# frozen_string_literal: true class TopicSummarization def initialize(strategy) @strategy = strategy end def summarize(topic) DistributedMutex.synchronize("toppic_summarization_#{topic.id}") do existing_summary = SummarySection.find_by(target: topic, meta_section_id: nil) return existing_summary.summarized_text 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) cached_summary(summarization_result, targets_data.map(&:first), topic) summarization_result[:summary] end 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 cached_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 end end