module RecommenderService module_function MIN_POST_FAVS = 5 MIN_USER_FAVS = 50 CACHE_LIFETIME = 4.hours def enabled? Danbooru.config.recommender_server.present? end def available_for_post?(post) enabled? && post.fav_count > MIN_POST_FAVS end def available_for_user?(user) enabled? && user.favorite_count > MIN_USER_FAVS end def recommend_for_user(user, tags: nil, limit: 50) response = Danbooru::Http.cache(CACHE_LIFETIME).get("#{Danbooru.config.recommender_server}/recommend/#{user.id}", params: { limit: limit }) return [] if response.status != 200 process_recs(response.parse, tags: tags, uploader: user, favoriter: user) end def recommend_for_post(post, tags: nil, limit: 50) response = Danbooru::Http.cache(CACHE_LIFETIME).get("#{Danbooru.config.recommender_server}/similar/#{post.id}", params: { limit: limit }) return [] if response.status != 200 process_recs(response.parse, post: post, tags: tags) end def process_recs(recs, post: nil, uploader: nil, favoriter: nil, tags: nil) posts = Post.where(id: recs.map(&:first)) posts = posts.where.not(id: post.id) if post posts = posts.where.not(uploader_id: uploader.id) if uploader posts = posts.where.not(id: favoriter.favorites.select(:post_id)) if favoriter posts = posts.where(id: Post.user_tag_match(tags).reorder(nil).select(:id)) if tags.present? id_to_score = recs.to_h recs = posts.map { |post| { score: id_to_score[post.id], post: post } } recs = recs.sort_by { |rec| -rec[:score] } recs end def search(params) if params[:user_name].present? user = User.find_by_name(params[:user_name]) elsif params[:user_id].present? user = User.find(params[:user_id]) elsif params[:post_id].present? post = Post.find(params[:post_id]) end if user.present? raise User::PrivilegeError unless Pundit.policy!(CurrentUser.user, user).can_see_favorites? max_recommendations = params.fetch(:max_recommendations, user.favorite_count + 500).to_i.clamp(0, 50000) recs = RecommenderService.recommend_for_user(user, tags: params[:post_tags_match], limit: max_recommendations) elsif post.present? max_recommendations = params.fetch(:max_recommendations, 100).to_i.clamp(0, 1000) recs = RecommenderService.recommend_for_post(post, tags: params[:post_tags_match], limit: max_recommendations) else recs = [] end recs end end