using MediaBrowser.Common.Extensions; using MediaBrowser.Controller.Dto; using MediaBrowser.Controller.Entities; using MediaBrowser.Controller.Entities.Movies; using MediaBrowser.Controller.Library; using MediaBrowser.Controller.Net; using MediaBrowser.Controller.Persistence; using MediaBrowser.Model.Dto; using MediaBrowser.Model.Entities; using MediaBrowser.Model.Querying; using MoreLinq; using ServiceStack; using System; using System.Collections.Generic; using System.Linq; using System.Threading.Tasks; using MediaBrowser.Controller.Configuration; using MediaBrowser.Controller.LiveTv; namespace MediaBrowser.Api.Movies { /// /// Class GetSimilarMovies /// [Route("/Movies/{Id}/Similar", "GET", Summary = "Finds movies and trailers similar to a given movie.")] public class GetSimilarMovies : BaseGetSimilarItemsFromItem { } /// /// Class GetSimilarTrailers /// [Route("/Trailers/{Id}/Similar", "GET", Summary = "Finds movies and trailers similar to a given trailer.")] public class GetSimilarTrailers : BaseGetSimilarItemsFromItem { } [Route("/Movies/Recommendations", "GET", Summary = "Gets movie recommendations")] public class GetMovieRecommendations : IReturn, IHasItemFields { [ApiMember(Name = "CategoryLimit", Description = "The max number of categories to return", IsRequired = false, DataType = "int", ParameterType = "query", Verb = "GET")] public int CategoryLimit { get; set; } [ApiMember(Name = "ItemLimit", Description = "The max number of items to return per category", IsRequired = false, DataType = "int", ParameterType = "query", Verb = "GET")] public int ItemLimit { get; set; } /// /// Gets or sets the user id. /// /// The user id. [ApiMember(Name = "UserId", Description = "Optional. Filter by user id, and attach user data", IsRequired = false, DataType = "string", ParameterType = "query", Verb = "GET")] public string UserId { get; set; } /// /// Specify this to localize the search to a specific item or folder. Omit to use the root. /// /// The parent id. [ApiMember(Name = "ParentId", Description = "Specify this to localize the search to a specific item or folder. Omit to use the root", IsRequired = false, DataType = "string", ParameterType = "query", Verb = "GET")] public string ParentId { get; set; } public GetMovieRecommendations() { CategoryLimit = 5; ItemLimit = 8; } public string Fields { get; set; } } /// /// Class MoviesService /// [Authenticated] public class MoviesService : BaseApiService { /// /// The _user manager /// private readonly IUserManager _userManager; /// /// The _user data repository /// private readonly IUserDataManager _userDataRepository; /// /// The _library manager /// private readonly ILibraryManager _libraryManager; private readonly IItemRepository _itemRepo; private readonly IDtoService _dtoService; private readonly IServerConfigurationManager _config; /// /// Initializes a new instance of the class. /// /// The user manager. /// The user data repository. /// The library manager. /// The item repo. /// The dto service. public MoviesService(IUserManager userManager, IUserDataManager userDataRepository, ILibraryManager libraryManager, IItemRepository itemRepo, IDtoService dtoService, IServerConfigurationManager config) { _userManager = userManager; _userDataRepository = userDataRepository; _libraryManager = libraryManager; _itemRepo = itemRepo; _dtoService = dtoService; _config = config; } /// /// Gets the specified request. /// /// The request. /// System.Object. public async Task Get(GetSimilarMovies request) { var result = await GetSimilarItemsResult(request).ConfigureAwait(false); return ToOptimizedSerializedResultUsingCache(result); } public async Task Get(GetSimilarTrailers request) { var result = await GetSimilarItemsResult(request).ConfigureAwait(false); return ToOptimizedSerializedResultUsingCache(result); } public async Task Get(GetMovieRecommendations request) { var user = _userManager.GetUserById(request.UserId); var dtoOptions = GetDtoOptions(request); dtoOptions.Fields = request.GetItemFields().ToList(); var result = GetRecommendationCategories(user, request.ParentId, request.CategoryLimit, request.ItemLimit, dtoOptions); return ToOptimizedResult(result); } private async Task> GetSimilarItemsResult(BaseGetSimilarItemsFromItem request) { var user = !string.IsNullOrWhiteSpace(request.UserId) ? _userManager.GetUserById(request.UserId) : null; var item = string.IsNullOrEmpty(request.Id) ? (!string.IsNullOrWhiteSpace(request.UserId) ? user.RootFolder : _libraryManager.RootFolder) : _libraryManager.GetItemById(request.Id); var itemTypes = new List { typeof(Movie).Name }; if (_config.Configuration.EnableExternalContentInSuggestions) { itemTypes.Add(typeof(Trailer).Name); itemTypes.Add(typeof(LiveTvProgram).Name); } var dtoOptions = GetDtoOptions(request); var itemsResult = _libraryManager.GetItemList(new InternalItemsQuery(user) { Limit = request.Limit, IncludeItemTypes = itemTypes.ToArray(), IsMovie = true, SimilarTo = item, EnableGroupByMetadataKey = true, Fields = dtoOptions.Fields }).ToList(); var result = new QueryResult { Items = (await _dtoService.GetBaseItemDtos(itemsResult, dtoOptions, user).ConfigureAwait(false)).ToArray(), TotalRecordCount = itemsResult.Count }; return result; } private IEnumerable GetRecommendationCategories(User user, string parentId, int categoryLimit, int itemLimit, DtoOptions dtoOptions) { var categories = new List(); var parentIdGuid = string.IsNullOrWhiteSpace(parentId) ? (Guid?)null : new Guid(parentId); var query = new InternalItemsQuery(user) { IncludeItemTypes = new[] { typeof(Movie).Name, //typeof(Trailer).Name, //typeof(LiveTvProgram).Name }, // IsMovie = true SortBy = new[] { ItemSortBy.DatePlayed, ItemSortBy.Random }, SortOrder = SortOrder.Descending, Limit = 7, ParentId = parentIdGuid, Recursive = true, IsPlayed = true, Fields = dtoOptions.Fields }; var recentlyPlayedMovies = _libraryManager.GetItemList(query).ToList(); var itemTypes = new List { typeof(Movie).Name }; if (_config.Configuration.EnableExternalContentInSuggestions) { itemTypes.Add(typeof(Trailer).Name); itemTypes.Add(typeof(LiveTvProgram).Name); } var likedMovies = _libraryManager.GetItemList(new InternalItemsQuery(user) { IncludeItemTypes = itemTypes.ToArray(), IsMovie = true, SortBy = new[] { ItemSortBy.Random }, SortOrder = SortOrder.Descending, Limit = 10, IsFavoriteOrLiked = true, ExcludeItemIds = recentlyPlayedMovies.Select(i => i.Id.ToString("N")).ToArray(), EnableGroupByMetadataKey = true, ParentId = parentIdGuid, Recursive = true, Fields = dtoOptions.Fields }).ToList(); var mostRecentMovies = recentlyPlayedMovies.Take(6).ToList(); // Get recently played directors var recentDirectors = GetDirectors(mostRecentMovies) .OrderBy(i => Guid.NewGuid()) .ToList(); // Get recently played actors var recentActors = GetActors(mostRecentMovies) .OrderBy(i => Guid.NewGuid()) .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> { // Give this extra weight similarToRecentlyPlayed, similarToRecentlyPlayed, // Give this extra weight similarToLiked, similarToLiked, hasDirectorFromRecentlyPlayed, hasActorFromRecentlyPlayed }; 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).ThenBy(i => Guid.NewGuid()); } private IEnumerable GetWithDirector(User user, IEnumerable names, int itemLimit, DtoOptions dtoOptions, RecommendationType type) { var itemTypes = new List { typeof(Movie).Name }; if (_config.Configuration.EnableExternalContentInSuggestions) { itemTypes.Add(typeof(Trailer).Name); itemTypes.Add(typeof(LiveTvProgram).Name); } 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, Fields = dtoOptions.Fields }).DistinctBy(i => i.GetProviderId(MetadataProviders.Imdb) ?? Guid.NewGuid().ToString("N")) .Take(itemLimit) .ToList(); if (items.Count > 0) { yield return new RecommendationDto { BaselineItemName = name, CategoryId = name.GetMD5().ToString("N"), RecommendationType = type, Items = _dtoService.GetBaseItemDtos(items, dtoOptions, user).Result.ToArray() }; } } } private IEnumerable GetWithActor(User user, IEnumerable names, int itemLimit, DtoOptions dtoOptions, RecommendationType type) { var itemTypes = new List { typeof(Movie).Name }; if (_config.Configuration.EnableExternalContentInSuggestions) { itemTypes.Add(typeof(Trailer).Name); itemTypes.Add(typeof(LiveTvProgram).Name); } 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, Fields = dtoOptions.Fields }).DistinctBy(i => i.GetProviderId(MetadataProviders.Imdb) ?? Guid.NewGuid().ToString("N")) .Take(itemLimit) .ToList(); if (items.Count > 0) { yield return new RecommendationDto { BaselineItemName = name, CategoryId = name.GetMD5().ToString("N"), RecommendationType = type, Items = _dtoService.GetBaseItemDtos(items, dtoOptions, user).Result.ToArray() }; } } } private IEnumerable GetSimilarTo(User user, List baselineItems, int itemLimit, DtoOptions dtoOptions, RecommendationType type) { var itemTypes = new List { typeof(Movie).Name }; if (_config.Configuration.EnableExternalContentInSuggestions) { itemTypes.Add(typeof(Trailer).Name); itemTypes.Add(typeof(LiveTvProgram).Name); } foreach (var item in baselineItems) { var similar = _libraryManager.GetItemList(new InternalItemsQuery(user) { Limit = itemLimit, IncludeItemTypes = itemTypes.ToArray(), IsMovie = true, SimilarTo = item, EnableGroupByMetadataKey = true, Fields = dtoOptions.Fields }).ToList(); if (similar.Count > 0) { yield return new RecommendationDto { BaselineItemName = item.Name, CategoryId = item.Id.ToString("N"), RecommendationType = type, Items = _dtoService.GetBaseItemDtos(similar, dtoOptions, user).Result.ToArray() }; } } } private IEnumerable GetActors(IEnumerable items) { var people = _libraryManager.GetPeople(new InternalPeopleQuery { ExcludePersonTypes = new List { 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 GetDirectors(IEnumerable items) { var people = _libraryManager.GetPeople(new InternalPeopleQuery { PersonTypes = new List { PersonType.Director } }); var itemIds = items.Select(i => i.Id).ToList(); return people .Where(i => itemIds.Contains(i.ItemId)) .Select(i => i.Name) .DistinctNames(); } } }