# frozen_string_literal: true class Trends::Statuses < Trends::Base PREFIX = 'trending_statuses' self.default_options = { threshold: 5, review_threshold: 3, score_halflife: 2.hours.freeze, decay_threshold: 0.3, } class Query < Trends::Query def filtered_for!(account) @account = account self end def filtered_for(account) clone.filtered_for!(account) end private def apply_scopes(scope) if @account.nil? scope else scope.not_excluded_by_account(@account).not_domain_blocked_by_account(@account) end end end def register(status, at_time = Time.now.utc) add(status.proper, status.account_id, at_time) if eligible?(status.proper) end def add(status, _account_id, at_time = Time.now.utc) # We rely on the total reblogs and favourites count, so we # don't record which account did the what and when here record_used_id(status.id, at_time) end def query Query.new(key_prefix, klass) end def refresh(at_time = Time.now.utc) statuses = Status.where(id: (recently_used_ids(at_time) + currently_trending_ids(false, -1)).uniq).includes(:account, :media_attachments) calculate_scores(statuses, at_time) end def request_review statuses = Status.where(id: currently_trending_ids(false, -1)).includes(:account) statuses.filter_map do |status| next unless would_be_trending?(status.id) && !status.trendable? && status.requires_review_notification? status.account.touch(:requested_review_at) status end end protected def key_prefix PREFIX end def klass Status end private def eligible?(status) status.public_visibility? && status.account.discoverable? && !status.account.silenced? && status.spoiler_text.blank? && !status.sensitive? && !status.reply? end def calculate_scores(statuses, at_time) global_items = [] locale_items = Hash.new { |h, key| h[key] = [] } statuses.each do |status| expected = 1.0 observed = (status.reblogs_count + status.favourites_count).to_f score = begin if expected > observed || observed < options[:threshold] 0 else ((observed - expected)**2) / expected end end decaying_score = score * (0.5**((at_time.to_f - status.created_at.to_f) / options[:score_halflife].to_f)) next unless decaying_score >= options[:decay_threshold] global_items << { score: decaying_score, item: status } locale_items[status.language] << { account_id: status.account_id, score: decaying_score, item: status } if valid_locale?(status.language) end replace_items('', global_items) Trends.available_locales.each do |locale| replace_items(":#{locale}", locale_items[locale]) end end def filter_for_allowed_items(items) # Show only one status per account, pick the one with the highest score # that's also eligible to trend items.group_by { |item| item[:account_id] }.values.filter_map { |account_items| account_items.select { |item| item[:item].trendable? && item[:item].account.discoverable? }.max_by { |item| item[:score] } } end def would_be_trending?(id) score(id) > score_at_rank(options[:review_threshold] - 1) end end