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YuruToot/app/models/trends/links.rb
Eugen Rochko 6e50134a42
Add trending links (#16917)
* Add trending links

* Add overriding specific links trendability

* Add link type to preview cards and only trend articles

Change trends review notifications from being sent every 5 minutes to being sent every 2 hours

Change threshold from 5 unique accounts to 15 unique accounts

* Fix tests
2021-11-25 13:07:38 +01:00

118 lines
3.7 KiB
Ruby

# frozen_string_literal: true
class Trends::Links < Trends::Base
PREFIX = 'trending_links'
self.default_options = {
threshold: 15,
review_threshold: 10,
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 get(allowed, limit)
preview_card_ids = currently_trending_ids(allowed, limit)
preview_cards = PreviewCard.where(id: preview_card_ids).index_by(&:id)
preview_card_ids.map { |id| preview_cards[id] }.compact
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_requiring_review = 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
return if preview_cards_requiring_review.empty?
User.staff.includes(:account).find_each do |user|
AdminMailer.new_trending_links(user.account, preview_cards_requiring_review).deliver_later! if user.allows_trending_tag_emails?
end
end
protected
def key_prefix
PREFIX
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))
if decaying_score.zero?
redis.zrem("#{PREFIX}:all", preview_card.id)
redis.zrem("#{PREFIX}:allowed", preview_card.id)
else
redis.zadd("#{PREFIX}:all", decaying_score, preview_card.id)
if preview_card.trendable?
redis.zadd("#{PREFIX}:allowed", decaying_score, preview_card.id)
else
redis.zrem("#{PREFIX}:allowed", preview_card.id)
end
end
end
end
def would_be_trending?(id)
score(id) > score_at_rank(options[:review_threshold] - 1)
end
end