Christoph Haas
bada261841
Packages with neither description nor long description cannot be embedded at all; they used to fail on every run. Exclude them from the scope instead.
57 lines
2 KiB
Ruby
57 lines
2 KiB
Ruby
# frozen_string_literal: true
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# Long rake task bodies are normal; the block-length cop is meant for
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# application code.
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# rubocop:disable Metrics/BlockLength
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namespace :debshots do
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desc 'Compute embedding vectors for all packages based on their description ' \
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'and long description (missing ones only unless FORCE=1)'
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task compute_vectors: :environment do
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logger = Logger.new($stdout)
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logger.level = Logger::INFO
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force = ENV['FORCE'].present?
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# Packages without any description text cannot be embedded at all -
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# exclude them so they do not fail on every single run.
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base_scope = Package.where("COALESCE(description, '') <> '' OR " \
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"COALESCE(long_description, '') <> ''")
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scope = force ? base_scope : base_scope.where(embedding: nil)
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total = scope.count
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if total.zero?
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logger.info 'No packages need vector computation.'
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next
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end
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logger.info "Computing vectors for #{total} packages " \
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"(#{force ? 'recomputing' : 'missing only'}, " \
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"service: #{Vectorizer.service_url})"
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done = 0
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failed = 0
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scope.find_each do |package|
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begin
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raise ArgumentError, 'no description text' if package.embedding_text.blank?
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package.update_embedding!
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done += 1
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rescue StandardError => e
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# A single broken package must never stop the whole run - log
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# enough detail to diagnose it and move on.
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failed += 1
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logger.error "Failed for package #{package.name}: #{e.class}: #{e.message}"
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logger.error e.backtrace.first(3).join("\n") if e.backtrace
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end
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processed = done + failed
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next unless (processed % 100).zero? || processed == total
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percent = (processed.to_f / total * 100).round(1)
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logger.info "Progress: #{processed}/#{total} (#{percent}%)"
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end
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logger.info "Done. #{done} vectors computed, #{failed} failures."
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end
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end
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# rubocop:enable Metrics/BlockLength
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