discourse/app/services/topic_summarization.rb

126 lines
3.5 KiB
Ruby

# frozen_string_literal: true
class TopicSummarization
def initialize(strategy)
@strategy = strategy
end
def summarize(topic, user, opts = {})
existing_summary = SummarySection.find_by(target: topic, meta_section_id: nil)
# Existing summary shouldn't be nil in this scenario because the controller checks its existence.
return if !user && !existing_summary
targets_data = summary_targets(topic).pluck(:post_number, :raw, :username)
current_topic_sha = build_sha(targets_data.map(&:first))
can_summarize = Summarization::Base.can_request_summary_for?(user)
if use_cached?(existing_summary, can_summarize, current_topic_sha, !!opts[:skip_age_check])
# It's important that we signal a cached summary is outdated
if can_summarize && new_targets?(existing_summary, current_topic_sha)
existing_summary.mark_as_outdated
end
return existing_summary
end
delete_cached_summaries_of(topic) if existing_summary
content = {
resource_path: "#{Discourse.base_path}/t/-/#{topic.id}",
content_title: topic.title,
contents: [],
}
targets_data.map do |(pn, raw, username)|
content[:contents] << { poster: username, id: pn, text: raw }
end
summarization_result = strategy.summarize(content)
cache_summary(summarization_result, targets_data.map(&:first), topic)
end
def summary_targets(topic)
topic.has_summary? ? best_replies(topic) : pick_selection(topic)
end
private
attr_reader :strategy
def best_replies(topic)
Post
.summary(topic.id)
.where("post_type = ?", Post.types[:regular])
.where("NOT hidden")
.joins(:user)
.order(:post_number)
end
def pick_selection(topic)
posts =
Post
.where(topic_id: topic.id)
.where("post_type = ?", Post.types[:regular])
.where("NOT hidden")
.order(:post_number)
post_numbers = posts.limit(5).pluck(:post_number)
post_numbers += posts.reorder("posts.score desc").limit(50).pluck(:post_number)
post_numbers += posts.reorder("post_number desc").limit(5).pluck(:post_number)
Post
.where(topic_id: topic.id)
.joins(:user)
.where("post_number in (?)", post_numbers)
.order(:post_number)
end
def delete_cached_summaries_of(topic)
SummarySection.where(target: topic).destroy_all
end
# For users without permissions to generate a summary or fresh summaries, we return what we have cached.
def use_cached?(existing_summary, can_summarize, current_sha, skip_age_check)
existing_summary &&
!(
can_summarize && new_targets?(existing_summary, current_sha) &&
(skip_age_check || existing_summary.created_at < 1.hour.ago)
)
end
def new_targets?(summary, current_sha)
summary.original_content_sha != current_sha
end
def cache_summary(result, post_numbers, topic)
main_summary =
SummarySection.create!(
target: topic,
algorithm: strategy.model,
content_range: (post_numbers.first..post_numbers.last),
summarized_text: result[:summary],
original_content_sha: build_sha(post_numbers),
)
result[:chunks].each do |chunk|
SummarySection.create!(
target: topic,
algorithm: strategy.model,
content_range: chunk[:ids].min..chunk[:ids].max,
summarized_text: chunk[:summary],
original_content_sha: build_sha(chunk[:ids]),
meta_section_id: main_summary.id,
)
end
main_summary
end
def build_sha(ids)
Digest::SHA256.hexdigest(ids.join)
end
end