.ThenByDescending(x => x.Cluster.LastUpdatedAt);
var totalCount = await clusterQuery.CountAsync();
var clusterData = await clusterQuery
.Skip((page - 1) * pageSize)
.Take(pageSize)
.ToListAsync();
var clusterResponses = clusterData.Select(data => new FaceClusterResponse
{
Id = data.Cluster.Id,
Name = data.Cluster.Name,
PersonName = data.Cluster.PersonName,
Description = data.Cluster.Description,
FaceCount = data.FaceCount,
LastUpdatedAt = data.Cluster.LastUpdatedAt,
ThumbnailPath = data.ThumbnailPath,
CreatedAt = data.Cluster.CreatedAt
}).ToList();
return new PaginatedResult<FaceClusterResponse>
{
Data = clusterResponses,
TotalCount = totalCount,
Page = page,
PageSize = pageSize
};
}
public async Task<PaginatedResult<PictureResponse>> GetPicturesByClusterAsync(int clusterId, int page = 1, int pageSize = 20)
{
if (page < 1) page = 1;
if (pageSize < 1) pageSize = 20;
await using var dbContext = await contextFactory.CreateDbContextAsync();
// 获取该聚类下所有图片ID
var pictureIds = await dbContext.Faces
.Where(f => f.ClusterId == clusterId)
.Select(f => f.PictureId)
.Distinct()
.ToListAsync();
var query = dbContext.Pictures
.Where(p => pictureIds.Contains(p.Id))
.Include(p => p.User)
.Include(p => p.Tags)
.Include(p => p.Faces)
.OrderByDescending(p => p.CreatedAt);
var totalCount = await query.CountAsync();
var pictures = await query
.Skip((page - 1) * pageSize)
.Take(pageSize)
.ToListAsync();
var pictureResponses = pictures
.Select(p => mappingService.MapPictureToResponse(p))
.ToList();
return new PaginatedResult<PictureResponse>
{
Data = pictureResponses,
TotalCount = totalCount,
Page = page,
PageSize = pageSize
};
}
public async Task<FaceClusterResponse> UpdateClusterAsync(int clusterId, string? personName, string? description = null)
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
var cluster = await dbContext.FaceClusters
.Include(c => c.Faces)
.FirstOrDefaultAsync(c => c.Id == clusterId);
if (cluster == null)
throw new KeyNotFoundException($"找不到ID为 {clusterId} 的人脸聚类");
cluster.PersonName = personName;
if (description != null)
cluster.Description = description;
cluster.LastUpdatedAt = DateTime.UtcNow;
// 如果设置了人物姓名,更新聚类名称
if (!string.IsNullOrWhiteSpace(personName))
{
cluster.Name = personName;
}
await dbContext.SaveChangesAsync();
return new FaceClusterResponse
{
Id = cluster.Id,
Name = cluster.Name,
PersonName = cluster.PersonName,
Description = cluster.Description,
FaceCount = cluster.Faces?.Count ?? 0,
LastUpdatedAt = cluster.LastUpdatedAt,
CreatedAt = cluster.CreatedAt
};
}
public async Task<bool> MergeClustersAsync(int sourceClusterId, int targetClusterId)
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
var sourceFaces = await dbContext.Faces
.Where(f => f.ClusterId == sourceClusterId)
.ToListAsync();
var targetCluster = await dbContext.FaceClusters
.FirstOrDefaultAsync(c => c.Id == targetClusterId);
if (targetCluster == null)
throw new KeyNotFoundException($"找不到目标聚类 {targetClusterId}");
// 将源聚类的所有人脸移动到目标聚类
foreach (var face in sourceFaces)
{
face.ClusterId = targetClusterId;
}
// 删除源聚类
var sourceCluster = await dbContext.FaceClusters.FindAsync(sourceClusterId);
if (sourceCluster != null)
{
dbContext.FaceClusters.Remove(sourceCluster);
}
targetCluster.LastUpdatedAt = DateTime.UtcNow;
await dbContext.SaveChangesAsync();
logger.LogInformation("成功合并聚类 {SourceId} 到 {TargetId},移动了 {FaceCount} 个人脸",
sourceClusterId, targetClusterId, sourceFaces.Count);
return true;
}
public async Task<bool> RemoveFaceFromClusterAsync(int faceId)
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
var face = await dbContext.Faces.FindAsync(faceId);
if (face == null)
return false;
face.ClusterId = null;
await dbContext.SaveChangesAsync();
return true;
}
public async Task<PaginatedResult<FaceClusterResponse>> GetUserFaceClustersAsync(int userId, int page = 1, int pageSize = 20)
{
if (page < 1) page = 1;
if (pageSize < 1) pageSize = 20;
await using var dbContext = await contextFactory.CreateDbContextAsync();
var clusterQuery = dbContext.FaceClusters
.Where(c => dbContext.Faces.Any(f => f.ClusterId == c.Id && f.Picture.UserId == userId))
.Select(c => new
{
Cluster = c,
FaceCount = dbContext.Faces.Count(f => f.ClusterId == c.Id && f.Picture.UserId == userId),
ThumbnailPath = dbContext.Faces
.Where(f => f.ClusterId == c.Id && f.Picture.UserId == userId)
.Include(f => f.Picture)
.OrderByDescending(f => f.CreatedAt)
.Select(f => f.Picture.ThumbnailPath)
.FirstOrDefault()
})
.Where(x => x.FaceCount > 0)
.OrderByDescending(x => x.FaceCount)
.ThenByDescending(x => x.Cluster.LastUpdatedAt);
var totalCount = await clusterQuery.CountAsync();
var clusterData = await clusterQuery
.Skip((page - 1) * pageSize)
.Take(pageSize)
.ToListAsync();
var clusterResponses = clusterData.Select(data => new FaceClusterResponse
{
Id = data.Cluster.Id,
Name = data.Cluster.Name,
PersonName = data.Cluster.PersonName,
Description = data.Cluster.Description,
FaceCount = data.FaceCount,
LastUpdatedAt = data.Cluster.LastUpdatedAt,
ThumbnailPath = data.ThumbnailPath,
CreatedAt = data.Cluster.CreatedAt
}).ToList();
return new PaginatedResult<FaceClusterResponse>
{
Data = clusterResponses,
TotalCount = totalCount,
Page = page,
PageSize = pageSize
};
}
public async Task<PaginatedResult<PictureResponse>> GetUserPicturesByClusterAsync(int userId, int clusterId, int page = 1, int pageSize = 20)
{
if (page < 1) page = 1;
if (pageSize < 1) pageSize = 20;
await using var dbContext = await contextFactory.CreateDbContextAsync();
// 验证聚类是否包含该用户的人脸
var hasUserFaces = await dbContext.Faces
.AnyAsync(f => f.ClusterId == clusterId && f.Picture.UserId == userId);
if (!hasUserFaces)
throw new KeyNotFoundException($"找不到用户 {userId} 的聚类 {clusterId}");
// 获取该聚类下该用户的所有图片ID
var pictureIds = await dbContext.Faces
.Where(f => f.ClusterId == clusterId && f.Picture.UserId == userId)
.Select(f => f.PictureId)
.Distinct()
.ToListAsync();
var query = dbContext.Pictures
.Where(p => pictureIds.Contains(p.Id) && p.UserId == userId)
.Include(p => p.User)
.Include(p => p.Tags)
.Include(p => p.Faces)
.OrderByDescending(p => p.CreatedAt);
var totalCount = await query.CountAsync();
var pictures = await query
.Skip((page - 1) * pageSize)
.Take(pageSize)
.ToListAsync();
var pictureResponses = pictures
.Select(p => mappingService.MapPictureToResponse(p))
.ToList();
return new PaginatedResult<PictureResponse>
{
Data = pictureResponses,
TotalCount = totalCount,
Page = page,
PageSize = pageSize
};
}
public async Task<FaceClusterResponse> UpdateUserClusterAsync(int userId, int clusterId, string? personName, string? description = null)
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
// 验证聚类是否包含该用户的人脸
var hasUserFaces = await dbContext.Faces
.AnyAsync(f => f.ClusterId == clusterId && f.Picture.UserId == userId);
if (!hasUserFaces)
throw new KeyNotFoundException($"找不到用户 {userId} 的聚类 {clusterId}");
var cluster = await dbContext.FaceClusters
.Include(c => c.Faces.Where(f => f.Picture.UserId == userId))
.FirstOrDefaultAsync(c => c.Id == clusterId);
if (cluster == null)
throw new KeyNotFoundException($"找不到ID为 {clusterId} 的人脸聚类");
cluster.PersonName = personName;
if (description != null)
cluster.Description = description;
cluster.LastUpdatedAt = DateTime.UtcNow;
if (!string.IsNullOrWhiteSpace(personName))
{
cluster.Name = personName;
}
await dbContext.SaveChangesAsync();
return new FaceClusterResponse
{
Id = cluster.Id,
Name = cluster.Name,
PersonName = cluster.PersonName,
Description = cluster.Description,
FaceCount = cluster.Faces?.Count ?? 0,
LastUpdatedAt = cluster.LastUpdatedAt,
CreatedAt = cluster.CreatedAt
};
}
public async Task<bool> MergeUserClustersAsync(int userId, int sourceClusterId, int targetClusterId)
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
// 验证两个聚类都包含该用户的人脸
var sourceHasUserFaces = await dbContext.Faces
.AnyAsync(f => f.ClusterId == sourceClusterId && f.Picture.UserId == userId);
var targetHasUserFaces = await dbContext.Faces
.AnyAsync(f => f.ClusterId == targetClusterId && f.Picture.UserId == userId);
if (!sourceHasUserFaces || !targetHasUserFaces)
throw new KeyNotFoundException("找不到指定的聚类或无权访问");
// 只移动该用户的人脸
var sourceFaces = await dbContext.Faces
.Where(f => f.ClusterId == sourceClusterId && f.Picture.UserId == userId)
.ToListAsync();
var targetCluster = await dbContext.FaceClusters
.FirstOrDefaultAsync(c => c.Id == targetClusterId);
if (targetCluster == null)
throw new KeyNotFoundException($"找不到目标聚类 {targetClusterId}");
foreach (var face in sourceFaces)
{
face.ClusterId = targetClusterId;
}
// 检查源聚类是否还有其他用户的人脸,如果没有则删除
var remainingFaces = await dbContext.Faces
.CountAsync(f => f.ClusterId == sourceClusterId);
if (remainingFaces == 0)
{
var sourceCluster = await dbContext.FaceClusters.FindAsync(sourceClusterId);
if (sourceCluster != null)
{
dbContext.FaceClusters.Remove(sourceCluster);
}
}
targetCluster.LastUpdatedAt = DateTime.UtcNow;
await dbContext.SaveChangesAsync();
logger.LogInformation("用户 {UserId} 成功合并聚类 {SourceId} 到 {TargetId},移动了 {FaceCount} 个人脸",
userId, sourceClusterId, targetClusterId, sourceFaces.Count);
return true;
}
public async Task<bool> RemoveUserFaceFromClusterAsync(int userId, int faceId)
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
var face = await dbContext.Faces
.Include(f => f.Picture)
.FirstOrDefaultAsync(f => f.Id == faceId && f.Picture.UserId == userId);
if (face == null)
throw new KeyNotFoundException("找不到指定的人脸或无权访问");
face.ClusterId = null;
await dbContext.SaveChangesAsync();
return true;
}
public async Task<bool> DeleteClusterAsync(int clusterId)
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
var cluster = await dbContext.FaceClusters
.Include(c => c.Faces)
.FirstOrDefaultAsync(c => c.Id == clusterId);
if (cluster == null)
throw new KeyNotFoundException($"找不到ID为 {clusterId} 的人脸聚类");
// 将所有人脸的聚类ID设为null
if (cluster.Faces != null)
{
foreach (var face in cluster.Faces)
{
face.ClusterId = null;
}
}
dbContext.FaceClusters.Remove(cluster);
await dbContext.SaveChangesAsync();
logger.LogInformation("删除聚类 {ClusterId},影响了 {FaceCount} 个人脸",
clusterId, cluster.Faces?.Count ?? 0);
return true;
}
public async Task<FaceClusterStatistics> GetClusterStatisticsAsync()
{
await using var dbContext = await contextFactory.CreateDbContextAsync();
var totalClusters = await dbContext.FaceClusters.CountAsync();
var totalFaces = await dbContext.Faces.CountAsync();
var unclusteredFaces = await dbContext.Faces.CountAsync(f => f.ClusterId == null);
var namedClusters = await dbContext.FaceClusters.CountAsync(c => !string.IsNullOrEmpty(c.PersonName));
var clustersByUserQuery = await dbContext.Faces
.Where(f => f.ClusterId != null)
.GroupBy(f => f.Picture.UserId)
.Select(g => new { UserId = g.Key, ClusterCount = g.Select(f => f.ClusterId).Distinct().Count() })
.ToListAsync();
var clustersByUser = clustersByUserQuery
.Where(x => x.UserId.HasValue)
.ToDictionary(x => x.UserId.Value, x => x.ClusterCount);
return new FaceClusterStatistics
{
TotalClusters = totalClusters,
TotalFaces = totalFaces,
UnclusteredFaces = unclusteredFaces,
NamedClusters = namedClusters,
ClustersByUser = clustersByUser
};
}
}