FIX: Move emotion /filter logic into a CTE to keep cardinality sane (#915)
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@ -39,34 +39,43 @@ module DiscourseAi
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filter_order_emotion = ->(scope, order_direction) do
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emotion_clause = <<~SQL
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SUM(
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CASE
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WHEN (classification_results.classification::jsonb->'#{emotion}')::float > 0.1
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THEN 1
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ELSE 0
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CASE
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WHEN (classification_results.classification::jsonb->'#{emotion}')::float > 0.1
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THEN 1
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ELSE 0
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END
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)::float / COUNT(posts.id)
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SQL
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# TODO: This is slow, we will need to materialize this in the future
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with_clause = <<~SQL
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SELECT
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topics.id,
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#{emotion_clause} AS emotion_#{emotion}
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FROM
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topics
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INNER JOIN
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posts ON posts.topic_id = topics.id
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INNER JOIN
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classification_results ON
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classification_results.target_id = posts.id AND
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classification_results.target_type = 'Post' AND
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classification_results.model_used = 'SamLowe/roberta-base-go_emotions'
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WHERE
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topics.archetype = 'regular'
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AND topics.deleted_at IS NULL
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AND posts.deleted_at IS NULL
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AND posts.post_type = 1
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GROUP BY
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1
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HAVING
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#{emotion_clause} > 0.05
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SQL
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scope
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.joins(:posts)
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.joins(<<~SQL)
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INNER JOIN classification_results
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ON classification_results.target_id = posts.id
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AND classification_results.target_type = 'Post'
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AND classification_results.model_used = 'SamLowe/roberta-base-go_emotions'
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SQL
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.where(<<~SQL)
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topics.archetype = 'regular'
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AND topics.deleted_at IS NULL
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AND posts.deleted_at IS NULL
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AND posts.post_type = 1
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SQL
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.select(<<~SQL)
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topics.*,
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#{emotion_clause} AS emotion_#{emotion}
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SQL
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.group("1")
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.having("#{emotion_clause} > 0.05")
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.order("#{emotion_clause} #{order_direction}")
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.with(topic_emotion: Arel.sql(with_clause))
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.joins("INNER JOIN topic_emotion ON topic_emotion.id = topics.id")
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.order("topic_emotion.emotion_#{emotion} #{order_direction}")
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end
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plugin.add_filter_custom_filter("order:emotion_#{emotion}", &filter_order_emotion)
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end
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@ -181,14 +181,11 @@ RSpec.describe DiscourseAi::Sentiment::EmotionFilterOrder do
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.first
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result = filter.call(scope, order_direction)
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expect(result.to_sql).to include("INNER JOIN classification_results")
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expect(result.to_sql).to include("classification_results")
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expect(result.to_sql).to include(
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"classification_results.model_used = 'SamLowe/roberta-base-go_emotions'",
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)
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expect(result.to_sql).to include("topics.archetype = 'regular'")
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expect(result.to_sql).to include("ORDER BY")
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expect(result.to_sql).to include("->'#{emotion}'")
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expect(result.to_sql).to include("desc")
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expect(result.to_sql).to include("ORDER BY topic_emotion.emotion_joy desc")
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end
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it "sorts emotion in ascending order" do
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