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-rw-r--r--Directory.Packages.props13
-rw-r--r--Emby.Server.Implementations/Library/LibraryManager.cs6
-rw-r--r--Emby.Server.Implementations/Library/MediaSourceManager.cs16
-rw-r--r--Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs292
-rw-r--r--Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs215
-rw-r--r--Jellyfin.Api/Controllers/MoviesController.cs281
-rw-r--r--Jellyfin.Server.Implementations/Item/PeopleRepository.cs27
-rw-r--r--MediaBrowser.Controller/Entities/BaseItem.cs19
-rw-r--r--MediaBrowser.Controller/Entities/TV/Episode.cs6
-rw-r--r--MediaBrowser.Controller/Entities/TV/Season.cs6
-rw-r--r--MediaBrowser.Controller/Entities/Video.cs11
-rw-r--r--MediaBrowser.Controller/Library/IBatchLocalSimilarItemsProvider.cs26
-rw-r--r--MediaBrowser.Controller/Library/ILibraryManager.cs9
-rw-r--r--MediaBrowser.Controller/Library/ISimilarItemsManager.cs20
-rw-r--r--MediaBrowser.Controller/Library/SimilarItemsRecommendation.cs32
-rw-r--r--MediaBrowser.Controller/Persistence/IPeopleRepository.cs9
-rw-r--r--MediaBrowser.Providers/Plugins/Omdb/OmdbProvider.cs2
17 files changed, 677 insertions, 313 deletions
diff --git a/Directory.Packages.props b/Directory.Packages.props
index f568f7e781..d0df007071 100644
--- a/Directory.Packages.props
+++ b/Directory.Packages.props
@@ -18,7 +18,7 @@
<PackageVersion Include="DiscUtils.Udf" Version="0.16.13" />
<PackageVersion Include="DotNet.Glob" Version="3.1.3" />
<PackageVersion Include="FsCheck.Xunit.v3" Version="3.3.3" />
- <PackageVersion Include="HarfBuzzSharp.NativeAssets.Linux" Version="8.3.1.1" />
+ <PackageVersion Include="HarfBuzzSharp.NativeAssets.Linux" Version="8.3.1.5" />
<PackageVersion Include="ICU4N.Transliterator" Version="60.1.0-alpha.356" />
<PackageVersion Include="IDisposableAnalyzers" Version="4.0.8" />
<PackageVersion Include="Ignore" Version="0.2.1" />
@@ -47,7 +47,7 @@
<PackageVersion Include="Microsoft.Extensions.Http" Version="10.0.8" />
<PackageVersion Include="Microsoft.Extensions.Logging" Version="10.0.8" />
<PackageVersion Include="Microsoft.Extensions.Options" Version="10.0.8" />
- <PackageVersion Include="Microsoft.NET.Test.Sdk" Version="18.5.1" />
+ <PackageVersion Include="Microsoft.NET.Test.Sdk" Version="18.6.0" />
<PackageVersion Include="MimeTypes" Version="2.5.2" />
<PackageVersion Include="Morestachio" Version="5.0.1.670" />
<PackageVersion Include="Moq" Version="4.18.4" />
@@ -68,10 +68,9 @@
<PackageVersion Include="Serilog.Sinks.Graylog" Version="3.1.1" />
<PackageVersion Include="SerilogAnalyzer" Version="0.15.0" />
<PackageVersion Include="SharpFuzz" Version="2.2.0" />
- <!-- Pinned to 3.116.1 because https://github.com/jellyfin/jellyfin/pull/14255 -->
- <PackageVersion Include="SkiaSharp" Version="[3.116.1]" />
- <PackageVersion Include="SkiaSharp.HarfBuzz" Version="[3.116.1]" />
- <PackageVersion Include="SkiaSharp.NativeAssets.Linux" Version="[3.116.1]" />
+ <PackageVersion Include="SkiaSharp" Version="3.119.4" />
+ <PackageVersion Include="SkiaSharp.HarfBuzz" Version="3.119.4" />
+ <PackageVersion Include="SkiaSharp.NativeAssets.Linux" Version="3.119.4" />
<PackageVersion Include="SmartAnalyzers.MultithreadingAnalyzer" Version="1.1.31" />
<PackageVersion Include="StyleCop.Analyzers" Version="1.2.0-beta.556" />
<PackageVersion Include="Svg.Skia" Version="3.7.0" />
@@ -79,7 +78,7 @@
<PackageVersion Include="Swashbuckle.AspNetCore" Version="10.1.7" />
<PackageVersion Include="System.Text.Json" Version="10.0.8" />
<PackageVersion Include="TagLibSharp" Version="2.3.0" />
- <PackageVersion Include="z440.atl.core" Version="7.13.0" />
+ <PackageVersion Include="z440.atl.core" Version="7.14.0" />
<PackageVersion Include="TMDbLib" Version="3.0.0" />
<PackageVersion Include="UTF.Unknown" Version="2.6.0" />
<PackageVersion Include="xunit.runner.visualstudio" Version="3.1.5" />
diff --git a/Emby.Server.Implementations/Library/LibraryManager.cs b/Emby.Server.Implementations/Library/LibraryManager.cs
index 30ff1bd333..cc85f09d23 100644
--- a/Emby.Server.Implementations/Library/LibraryManager.cs
+++ b/Emby.Server.Implementations/Library/LibraryManager.cs
@@ -3394,6 +3394,12 @@ namespace Emby.Server.Implementations.Library
return _peopleRepository.GetPeopleNames(query);
}
+ /// <inheritdoc/>
+ public IReadOnlyList<string> GetPeopleNamesByItems(IReadOnlyList<Guid> itemIds, IReadOnlyList<string> personTypes, int limit)
+ {
+ return _peopleRepository.GetPeopleNamesByItems(itemIds, personTypes, limit);
+ }
+
public void UpdatePeople(BaseItem item, List<PersonInfo> people)
{
UpdatePeopleAsync(item, people, CancellationToken.None).GetAwaiter().GetResult();
diff --git a/Emby.Server.Implementations/Library/MediaSourceManager.cs b/Emby.Server.Implementations/Library/MediaSourceManager.cs
index fdb4c7328b..66614c6725 100644
--- a/Emby.Server.Implementations/Library/MediaSourceManager.cs
+++ b/Emby.Server.Implementations/Library/MediaSourceManager.cs
@@ -440,10 +440,6 @@ namespace Emby.Server.Implementations.Library
if (string.Equals(user.AudioLanguagePreference, "OriginalLanguage", StringComparison.OrdinalIgnoreCase))
{
- originalLanguage = !string.IsNullOrWhiteSpace(originalLanguage)
- ? originalLanguage.Split(',').FirstOrDefault()
- : null;
-
if (user.PlayDefaultAudioTrack)
{
source.DefaultAudioStreamIndex = MediaStreamSelector.GetDefaultAudioStreamIndex(
@@ -498,17 +494,7 @@ namespace Emby.Server.Implementations.Library
var allowRememberingSelection = item is null || item.EnableRememberingTrackSelections;
- var originalLanguage = item?.OriginalLanguage ?? item switch
- {
- Episode episode => episode.Series.OriginalLanguage,
- Video video => video.GetOwner() switch
- {
- Episode ownerEpisode => ownerEpisode.OriginalLanguage ?? ownerEpisode.Series.OriginalLanguage,
- BaseItem owner => owner.OriginalLanguage,
- null => null
- },
- _ => null
- };
+ var originalLanguage = item?.GetInheritedOriginalLanguage();
SetDefaultAudioStreamIndex(source, userData, user, allowRememberingSelection, originalLanguage);
SetDefaultSubtitleStreamIndex(source, userData, user, allowRememberingSelection);
diff --git a/Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs b/Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs
index 93aa0574c0..b4ed12a20c 100644
--- a/Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs
+++ b/Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs
@@ -1,36 +1,72 @@
using System;
using System.Collections.Generic;
+using System.Linq;
using System.Threading;
using System.Threading.Tasks;
using Jellyfin.Data.Enums;
-using Jellyfin.Database.Implementations.Enums;
+using Jellyfin.Database.Implementations;
+using Jellyfin.Database.Implementations.Entities;
+using Jellyfin.Extensions;
using MediaBrowser.Controller.Configuration;
using MediaBrowser.Controller.Dto;
using MediaBrowser.Controller.Entities;
using MediaBrowser.Controller.Entities.Movies;
using MediaBrowser.Controller.Library;
+using MediaBrowser.Controller.Persistence;
using MediaBrowser.Model.Configuration;
+using Microsoft.EntityFrameworkCore;
+using BaseItemDto = MediaBrowser.Controller.Entities.BaseItem;
namespace Emby.Server.Implementations.Library.SimilarItems;
/// <summary>
-/// Provides similar items for movies and trailers.
+/// Provides similar items for movies and trailers using weighted scoring.
/// </summary>
-public sealed class MovieSimilarItemsProvider : ILocalSimilarItemsProvider<Movie>, ILocalSimilarItemsProvider<Trailer>
+public sealed class MovieSimilarItemsProvider : ILocalSimilarItemsProvider<Movie>, ILocalSimilarItemsProvider<Trailer>, IBatchLocalSimilarItemsProvider
{
- private readonly ILibraryManager _libraryManager;
+ private const int GenreWeight = 10;
+ private const int TagWeight = 5;
+ private const int StudioWeight = 5;
+ private const int DirectorWeight = 50;
+ private const int ActorWeight = 15;
+
+ // Caps the batch fan-out so downstream IN-list sizes (per-source scores, accessible-id
+ // load, navigation includes) stay bounded regardless of caller input.
+ private const int MaxBatchSourceItems = 64;
+
+ private static readonly (ItemValueType Type, int Weight)[] _itemValueDimensions =
+ [
+ (ItemValueType.Genre, GenreWeight),
+ (ItemValueType.Tags, TagWeight),
+ (ItemValueType.Studios, StudioWeight)
+ ];
+
+ private static readonly Dictionary<string, int> _personTypeWeights = new(StringComparer.Ordinal)
+ {
+ [nameof(PersonKind.Director)] = DirectorWeight,
+ [nameof(PersonKind.Actor)] = ActorWeight,
+ [nameof(PersonKind.GuestStar)] = ActorWeight,
+ };
+
+ private static readonly string[] _scoredPersonTypes = [.. _personTypeWeights.Keys];
+
+ private readonly IDbContextFactory<JellyfinDbContext> _dbProvider;
+ private readonly IItemQueryHelpers _queryHelpers;
private readonly IServerConfigurationManager _serverConfigurationManager;
/// <summary>
/// Initializes a new instance of the <see cref="MovieSimilarItemsProvider"/> class.
/// </summary>
- /// <param name="libraryManager">The library manager.</param>
+ /// <param name="dbProvider">The database context factory.</param>
+ /// <param name="queryHelpers">The shared query helpers.</param>
/// <param name="serverConfigurationManager">The server configuration manager.</param>
public MovieSimilarItemsProvider(
- ILibraryManager libraryManager,
+ IDbContextFactory<JellyfinDbContext> dbProvider,
+ IItemQueryHelpers queryHelpers,
IServerConfigurationManager serverConfigurationManager)
{
- _libraryManager = libraryManager;
+ _dbProvider = dbProvider;
+ _queryHelpers = queryHelpers;
_serverConfigurationManager = serverConfigurationManager;
}
@@ -41,15 +77,17 @@ public sealed class MovieSimilarItemsProvider : ILocalSimilarItemsProvider<Movie
public MetadataPluginType Type => MetadataPluginType.LocalSimilarityProvider;
/// <inheritdoc/>
- public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(Movie item, SimilarItemsQuery query, CancellationToken cancellationToken)
+ public async Task<IReadOnlyList<BaseItemDto>> GetSimilarItemsAsync(Movie item, SimilarItemsQuery query, CancellationToken cancellationToken)
{
- return Task.FromResult(GetSimilarMovieItems(item, query));
+ var results = await GetBatchSimilarItemsAsync([item], query, cancellationToken).ConfigureAwait(false);
+ return results.TryGetValue(item.Id, out var items) ? items : [];
}
/// <inheritdoc/>
- public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(Trailer item, SimilarItemsQuery query, CancellationToken cancellationToken)
+ public async Task<IReadOnlyList<BaseItemDto>> GetSimilarItemsAsync(Trailer item, SimilarItemsQuery query, CancellationToken cancellationToken)
{
- return Task.FromResult(GetSimilarMovieItems(item, query));
+ var results = await GetBatchSimilarItemsAsync([item], query, cancellationToken).ConfigureAwait(false);
+ return results.TryGetValue(item.Id, out var items) ? items : [];
}
bool ILocalSimilarItemsProvider.Supports(Type itemType)
@@ -63,29 +101,233 @@ public sealed class MovieSimilarItemsProvider : ILocalSimilarItemsProvider<Movie
_ => throw new ArgumentException($"Unsupported item type {item.GetType()}", nameof(item))
};
- private IReadOnlyList<BaseItem> GetSimilarMovieItems(BaseItem item, SimilarItemsQuery query)
+ /// <inheritdoc/>
+ public async Task<Dictionary<Guid, IReadOnlyList<BaseItemDto>>> GetBatchSimilarItemsAsync(
+ IReadOnlyList<BaseItemDto> sourceItems,
+ SimilarItemsQuery query,
+ CancellationToken cancellationToken)
{
var includeItemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
-
if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
{
includeItemTypes.Add(BaseItemKind.Trailer);
includeItemTypes.Add(BaseItemKind.LiveTvProgram);
}
- var internalQuery = new InternalItemsQuery(query.User)
+ var limit = query.Limit ?? 50;
+ var dtoOptions = query.DtoOptions ?? new DtoOptions();
+
+ if (sourceItems.Count > MaxBatchSourceItems)
{
- Genres = item.Genres,
- Tags = item.Tags,
- Limit = query.Limit,
- DtoOptions = query.DtoOptions ?? new DtoOptions(),
- ExcludeItemIds = [.. query.ExcludeItemIds],
- IncludeItemTypes = [.. includeItemTypes],
- EnableGroupByMetadataKey = true,
- EnableTotalRecordCount = false,
- OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
- };
+ sourceItems = sourceItems.Take(MaxBatchSourceItems).ToList();
+ }
+
+ var context = await _dbProvider.CreateDbContextAsync(cancellationToken).ConfigureAwait(false);
+ await using (context.ConfigureAwait(false))
+ {
+ // Phase 1: Score all candidates per source item
+ var sourceIds = sourceItems.Select(i => i.Id).ToList();
+ var perSourceScores = await ComputeBatchScoresAsync(sourceIds, context, cancellationToken).ConfigureAwait(false);
+
+ var allCandidateIds = new HashSet<Guid>();
+ foreach (var (_, scores) in perSourceScores)
+ {
+ allCandidateIds.UnionWith(
+ scores.OrderByDescending(kvp => kvp.Value)
+ .Take(limit * 3)
+ .Select(kvp => kvp.Key));
+ }
+
+ var result = new Dictionary<Guid, IReadOnlyList<BaseItemDto>>();
+ if (allCandidateIds.Count == 0)
+ {
+ return result;
+ }
+
+ // Phase 2: One access filter for all candidates
+ var filter = new InternalItemsQuery(query.User)
+ {
+ IncludeItemTypes = [.. includeItemTypes],
+ ExcludeItemIds = [.. query.ExcludeItemIds],
+ DtoOptions = dtoOptions,
+ EnableGroupByMetadataKey = true,
+ EnableTotalRecordCount = false,
+ IsMovie = true,
+ IsPlayed = false
+ };
+
+ _queryHelpers.PrepareFilterQuery(filter);
+ var baseQuery = _queryHelpers.PrepareItemQuery(context, filter);
+ baseQuery = _queryHelpers.TranslateQuery(baseQuery, context, filter);
+
+ var allCandidateIdsList = allCandidateIds.ToList();
+ var accessibleItems = await baseQuery
+ .WhereOneOrMany(allCandidateIdsList, e => e.Id)
+ .Select(e => new { e.Id, e.PresentationUniqueKey })
+ .ToListAsync(cancellationToken).ConfigureAwait(false);
+
+ // Phase 3: Pick top IDs per source, dedup by PresentationUniqueKey
+ var allOrderedIds = new HashSet<Guid>();
+ var perSourceOrderedIds = new Dictionary<Guid, List<Guid>>();
+
+ foreach (var item in sourceItems)
+ {
+ if (!perSourceScores.TryGetValue(item.Id, out var scores))
+ {
+ continue;
+ }
+
+ var orderedIds = accessibleItems
+ .Where(x => scores.ContainsKey(x.Id))
+ .OrderByDescending(x => scores.GetValueOrDefault(x.Id))
+ .DistinctBy(x => x.PresentationUniqueKey)
+ .Take(limit)
+ .Select(x => x.Id)
+ .ToList();
+
+ if (orderedIds.Count > 0)
+ {
+ perSourceOrderedIds[item.Id] = orderedIds;
+ allOrderedIds.UnionWith(orderedIds);
+ }
+ }
+
+ if (allOrderedIds.Count == 0)
+ {
+ return result;
+ }
+
+ // Phase 4: One entity load for all results
+ var allOrderedIdsList = allOrderedIds.ToList();
+ var entities = await _queryHelpers.ApplyNavigations(
+ context.BaseItems.AsNoTracking().WhereOneOrMany(allOrderedIdsList, e => e.Id),
+ filter)
+ .AsSplitQuery()
+ .ToListAsync(cancellationToken).ConfigureAwait(false);
+
+ var entitiesById = entities
+ .Select(e => _queryHelpers.DeserializeBaseItem(e, filter.SkipDeserialization))
+ .Where(dto => dto is not null)
+ .ToDictionary(i => i!.Id);
+
+ // Phase 5: Split by source, preserving score order
+ foreach (var (sourceId, orderedIds) in perSourceOrderedIds)
+ {
+ var items = orderedIds
+ .Where(entitiesById.ContainsKey)
+ .Select(id => entitiesById[id]!)
+ .ToList();
+
+ if (items.Count > 0)
+ {
+ result[sourceId] = items;
+ }
+ }
+
+ return result;
+ }
+ }
+
+ private static async Task<Dictionary<Guid, Dictionary<Guid, int>>> ComputeBatchScoresAsync(List<Guid> sourceIds, JellyfinDbContext context, CancellationToken cancellationToken)
+ {
+ var result = new Dictionary<Guid, Dictionary<Guid, int>>();
+ foreach (var id in sourceIds)
+ {
+ result[id] = [];
+ }
+
+ foreach (var (valueType, weight) in _itemValueDimensions)
+ {
+ var sourceRows = await context.ItemValuesMap.AsNoTracking()
+ .Where(m => sourceIds.Contains(m.ItemId) && m.ItemValue.Type == valueType)
+ .Select(m => new { m.ItemId, Key = m.ItemValue.CleanValue })
+ .ToListAsync(cancellationToken).ConfigureAwait(false);
+
+ var sourceMap = sourceRows.GroupBy(r => r.ItemId).ToDictionary(g => g.Key, g => g.Select(x => x.Key).ToHashSet());
+ var allKeys = sourceMap.Values.SelectMany(v => v).Distinct().ToList();
+ if (allKeys.Count == 0)
+ {
+ continue;
+ }
+
+ var candidateRows = await context.ItemValuesMap.AsNoTracking()
+ .Where(m => m.ItemValue.Type == valueType && allKeys.Contains(m.ItemValue.CleanValue))
+ .Select(m => new { m.ItemId, Key = m.ItemValue.CleanValue })
+ .ToListAsync(cancellationToken).ConfigureAwait(false);
+
+ var keyToCandidates = candidateRows.GroupBy(r => r.Key).ToDictionary(g => g.Key, g => g.Select(x => x.ItemId).ToList());
+ ApplyDimensionScores(sourceIds, sourceMap, keyToCandidates, weight, result);
+ }
+
+ var personSourceRows = await context.PeopleBaseItemMap.AsNoTracking()
+ .Where(m => sourceIds.Contains(m.ItemId) && _scoredPersonTypes.Contains(m.People.PersonType))
+ .Select(m => new { m.ItemId, m.PeopleId, m.People.PersonType })
+ .ToListAsync(cancellationToken).ConfigureAwait(false);
+
+ if (personSourceRows.Count > 0)
+ {
+ var personCandidateRows = await context.PeopleBaseItemMap.AsNoTracking()
+ .Where(m => context.PeopleBaseItemMap
+ .Where(s => sourceIds.Contains(s.ItemId) && _scoredPersonTypes.Contains(s.People.PersonType))
+ .Select(s => s.PeopleId)
+ .Contains(m.PeopleId))
+ .Select(m => new { m.ItemId, m.PeopleId })
+ .ToListAsync(cancellationToken).ConfigureAwait(false);
+
+ var personToCandidates = personCandidateRows
+ .GroupBy(r => r.PeopleId)
+ .ToDictionary(g => g.Key, g => g.Select(x => x.ItemId).ToList());
+
+ foreach (var weightGroup in personSourceRows.GroupBy(r => _personTypeWeights[r.PersonType!]))
+ {
+ var sourceMap = weightGroup
+ .GroupBy(r => r.ItemId)
+ .ToDictionary(g => g.Key, g => g.Select(x => x.PeopleId).ToHashSet());
+ ApplyDimensionScores(sourceIds, sourceMap, personToCandidates, weightGroup.Key, result);
+ }
+ }
+
+ foreach (var sourceId in sourceIds)
+ {
+ var scoreMap = result[sourceId];
+ scoreMap.Remove(sourceId);
+ if (scoreMap.Count == 0)
+ {
+ result.Remove(sourceId);
+ }
+ }
- return _libraryManager.GetItemList(internalQuery);
+ return result;
+ }
+
+ private static void ApplyDimensionScores<TKey>(
+ List<Guid> sourceIds,
+ Dictionary<Guid, HashSet<TKey>> sourceMap,
+ Dictionary<TKey, List<Guid>> keyToCandidates,
+ int weight,
+ Dictionary<Guid, Dictionary<Guid, int>> result)
+ where TKey : notnull
+ {
+ foreach (var sourceId in sourceIds)
+ {
+ if (!sourceMap.TryGetValue(sourceId, out var sourceKeys))
+ {
+ continue;
+ }
+
+ var scoreMap = result[sourceId];
+ foreach (var key in sourceKeys)
+ {
+ if (!keyToCandidates.TryGetValue(key, out var candidates))
+ {
+ continue;
+ }
+
+ foreach (var candidateId in candidates)
+ {
+ scoreMap[candidateId] = scoreMap.GetValueOrDefault(candidateId) + weight;
+ }
+ }
+ }
}
}
diff --git a/Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs b/Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs
index b56779cf3f..358c170db2 100644
--- a/Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs
+++ b/Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs
@@ -8,12 +8,16 @@ using System.Threading;
using System.Threading.Tasks;
using Jellyfin.Data.Enums;
using Jellyfin.Database.Implementations.Entities;
+using Jellyfin.Database.Implementations.Enums;
using Jellyfin.Extensions.Json;
+using MediaBrowser.Common.Extensions;
using MediaBrowser.Controller;
+using MediaBrowser.Controller.Configuration;
using MediaBrowser.Controller.Dto;
using MediaBrowser.Controller.Entities;
using MediaBrowser.Controller.Library;
using MediaBrowser.Model.Configuration;
+using MediaBrowser.Model.Dto;
using MediaBrowser.Model.Entities;
using MediaBrowser.Model.IO;
using MediaBrowser.Model.Querying;
@@ -30,6 +34,7 @@ public class SimilarItemsManager : ISimilarItemsManager
private readonly IServerApplicationPaths _appPaths;
private readonly ILibraryManager _libraryManager;
private readonly IFileSystem _fileSystem;
+ private readonly IServerConfigurationManager _serverConfigurationManager;
private ISimilarItemsProvider[] _similarItemsProviders = [];
/// <summary>
@@ -39,16 +44,19 @@ public class SimilarItemsManager : ISimilarItemsManager
/// <param name="appPaths">The server application paths.</param>
/// <param name="libraryManager">The library manager.</param>
/// <param name="fileSystem">The file system.</param>
+ /// <param name="serverConfigurationManager">The server configuration manager.</param>
public SimilarItemsManager(
ILogger<SimilarItemsManager> logger,
IServerApplicationPaths appPaths,
ILibraryManager libraryManager,
- IFileSystem fileSystem)
+ IFileSystem fileSystem,
+ IServerConfigurationManager serverConfigurationManager)
{
_logger = logger;
_appPaths = appPaths;
_libraryManager = libraryManager;
_fileSystem = fileSystem;
+ _serverConfigurationManager = serverConfigurationManager;
}
/// <inheritdoc/>
@@ -225,6 +233,211 @@ public class SimilarItemsManager : ISimilarItemsManager
.ToList();
}
+ /// <inheritdoc/>
+ public async Task<IReadOnlyList<SimilarItemsRecommendation>> GetMovieRecommendationsAsync(
+ User? user,
+ Guid parentId,
+ int categoryLimit,
+ int itemLimit,
+ DtoOptions dtoOptions,
+ CancellationToken cancellationToken)
+ {
+ ArgumentNullException.ThrowIfNull(dtoOptions);
+
+ var recentlyPlayedMovies = _libraryManager.GetItemList(new InternalItemsQuery(user)
+ {
+ IncludeItemTypes = [BaseItemKind.Movie],
+ OrderBy = [(ItemSortBy.DatePlayed, SortOrder.Descending), (ItemSortBy.Random, SortOrder.Descending)],
+ Limit = 7,
+ ParentId = parentId,
+ Recursive = true,
+ IsPlayed = true,
+ EnableGroupByMetadataKey = true,
+ DtoOptions = dtoOptions
+ });
+
+ var itemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
+ if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
+ {
+ itemTypes.Add(BaseItemKind.Trailer);
+ itemTypes.Add(BaseItemKind.LiveTvProgram);
+ }
+
+ var likedMovies = _libraryManager.GetItemList(new InternalItemsQuery(user)
+ {
+ IncludeItemTypes = itemTypes.ToArray(),
+ IsMovie = true,
+ OrderBy = [(ItemSortBy.Random, SortOrder.Descending)],
+ Limit = 10,
+ IsFavoriteOrLiked = true,
+ ExcludeItemIds = recentlyPlayedMovies.Select(i => i.Id).ToArray(),
+ EnableGroupByMetadataKey = true,
+ ParentId = parentId,
+ Recursive = true,
+ DtoOptions = dtoOptions
+ });
+
+ var mostRecentMovies = recentlyPlayedMovies.Take(Math.Min(recentlyPlayedMovies.Count, 6)).ToList();
+ var recentDirectors = GetPeopleNames(mostRecentMovies, [PersonType.Director]);
+ var recentActors = GetPeopleNames(mostRecentMovies, [PersonType.Actor, PersonType.GuestStar]);
+
+ // Cap baseline items to categoryLimit - the round-robin can't use more categories than that.
+ var recentlyPlayedBaseline = recentlyPlayedMovies.Count > categoryLimit
+ ? recentlyPlayedMovies.Take(categoryLimit).ToList()
+ : recentlyPlayedMovies;
+ var likedBaseline = likedMovies.Count > categoryLimit
+ ? likedMovies.Take(categoryLimit).ToList()
+ : likedMovies;
+
+ var batchQuery = new SimilarItemsQuery
+ {
+ User = user,
+ Limit = itemLimit,
+ DtoOptions = dtoOptions
+ };
+
+ var similarToRecentlyPlayed = await GetSimilarItemsRecommendationsAsync(
+ recentlyPlayedBaseline,
+ RecommendationType.SimilarToRecentlyPlayed,
+ batchQuery,
+ cancellationToken).ConfigureAwait(false);
+
+ var similarToLiked = await GetSimilarItemsRecommendationsAsync(
+ likedBaseline,
+ RecommendationType.SimilarToLikedItem,
+ batchQuery,
+ cancellationToken).ConfigureAwait(false);
+
+ var hasDirectorFromRecentlyPlayed = GetPersonRecommendations(user, recentDirectors, itemLimit, dtoOptions, RecommendationType.HasDirectorFromRecentlyPlayed, itemTypes);
+ var hasActorFromRecentlyPlayed = GetPersonRecommendations(user, recentActors, itemLimit, dtoOptions, RecommendationType.HasActorFromRecentlyPlayed, itemTypes);
+
+ // Use a single enumerator per list, listed twice so MoveNext advances it
+ // twice per round-robin pass (giving these categories double weight).
+ // IMPORTANT: Declare as IEnumerator<T> to box the List<T>.Enumerator struct once;
+ // using var would box separately per list insertion, creating independent copies.
+ IEnumerator<SimilarItemsRecommendation> similarToRecentlyPlayedEnum = similarToRecentlyPlayed.GetEnumerator();
+ IEnumerator<SimilarItemsRecommendation> similarToLikedEnum = similarToLiked.GetEnumerator();
+
+ var categoryTypes = new List<IEnumerator<SimilarItemsRecommendation>>
+ {
+ similarToRecentlyPlayedEnum,
+ similarToRecentlyPlayedEnum,
+ similarToLikedEnum,
+ similarToLikedEnum,
+ hasDirectorFromRecentlyPlayed.GetEnumerator(),
+ hasActorFromRecentlyPlayed.GetEnumerator()
+ };
+
+ var categories = new List<SimilarItemsRecommendation>();
+ while (categories.Count < categoryLimit)
+ {
+ var allEmpty = true;
+ foreach (var category in categoryTypes)
+ {
+ if (category.MoveNext())
+ {
+ categories.Add(category.Current);
+ allEmpty = false;
+
+ if (categories.Count >= categoryLimit)
+ {
+ break;
+ }
+ }
+ }
+
+ if (allEmpty)
+ {
+ break;
+ }
+ }
+
+ return [.. categories.OrderBy(i => i.RecommendationType)];
+ }
+
+ private async Task<IReadOnlyList<SimilarItemsRecommendation>> GetSimilarItemsRecommendationsAsync(
+ IReadOnlyList<BaseItem> baselineItems,
+ RecommendationType recommendationType,
+ SimilarItemsQuery query,
+ CancellationToken cancellationToken)
+ {
+ var batchProvider = _similarItemsProviders
+ .OfType<IBatchLocalSimilarItemsProvider>()
+ .FirstOrDefault();
+
+ if (batchProvider is null || baselineItems.Count == 0)
+ {
+ return [];
+ }
+
+ var batchResults = await batchProvider.GetBatchSimilarItemsAsync(baselineItems, query, cancellationToken).ConfigureAwait(false);
+
+ var recommendations = new List<SimilarItemsRecommendation>(baselineItems.Count);
+ foreach (var baseline in baselineItems)
+ {
+ if (batchResults.TryGetValue(baseline.Id, out var similar) && similar.Count > 0)
+ {
+ recommendations.Add(new SimilarItemsRecommendation
+ {
+ BaselineItemName = baseline.Name,
+ CategoryId = baseline.Id,
+ RecommendationType = recommendationType,
+ Items = similar
+ });
+ }
+ }
+
+ return recommendations;
+ }
+
+ private IEnumerable<SimilarItemsRecommendation> GetPersonRecommendations(
+ User? user,
+ IReadOnlyList<string> names,
+ int itemLimit,
+ DtoOptions dtoOptions,
+ RecommendationType type,
+ IReadOnlyList<BaseItemKind> itemTypes)
+ {
+ var personTypes = type == RecommendationType.HasDirectorFromRecentlyPlayed
+ ? [PersonType.Director]
+ : Array.Empty<string>();
+
+ foreach (var name in names)
+ {
+ var items = _libraryManager.GetItemList(new InternalItemsQuery(user)
+ {
+ Person = name,
+ Limit = itemLimit + 2,
+ PersonTypes = personTypes,
+ IncludeItemTypes = itemTypes.ToArray(),
+ IsMovie = true,
+ IsPlayed = false,
+ EnableGroupByMetadataKey = true,
+ DtoOptions = dtoOptions
+ })
+ .DistinctBy(i => i.GetProviderId(MetadataProvider.Imdb) ?? Guid.NewGuid().ToString("N", CultureInfo.InvariantCulture))
+ .Take(itemLimit)
+ .ToList();
+
+ if (items.Count > 0)
+ {
+ yield return new SimilarItemsRecommendation
+ {
+ BaselineItemName = name,
+ CategoryId = name.GetMD5(),
+ RecommendationType = type,
+ Items = items
+ };
+ }
+ }
+ }
+
+ private IReadOnlyList<string> GetPeopleNames(IReadOnlyList<BaseItem> items, IReadOnlyList<string> personTypes)
+ {
+ var itemIds = items.Select(i => i.Id).ToArray();
+ return _libraryManager.GetPeopleNamesByItems(itemIds, personTypes, limit: 0);
+ }
+
private List<(BaseItem Item, float Score)> ResolveRemoteReferences(
IReadOnlyList<SimilarItemReference> references,
int providerOrder,
diff --git a/Jellyfin.Api/Controllers/MoviesController.cs b/Jellyfin.Api/Controllers/MoviesController.cs
index 50d34d0656..a1f2fe7ce7 100644
--- a/Jellyfin.Api/Controllers/MoviesController.cs
+++ b/Jellyfin.Api/Controllers/MoviesController.cs
@@ -1,17 +1,13 @@
using System;
using System.Collections.Generic;
-using System.Globalization;
using System.Linq;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Api.Extensions;
using Jellyfin.Api.Helpers;
using Jellyfin.Api.ModelBinders;
-using Jellyfin.Data.Enums;
-using Jellyfin.Database.Implementations.Entities;
-using Jellyfin.Database.Implementations.Enums;
using Jellyfin.Extensions;
-using MediaBrowser.Common.Extensions;
-using MediaBrowser.Controller.Configuration;
using MediaBrowser.Controller.Dto;
-using MediaBrowser.Controller.Entities;
using MediaBrowser.Controller.Library;
using MediaBrowser.Model.Dto;
using MediaBrowser.Model.Entities;
@@ -30,27 +26,23 @@ namespace Jellyfin.Api.Controllers;
public class MoviesController : BaseJellyfinApiController
{
private readonly IUserManager _userManager;
- private readonly ILibraryManager _libraryManager;
private readonly IDtoService _dtoService;
- private readonly IServerConfigurationManager _serverConfigurationManager;
+ private readonly ISimilarItemsManager _similarItemsManager;
/// <summary>
/// Initializes a new instance of the <see cref="MoviesController"/> class.
/// </summary>
/// <param name="userManager">Instance of the <see cref="IUserManager"/> interface.</param>
- /// <param name="libraryManager">Instance of the <see cref="ILibraryManager"/> interface.</param>
/// <param name="dtoService">Instance of the <see cref="IDtoService"/> interface.</param>
- /// <param name="serverConfigurationManager">Instance of the <see cref="IServerConfigurationManager"/> interface.</param>
+ /// <param name="similarItemsManager">Instance of the <see cref="ISimilarItemsManager"/> interface.</param>
public MoviesController(
IUserManager userManager,
- ILibraryManager libraryManager,
IDtoService dtoService,
- IServerConfigurationManager serverConfigurationManager)
+ ISimilarItemsManager similarItemsManager)
{
_userManager = userManager;
- _libraryManager = libraryManager;
_dtoService = dtoService;
- _serverConfigurationManager = serverConfigurationManager;
+ _similarItemsManager = similarItemsManager;
}
/// <summary>
@@ -61,15 +53,17 @@ public class MoviesController : BaseJellyfinApiController
/// <param name="fields">Optional. The fields to return.</param>
/// <param name="categoryLimit">The max number of categories to return.</param>
/// <param name="itemLimit">The max number of items to return per category.</param>
+ /// <param name="cancellationToken">The cancellation token.</param>
/// <response code="200">Movie recommendations returned.</response>
/// <returns>The list of movie recommendations.</returns>
[HttpGet("Recommendations")]
- public ActionResult<IEnumerable<RecommendationDto>> GetMovieRecommendations(
+ public async Task<ActionResult<IEnumerable<RecommendationDto>>> GetMovieRecommendations(
[FromQuery] Guid? userId,
[FromQuery] Guid? parentId,
[FromQuery, ModelBinder(typeof(CommaDelimitedCollectionModelBinder))] ItemFields[] fields,
[FromQuery] int categoryLimit = 5,
- [FromQuery] int itemLimit = 8)
+ [FromQuery] int itemLimit = 8,
+ CancellationToken cancellationToken = default)
{
userId = RequestHelpers.GetUserId(User, userId);
var user = userId.IsNullOrEmpty()
@@ -77,251 +71,16 @@ public class MoviesController : BaseJellyfinApiController
: _userManager.GetUserById(userId.Value);
var dtoOptions = new DtoOptions { Fields = fields };
- var categories = new List<RecommendationDto>();
+ var recommendations = await _similarItemsManager
+ .GetMovieRecommendationsAsync(user, parentId ?? Guid.Empty, categoryLimit, itemLimit, dtoOptions, cancellationToken)
+ .ConfigureAwait(false);
- var parentIdGuid = parentId ?? Guid.Empty;
-
- var query = new InternalItemsQuery(user)
- {
- IncludeItemTypes = new[]
- {
- BaseItemKind.Movie,
- // nameof(Trailer),
- // nameof(LiveTvProgram)
- },
- // IsMovie = true
- OrderBy = new[] { (ItemSortBy.DatePlayed, SortOrder.Descending), (ItemSortBy.Random, SortOrder.Descending) },
- Limit = 7,
- ParentId = parentIdGuid,
- Recursive = true,
- IsPlayed = true,
- DtoOptions = dtoOptions
- };
-
- var recentlyPlayedMovies = _libraryManager.GetItemList(query);
-
- var itemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
- if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
- {
- itemTypes.Add(BaseItemKind.Trailer);
- itemTypes.Add(BaseItemKind.LiveTvProgram);
- }
-
- var likedMovies = _libraryManager.GetItemList(new InternalItemsQuery(user)
- {
- IncludeItemTypes = itemTypes.ToArray(),
- IsMovie = true,
- OrderBy = new[] { (ItemSortBy.Random, SortOrder.Descending) },
- Limit = 10,
- IsFavoriteOrLiked = true,
- ExcludeItemIds = recentlyPlayedMovies.Select(i => i.Id).ToArray(),
- EnableGroupByMetadataKey = true,
- ParentId = parentIdGuid,
- Recursive = true,
- DtoOptions = dtoOptions
- });
-
- var mostRecentMovies = recentlyPlayedMovies.Take(Math.Min(recentlyPlayedMovies.Count, 6)).ToList();
- // Get recently played directors
- var recentDirectors = GetDirectors(mostRecentMovies)
- .ToList();
-
- // Get recently played actors
- var recentActors = GetActors(mostRecentMovies)
- .ToList();
-
- var similarToRecentlyPlayed = GetSimilarTo(user, recentlyPlayedMovies, itemLimit, dtoOptions, RecommendationType.SimilarToRecentlyPlayed).GetEnumerator();
- var similarToLiked = GetSimilarTo(user, likedMovies, itemLimit, dtoOptions, RecommendationType.SimilarToLikedItem).GetEnumerator();
-
- var hasDirectorFromRecentlyPlayed = GetWithDirector(user, recentDirectors, itemLimit, dtoOptions, RecommendationType.HasDirectorFromRecentlyPlayed).GetEnumerator();
- var hasActorFromRecentlyPlayed = GetWithActor(user, recentActors, itemLimit, dtoOptions, RecommendationType.HasActorFromRecentlyPlayed).GetEnumerator();
-
- var categoryTypes = new List<IEnumerator<RecommendationDto>>
- {
- // Give this extra weight
- similarToRecentlyPlayed,
- similarToRecentlyPlayed,
-
- // Give this extra weight
- similarToLiked,
- similarToLiked,
- hasDirectorFromRecentlyPlayed,
- hasActorFromRecentlyPlayed
- };
-
- while (categories.Count < categoryLimit)
+ return Ok(recommendations.Select(r => new RecommendationDto
{
- var allEmpty = true;
-
- foreach (var category in categoryTypes)
- {
- if (category.MoveNext())
- {
- categories.Add(category.Current);
- allEmpty = false;
-
- if (categories.Count >= categoryLimit)
- {
- break;
- }
- }
- }
-
- if (allEmpty)
- {
- break;
- }
- }
-
- return Ok(categories.OrderBy(i => i.RecommendationType).AsEnumerable());
- }
-
- private IEnumerable<RecommendationDto> GetWithDirector(
- User? user,
- IEnumerable<string> names,
- int itemLimit,
- DtoOptions dtoOptions,
- RecommendationType type)
- {
- var itemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
- if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
- {
- itemTypes.Add(BaseItemKind.Trailer);
- itemTypes.Add(BaseItemKind.LiveTvProgram);
- }
-
- foreach (var name in names)
- {
- var items = _libraryManager.GetItemList(
- new InternalItemsQuery(user)
- {
- Person = name,
- // Account for duplicates by IMDb id, since the database doesn't support this yet
- Limit = itemLimit + 2,
- PersonTypes = new[] { PersonType.Director },
- IncludeItemTypes = itemTypes.ToArray(),
- IsMovie = true,
- EnableGroupByMetadataKey = true,
- DtoOptions = dtoOptions
- }).DistinctBy(i => i.GetProviderId(MediaBrowser.Model.Entities.MetadataProvider.Imdb) ?? Guid.NewGuid().ToString("N", CultureInfo.InvariantCulture))
- .Take(itemLimit)
- .ToList();
-
- if (items.Count > 0)
- {
- var returnItems = _dtoService.GetBaseItemDtos(items, dtoOptions, user);
-
- yield return new RecommendationDto
- {
- BaselineItemName = name,
- CategoryId = name.GetMD5(),
- RecommendationType = type,
- Items = returnItems
- };
- }
- }
- }
-
- private IEnumerable<RecommendationDto> GetWithActor(User? user, IEnumerable<string> names, int itemLimit, DtoOptions dtoOptions, RecommendationType type)
- {
- var itemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
- if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
- {
- itemTypes.Add(BaseItemKind.Trailer);
- itemTypes.Add(BaseItemKind.LiveTvProgram);
- }
-
- foreach (var name in names)
- {
- var items = _libraryManager.GetItemList(new InternalItemsQuery(user)
- {
- Person = name,
- // Account for duplicates by IMDb id, since the database doesn't support this yet
- Limit = itemLimit + 2,
- IncludeItemTypes = itemTypes.ToArray(),
- IsMovie = true,
- EnableGroupByMetadataKey = true,
- DtoOptions = dtoOptions
- }).DistinctBy(i => i.GetProviderId(MediaBrowser.Model.Entities.MetadataProvider.Imdb) ?? Guid.NewGuid().ToString("N", CultureInfo.InvariantCulture))
- .Take(itemLimit)
- .ToList();
-
- if (items.Count > 0)
- {
- var returnItems = _dtoService.GetBaseItemDtos(items, dtoOptions, user);
-
- yield return new RecommendationDto
- {
- BaselineItemName = name,
- CategoryId = name.GetMD5(),
- RecommendationType = type,
- Items = returnItems
- };
- }
- }
- }
-
- private IEnumerable<RecommendationDto> GetSimilarTo(User? user, IEnumerable<BaseItem> baselineItems, int itemLimit, DtoOptions dtoOptions, RecommendationType type)
- {
- var itemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
- if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
- {
- itemTypes.Add(BaseItemKind.Trailer);
- itemTypes.Add(BaseItemKind.LiveTvProgram);
- }
-
- foreach (var item in baselineItems)
- {
- var similar = _libraryManager.GetItemList(new InternalItemsQuery(user)
- {
- Limit = itemLimit,
- IncludeItemTypes = itemTypes.ToArray(),
- IsMovie = true,
- EnableGroupByMetadataKey = true,
- DtoOptions = dtoOptions
- });
-
- if (similar.Count > 0)
- {
- var returnItems = _dtoService.GetBaseItemDtos(similar, dtoOptions, user);
-
- yield return new RecommendationDto
- {
- BaselineItemName = item.Name,
- CategoryId = item.Id,
- RecommendationType = type,
- Items = returnItems
- };
- }
- }
- }
-
- private IEnumerable<string> GetActors(IEnumerable<BaseItem> items)
- {
- var people = _libraryManager.GetPeople(new InternalPeopleQuery(Array.Empty<string>(), new[] { PersonType.Director })
- {
- MaxListOrder = 3
- });
-
- var itemIds = items.Select(i => i.Id).ToList();
-
- return people
- .Where(i => itemIds.Contains(i.ItemId))
- .Select(i => i.Name)
- .DistinctNames();
- }
-
- private IEnumerable<string> GetDirectors(IEnumerable<BaseItem> items)
- {
- var people = _libraryManager.GetPeople(new InternalPeopleQuery(
- new[] { PersonType.Director },
- Array.Empty<string>()));
-
- var itemIds = items.Select(i => i.Id).ToList();
-
- return people
- .Where(i => itemIds.Contains(i.ItemId))
- .Select(i => i.Name)
- .DistinctNames();
+ BaselineItemName = r.BaselineItemName,
+ CategoryId = r.CategoryId,
+ RecommendationType = r.RecommendationType,
+ Items = _dtoService.GetBaseItemDtos(r.Items, dtoOptions, user)
+ }));
}
}
diff --git a/Jellyfin.Server.Implementations/Item/PeopleRepository.cs b/Jellyfin.Server.Implementations/Item/PeopleRepository.cs
index b612112d49..6062aaca2f 100644
--- a/Jellyfin.Server.Implementations/Item/PeopleRepository.cs
+++ b/Jellyfin.Server.Implementations/Item/PeopleRepository.cs
@@ -165,6 +165,31 @@ public class PeopleRepository(IDbContextFactory<JellyfinDbContext> dbProvider, I
transaction.Commit();
}
+ /// <inheritdoc/>
+ public IReadOnlyList<string> GetPeopleNamesByItems(IReadOnlyList<Guid> itemIds, IReadOnlyList<string> personTypes, int limit)
+ {
+ using var context = _dbProvider.CreateDbContext();
+ var query = context.PeopleBaseItemMap
+ .AsNoTracking()
+ .Where(m => itemIds.Contains(m.ItemId));
+
+ if (personTypes.Count > 0)
+ {
+ query = query.Where(m => personTypes.Contains(m.People.PersonType));
+ }
+
+ var names = query
+ .Select(m => m.People.Name)
+ .Distinct();
+
+ if (limit > 0)
+ {
+ names = names.Take(limit);
+ }
+
+ return names.ToArray();
+ }
+
private PersonInfo Map(People people)
{
var mapping = people.BaseItems?.FirstOrDefault();
@@ -239,7 +264,7 @@ public class PeopleRepository(IDbContextFactory<JellyfinDbContext> dbProvider, I
if (filter.MaxListOrder.HasValue && !filter.ItemId.IsEmpty())
{
- query = query.Where(e => e.BaseItems!.Where(w => w.ItemId == filter.ItemId).OrderBy(w => w.ListOrder).First().ListOrder <= filter.MaxListOrder.Value);
+ query = query.Where(e => e.BaseItems!.Any(w => w.ItemId == filter.ItemId && w.ListOrder <= filter.MaxListOrder.Value));
}
if (!string.IsNullOrWhiteSpace(filter.NameContains))
diff --git a/MediaBrowser.Controller/Entities/BaseItem.cs b/MediaBrowser.Controller/Entities/BaseItem.cs
index 4cdcaabbb1..e24b60f69f 100644
--- a/MediaBrowser.Controller/Entities/BaseItem.cs
+++ b/MediaBrowser.Controller/Entities/BaseItem.cs
@@ -94,6 +94,8 @@ namespace MediaBrowser.Controller.Entities
private string _name;
+ private string _originalLanguage;
+
public const char SlugChar = '-';
protected BaseItem()
@@ -217,7 +219,11 @@ namespace MediaBrowser.Controller.Entities
public string OriginalTitle { get; set; }
[JsonIgnore]
- public string OriginalLanguage { get; set; }
+ public string OriginalLanguage
+ {
+ get => _originalLanguage;
+ set => _originalLanguage = LocalizationManager?.FindLanguageInfo(value)?.TwoLetterISOLanguageName ?? value;
+ }
/// <summary>
/// Gets or sets the id.
@@ -1564,7 +1570,7 @@ namespace MediaBrowser.Controller.Entities
}
/// <summary>
- /// Gets the preferred metadata language.
+ /// Gets the preferred metadata country code.
/// </summary>
/// <returns>System.String.</returns>
public string GetPreferredMetadataCountryCode()
@@ -1598,6 +1604,15 @@ namespace MediaBrowser.Controller.Entities
return lang;
}
+ /// <summary>
+ /// Gets the original language of the item, inheriting from parent items if necessary.
+ /// </summary>
+ /// <returns>System.String.</returns>
+ public virtual string GetInheritedOriginalLanguage()
+ {
+ return OriginalLanguage;
+ }
+
public virtual bool IsSaveLocalMetadataEnabled()
{
if (SourceType == SourceType.Channel)
diff --git a/MediaBrowser.Controller/Entities/TV/Episode.cs b/MediaBrowser.Controller/Entities/TV/Episode.cs
index dbe6f94dfd..42e4f79942 100644
--- a/MediaBrowser.Controller/Entities/TV/Episode.cs
+++ b/MediaBrowser.Controller/Entities/TV/Episode.cs
@@ -153,6 +153,12 @@ namespace MediaBrowser.Controller.Entities.TV
return 16.0 / 9;
}
+ /// <inheritdoc />
+ public override string GetInheritedOriginalLanguage()
+ {
+ return OriginalLanguage ?? Series?.GetInheritedOriginalLanguage();
+ }
+
public override List<string> GetUserDataKeys()
{
var list = base.GetUserDataKeys();
diff --git a/MediaBrowser.Controller/Entities/TV/Season.cs b/MediaBrowser.Controller/Entities/TV/Season.cs
index f70f7dfb4c..e96ed05a5e 100644
--- a/MediaBrowser.Controller/Entities/TV/Season.cs
+++ b/MediaBrowser.Controller/Entities/TV/Season.cs
@@ -128,6 +128,12 @@ namespace MediaBrowser.Controller.Entities.TV
return result;
}
+ /// <inheritdoc />
+ public override string GetInheritedOriginalLanguage()
+ {
+ return OriginalLanguage ?? Series?.GetInheritedOriginalLanguage();
+ }
+
public override string CreatePresentationUniqueKey()
{
if (IndexNumber.HasValue)
diff --git a/MediaBrowser.Controller/Entities/Video.cs b/MediaBrowser.Controller/Entities/Video.cs
index 80bcd62dcd..44cae5197a 100644
--- a/MediaBrowser.Controller/Entities/Video.cs
+++ b/MediaBrowser.Controller/Entities/Video.cs
@@ -278,6 +278,17 @@ namespace MediaBrowser.Controller.Entities
return linkedVersionCount + localVersionCount + 1;
}
+ /// <inheritdoc />
+ public override string GetInheritedOriginalLanguage()
+ {
+ if (ExtraType.GetValueOrDefault() == Model.Entities.ExtraType.Trailer)
+ {
+ return GetOwner()?.GetInheritedOriginalLanguage();
+ }
+
+ return OriginalLanguage ?? GetOwner()?.GetInheritedOriginalLanguage();
+ }
+
public override List<string> GetUserDataKeys()
{
var list = base.GetUserDataKeys();
diff --git a/MediaBrowser.Controller/Library/IBatchLocalSimilarItemsProvider.cs b/MediaBrowser.Controller/Library/IBatchLocalSimilarItemsProvider.cs
new file mode 100644
index 0000000000..af49711606
--- /dev/null
+++ b/MediaBrowser.Controller/Library/IBatchLocalSimilarItemsProvider.cs
@@ -0,0 +1,26 @@
+using System;
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using MediaBrowser.Controller.Entities;
+
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// A local similar items provider that supports batch queries across multiple source items.
+/// Implementations share access filtering and entity loading across all sources for better performance.
+/// </summary>
+public interface IBatchLocalSimilarItemsProvider : ISimilarItemsProvider
+{
+ /// <summary>
+ /// Gets similar items for multiple source items in a single batch.
+ /// </summary>
+ /// <param name="sourceItems">The source items to find similar items for.</param>
+ /// <param name="query">The query options.</param>
+ /// <param name="cancellationToken">The cancellation token.</param>
+ /// <returns>Per-source-item results keyed by source item ID.</returns>
+ Task<Dictionary<Guid, IReadOnlyList<BaseItem>>> GetBatchSimilarItemsAsync(
+ IReadOnlyList<BaseItem> sourceItems,
+ SimilarItemsQuery query,
+ CancellationToken cancellationToken);
+}
diff --git a/MediaBrowser.Controller/Library/ILibraryManager.cs b/MediaBrowser.Controller/Library/ILibraryManager.cs
index f4c2196400..c23eba75ef 100644
--- a/MediaBrowser.Controller/Library/ILibraryManager.cs
+++ b/MediaBrowser.Controller/Library/ILibraryManager.cs
@@ -598,6 +598,15 @@ namespace MediaBrowser.Controller.Library
IReadOnlyList<string> GetPeopleNames(InternalPeopleQuery query);
/// <summary>
+ /// Gets distinct people names for multiple items.
+ /// </summary>
+ /// <param name="itemIds">The item IDs.</param>
+ /// <param name="personTypes">The person types to include.</param>
+ /// <param name="limit">Maximum number of names.</param>
+ /// <returns>The distinct people names.</returns>
+ IReadOnlyList<string> GetPeopleNamesByItems(IReadOnlyList<Guid> itemIds, IReadOnlyList<string> personTypes, int limit);
+
+ /// <summary>
/// Queries the items.
/// </summary>
/// <param name="query">The query.</param>
diff --git a/MediaBrowser.Controller/Library/ISimilarItemsManager.cs b/MediaBrowser.Controller/Library/ISimilarItemsManager.cs
index 0ced6f71ee..36fa547eeb 100644
--- a/MediaBrowser.Controller/Library/ISimilarItemsManager.cs
+++ b/MediaBrowser.Controller/Library/ISimilarItemsManager.cs
@@ -6,6 +6,7 @@ using Jellyfin.Database.Implementations.Entities;
using MediaBrowser.Controller.Dto;
using MediaBrowser.Controller.Entities;
using MediaBrowser.Model.Configuration;
+using MediaBrowser.Model.Dto;
namespace MediaBrowser.Controller.Library;
@@ -47,4 +48,23 @@ public interface ISimilarItemsManager
int? limit,
LibraryOptions? libraryOptions,
CancellationToken cancellationToken);
+
+ /// <summary>
+ /// Builds movie recommendations for a user: a mix of similar-items and person-based categories,
+ /// scheduled round-robin and capped to <paramref name="categoryLimit"/>.
+ /// </summary>
+ /// <param name="user">The user the recommendations are for. May be <see langword="null"/> for anonymous access.</param>
+ /// <param name="parentId">The library/folder to localize the search to. Pass <see cref="Guid.Empty"/> to use the root.</param>
+ /// <param name="categoryLimit">Maximum number of recommendation categories to return.</param>
+ /// <param name="itemLimit">Maximum number of items per category.</param>
+ /// <param name="dtoOptions">DTO options used when querying the library.</param>
+ /// <param name="cancellationToken">The cancellation token.</param>
+ /// <returns>The list of recommendation categories, ordered by <see cref="RecommendationType"/>.</returns>
+ Task<IReadOnlyList<SimilarItemsRecommendation>> GetMovieRecommendationsAsync(
+ User? user,
+ Guid parentId,
+ int categoryLimit,
+ int itemLimit,
+ DtoOptions dtoOptions,
+ CancellationToken cancellationToken);
}
diff --git a/MediaBrowser.Controller/Library/SimilarItemsRecommendation.cs b/MediaBrowser.Controller/Library/SimilarItemsRecommendation.cs
new file mode 100644
index 0000000000..71346fcadf
--- /dev/null
+++ b/MediaBrowser.Controller/Library/SimilarItemsRecommendation.cs
@@ -0,0 +1,32 @@
+using System;
+using System.Collections.Generic;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Model.Dto;
+
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// A recommendation category derived from a baseline item, holding similar items prior to DTO conversion.
+/// </summary>
+public sealed class SimilarItemsRecommendation
+{
+ /// <summary>
+ /// Gets the display name of the baseline item the recommendation is based on.
+ /// </summary>
+ public required string BaselineItemName { get; init; }
+
+ /// <summary>
+ /// Gets an identifier for the recommendation category.
+ /// </summary>
+ public required Guid CategoryId { get; init; }
+
+ /// <summary>
+ /// Gets the recommendation type.
+ /// </summary>
+ public required RecommendationType RecommendationType { get; init; }
+
+ /// <summary>
+ /// Gets the similar items for the baseline, ordered by relevance.
+ /// </summary>
+ public required IReadOnlyList<BaseItem> Items { get; init; }
+}
diff --git a/MediaBrowser.Controller/Persistence/IPeopleRepository.cs b/MediaBrowser.Controller/Persistence/IPeopleRepository.cs
index a89f3ef9ee..7474130ec4 100644
--- a/MediaBrowser.Controller/Persistence/IPeopleRepository.cs
+++ b/MediaBrowser.Controller/Persistence/IPeopleRepository.cs
@@ -32,4 +32,13 @@ public interface IPeopleRepository
/// <param name="filter">The query.</param>
/// <returns>The list of people names matching the filter.</returns>
IReadOnlyList<string> GetPeopleNames(InternalPeopleQuery filter);
+
+ /// <summary>
+ /// Gets distinct people names for multiple items efficiently by querying from the mapping table.
+ /// </summary>
+ /// <param name="itemIds">The item IDs to get people for.</param>
+ /// <param name="personTypes">The person types to include (e.g. "Actor", "Director").</param>
+ /// <param name="limit">Maximum number of names to return.</param>
+ /// <returns>The distinct people names.</returns>
+ IReadOnlyList<string> GetPeopleNamesByItems(IReadOnlyList<Guid> itemIds, IReadOnlyList<string> personTypes, int limit);
}
diff --git a/MediaBrowser.Providers/Plugins/Omdb/OmdbProvider.cs b/MediaBrowser.Providers/Plugins/Omdb/OmdbProvider.cs
index 4882822766..f562d64ddd 100644
--- a/MediaBrowser.Providers/Plugins/Omdb/OmdbProvider.cs
+++ b/MediaBrowser.Providers/Plugins/Omdb/OmdbProvider.cs
@@ -413,7 +413,7 @@ namespace MediaBrowser.Providers.Plugins.Omdb
}
item.Overview = result.Plot;
- item.OriginalLanguage = result.Language;
+ item.OriginalLanguage = result.Language?.Split(',', StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries).FirstOrDefault();
if (!Plugin.Instance.Configuration.CastAndCrew)
{