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_id, limit = 50) body, status = HttpartyCache.get("#{Danbooru.config.recommender_server}/recommend/#{user_id}", params: { limit: limit }, expiry: CACHE_LIFETIME) return [] if status != 200 process_recs(body) end def recommend_for_post(post_id, limit = 50) body, status = HttpartyCache.get("#{Danbooru.config.recommender_server}/similar/#{post_id}", params: { limit: limit }, expiry: CACHE_LIFETIME) return [] if status != 200 process_recs(body).reject { |rec| rec[:post].id == post_id } end def process_recs(recs) recs = JSON.parse(recs).to_h recs = Post.where(id: recs.keys).map { |post| { score: recs[post.id], post: post } } recs = recs.sort_by { |rec| -rec[:score] } recs end end