# frozen_string_literal: true class TopicSummarization def initialize(strategy) @strategy = strategy end def summarize(topic, user) existing_summary = SummarySection.find_by(target: topic, meta_section_id: nil) # For users without permissions to generate a summary, we return what we have cached. # Existing summary shouldn't be nil in this scenario because the controller checks its existence. return existing_summary if !user || !Summarization::Base.can_request_summary_for?(user) return existing_summary if existing_summary && fresh?(existing_summary, topic) delete_cached_summaries_of(topic) if existing_summary content = { resource_path: "#{Discourse.base_path}/t/-/#{topic.id}", content_title: topic.title, contents: [], } targets_data = summary_targets(topic).pluck(:post_number, :raw, :username) 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) @targets ||= 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 def fresh?(summary, topic) return true if summary.created_at > 12.hours.ago latest_post_to_summarize = summary_targets(topic).last.post_number latest_post_to_summarize <= summary.content_range.to_a.last 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: Digest::SHA256.hexdigest(post_numbers.join), ) 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: Digest::SHA256.hexdigest(chunk[:ids].join), meta_section_id: main_summary.id, ) end main_summary end end