discourse-ai/lib/tasks/modules/sentiment/backfill.rake

31 lines
1016 B
Ruby

# frozen_string_literal: true
desc "Backfill sentiment for all posts"
task "ai:sentiment:backfill", [:start_post] => [:environment] do |_, args|
public_categories = Category.where(read_restricted: false).pluck(:id)
Post
.joins("INNER JOIN topics ON topics.id = posts.topic_id")
.joins(<<~SQL)
LEFT JOIN classification_results ON
classification_results.target_id = posts.id AND
classification_results.model_used = 'sentiment' AND
classification_results.target_type = 'Post'
SQL
.where("classification_results.target_id IS NULL")
.where("posts.id >= ?", args[:start_post].to_i || 0)
.where("category_id IN (?)", public_categories)
.where(posts: { deleted_at: nil })
.order("posts.id ASC")
.find_each do |post|
print "."
begin
DiscourseAi::PostClassificator.new(
DiscourseAi::Sentiment::SentimentClassification.new,
).classify!(post)
rescue => e
puts "Error: #{e.message}"
end
end
end