91 lines
2.5 KiB
Ruby
91 lines
2.5 KiB
Ruby
# frozen_string_literal: true
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class TopicSummarization
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def initialize(strategy)
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@strategy = strategy
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end
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def summarize(topic)
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DistributedMutex.synchronize("toppic_summarization_#{topic.id}") do
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existing_summary = SummarySection.find_by(target: topic, meta_section_id: nil)
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return existing_summary.summarized_text if existing_summary
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content = {
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resource_path: "#{Discourse.base_path}/t/-/#{topic.id}",
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content_title: topic.title,
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contents: [],
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}
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targets_data = summary_targets(topic).pluck(:post_number, :raw, :username)
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targets_data.map do |(pn, raw, username)|
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content[:contents] << { poster: username, id: pn, text: raw }
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end
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summarization_result = strategy.summarize(content)
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cached_summary(summarization_result, targets_data.map(&:first), topic)
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summarization_result[:summary]
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end
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end
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def summary_targets(topic)
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topic.has_summary? ? best_replies(topic) : pick_selection(topic)
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end
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private
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attr_reader :strategy
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def best_replies(topic)
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Post
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.summary(topic.id)
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.where("post_type = ?", Post.types[:regular])
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.where("NOT hidden")
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.joins(:user)
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.order(:post_number)
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end
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def pick_selection(topic)
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posts =
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Post
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.where(topic_id: topic.id)
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.where("post_type = ?", Post.types[:regular])
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.where("NOT hidden")
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.order(:post_number)
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post_numbers = posts.limit(5).pluck(:post_number)
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post_numbers += posts.reorder("posts.score desc").limit(50).pluck(:post_number)
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post_numbers += posts.reorder("post_number desc").limit(5).pluck(:post_number)
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Post
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.where(topic_id: topic.id)
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.joins(:user)
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.where("post_number in (?)", post_numbers)
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.order(:post_number)
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end
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def cached_summary(result, post_numbers, topic)
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main_summary =
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SummarySection.create!(
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target: topic,
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algorithm: strategy.model,
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content_range: (post_numbers.first..post_numbers.last),
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summarized_text: result[:summary],
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original_content_sha: Digest::SHA256.hexdigest(post_numbers.join),
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)
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result[:chunks].each do |chunk|
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SummarySection.create!(
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target: topic,
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algorithm: strategy.model,
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content_range: chunk[:ids].min..chunk[:ids].max,
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summarized_text: chunk[:summary],
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original_content_sha: Digest::SHA256.hexdigest(chunk[:ids].join),
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meta_section_id: main_summary.id,
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)
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end
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end
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end
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