143 lines
4.1 KiB
Ruby
143 lines
4.1 KiB
Ruby
# frozen_string_literal: true
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class Trends::Statuses < Trends::Base
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PREFIX = 'trending_statuses'
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self.default_options = {
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threshold: 5,
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review_threshold: 3,
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score_halflife: 2.hours.freeze,
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}
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class Query < Trends::Query
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def filtered_for!(account)
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@account = account
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self
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end
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def filtered_for(account)
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clone.filtered_for!(account)
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end
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private
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def apply_scopes(scope)
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scope.includes(:account)
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end
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def perform_queries
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return super if @account.nil?
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statuses = super
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account_ids = statuses.map(&:account_id)
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account_domains = statuses.map(&:account_domain)
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preloaded_relations = {
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blocking: Account.blocking_map(account_ids, @account.id),
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blocked_by: Account.blocked_by_map(account_ids, @account.id),
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muting: Account.muting_map(account_ids, @account.id),
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following: Account.following_map(account_ids, @account.id),
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domain_blocking_by_domain: Account.domain_blocking_map_by_domain(account_domains, @account.id),
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}
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statuses.reject { |status| StatusFilter.new(status, @account, preloaded_relations).filtered? }
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end
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end
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def register(status, at_time = Time.now.utc)
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add(status.proper, status.account_id, at_time) if eligible?(status)
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end
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def add(status, _account_id, at_time = Time.now.utc)
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# We rely on the total reblogs and favourites count, so we
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# don't record which account did the what and when here
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record_used_id(status.id, at_time)
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end
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def query
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Query.new(key_prefix, klass)
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end
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def refresh(at_time = Time.now.utc)
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statuses = Status.where(id: (recently_used_ids(at_time) + currently_trending_ids(false, -1)).uniq).includes(:account, :media_attachments)
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calculate_scores(statuses, at_time)
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trim_older_items
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end
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def request_review
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statuses = Status.where(id: currently_trending_ids(false, -1)).includes(:account)
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statuses.filter_map do |status|
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next unless would_be_trending?(status.id) && !status.trendable? && status.requires_review_notification?
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status.account.touch(:requested_review_at)
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status
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end
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end
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protected
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def key_prefix
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PREFIX
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end
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def klass
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Status
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end
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private
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def eligible?(status)
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original_status = status.proper
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original_status.public_visibility? &&
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original_status.account.discoverable? && !original_status.account.silenced? &&
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original_status.spoiler_text.blank? && !original_status.sensitive? && !original_status.reply?
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end
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def calculate_scores(statuses, at_time)
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redis.pipelined do
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statuses.each do |status|
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expected = 1.0
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observed = (status.reblogs_count + status.favourites_count).to_f
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score = begin
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if expected > observed || observed < options[:threshold]
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0
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else
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((observed - expected)**2) / expected
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end
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end
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decaying_score = score * (0.5**((at_time.to_f - status.created_at.to_f) / options[:score_halflife].to_f))
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add_to_and_remove_from_subsets(status.id, decaying_score, {
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all: true,
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allowed: status.trendable? && status.account.discoverable?,
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})
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next unless valid_locale?(status.language)
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add_to_and_remove_from_subsets(status.id, decaying_score, {
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"all:#{status.language}" => true,
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"allowed:#{status.language}" => status.trendable? && status.account.discoverable?,
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})
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end
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# Clean up localized sets by calculating the intersection with the main
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# set. We do this instead of just deleting the localized sets to avoid
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# having moments where the API returns empty results
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Trends.available_locales.each do |locale|
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redis.zinterstore("#{key_prefix}:all:#{locale}", ["#{key_prefix}:all:#{locale}", "#{key_prefix}:all"], aggregate: 'max')
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redis.zinterstore("#{key_prefix}:allowed:#{locale}", ["#{key_prefix}:allowed:#{locale}", "#{key_prefix}:all"], aggregate: 'max')
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end
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end
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end
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def would_be_trending?(id)
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score(id) > score_at_rank(options[:review_threshold] - 1)
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end
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end
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