# frozen_string_literal: true class Trends::Links < Trends::Base PREFIX = 'trending_links' self.default_options = { threshold: 5, review_threshold: 3, max_score_cooldown: 2.days.freeze, max_score_halflife: 8.hours.freeze, } def register(status, at_time = Time.now.utc) original_status = status.reblog? ? status.reblog : status return unless original_status.public_visibility? && status.public_visibility? && !original_status.account.silenced? && !status.account.silenced? && !original_status.spoiler_text? original_status.preview_cards.each do |preview_card| add(preview_card, status.account_id, at_time) if preview_card.appropriate_for_trends? end end def add(preview_card, account_id, at_time = Time.now.utc) preview_card.history.add(account_id, at_time) record_used_id(preview_card.id, at_time) end def refresh(at_time = Time.now.utc) preview_cards = PreviewCard.where(id: (recently_used_ids(at_time) + currently_trending_ids(false, -1)).uniq) calculate_scores(preview_cards, at_time) trim_older_items end def request_review preview_cards = PreviewCard.where(id: currently_trending_ids(false, -1)) preview_cards.filter_map do |preview_card| next unless would_be_trending?(preview_card.id) && !preview_card.trendable? && preview_card.requires_review_notification? if preview_card.provider.nil? preview_card.provider = PreviewCardProvider.create(domain: preview_card.domain, requested_review_at: Time.now.utc) else preview_card.provider.touch(:requested_review_at) end preview_card end end protected def key_prefix PREFIX end def klass PreviewCard end private def calculate_scores(preview_cards, at_time) preview_cards.each do |preview_card| expected = preview_card.history.get(at_time - 1.day).accounts.to_f expected = 1.0 if expected.zero? observed = preview_card.history.get(at_time).accounts.to_f max_time = preview_card.max_score_at max_score = preview_card.max_score max_score = 0 if max_time.nil? || max_time < (at_time - options[:max_score_cooldown]) score = begin if expected > observed || observed < options[:threshold] 0 else ((observed - expected)**2) / expected end end if score > max_score max_score = score max_time = at_time # Not interested in triggering any callbacks for this preview_card.update_columns(max_score: max_score, max_score_at: max_time) end decaying_score = max_score * (0.5**((at_time.to_f - max_time.to_f) / options[:max_score_halflife].to_f)) add_to_and_remove_from_subsets(preview_card.id, decaying_score, { all: true, allowed: preview_card.trendable?, }) next unless valid_locale?(preview_card.language) add_to_and_remove_from_subsets(preview_card.id, decaying_score, { "all:#{preview_card.language}" => true, "allowed:#{preview_card.language}" => preview_card.trendable?, }) end # Clean up localized sets by calculating the intersection with the main # set. We do this instead of just deleting the localized sets to avoid # having moments where the API returns empty results redis.pipelined do Trends.available_locales.each do |locale| redis.zinterstore("#{key_prefix}:all:#{locale}", ["#{key_prefix}:all:#{locale}", "#{key_prefix}:all"], aggregate: 'max') redis.zinterstore("#{key_prefix}:allowed:#{locale}", ["#{key_prefix}:allowed:#{locale}", "#{key_prefix}:all"], aggregate: 'max') end end end def would_be_trending?(id) score(id) > score_at_rank(options[:review_threshold] - 1) end end