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Add reputation and followers score boost to SQL-only account search (#19251)
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@ -445,7 +445,12 @@ class Account < ApplicationRecord
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class << self
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DISALLOWED_TSQUERY_CHARACTERS = /['?\\:‘’]/.freeze
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TEXTSEARCH = "(setweight(to_tsvector('simple', accounts.display_name), 'A') || setweight(to_tsvector('simple', accounts.username), 'B') || setweight(to_tsvector('simple', coalesce(accounts.domain, '')), 'C'))"
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TEXTSEARCH = "(setweight(to_tsvector('simple', accounts.display_name), 'A') || setweight(to_tsvector('simple', accounts.username), 'A') || setweight(to_tsvector('simple', coalesce(accounts.domain, '')), 'C'))"
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REPUTATION_SCORE_FUNCTION = '(greatest(0, coalesce(s.followers_count, 0)) / (greatest(0, coalesce(s.following_count, 0)) + 1.0))'
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FOLLOWERS_SCORE_FUNCTION = 'log(greatest(0, coalesce(s.followers_count, 0)) + 2)'
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TIME_DISTANCE_FUNCTION = '(case when s.last_status_at is null then 0 else exp(-1.0 * ((greatest(0, abs(extract(DAY FROM age(s.last_status_at))) - 30.0)^2) / (2.0 * ((-1.0 * 30^2) / (2.0 * ln(0.3)))))) end)'
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BOOST = "((#{REPUTATION_SCORE_FUNCTION} + #{FOLLOWERS_SCORE_FUNCTION} + #{TIME_DISTANCE_FUNCTION}) / 3.0)"
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def readonly_attributes
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super - %w(statuses_count following_count followers_count)
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@ -462,9 +467,10 @@ class Account < ApplicationRecord
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sql = <<-SQL.squish
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SELECT
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accounts.*,
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ts_rank_cd(#{TEXTSEARCH}, to_tsquery('simple', :tsquery), 32) AS rank
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#{BOOST} * ts_rank_cd(#{TEXTSEARCH}, to_tsquery('simple', :tsquery), 32) AS rank
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FROM accounts
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LEFT JOIN users ON accounts.id = users.account_id
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LEFT JOIN account_stats AS s ON accounts.id = s.account_id
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WHERE to_tsquery('simple', :tsquery) @@ #{TEXTSEARCH}
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AND accounts.suspended_at IS NULL
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AND accounts.moved_to_account_id IS NULL
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@ -526,14 +532,15 @@ class Account < ApplicationRecord
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)
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SELECT
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accounts.*,
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(count(f.id) + 1) * ts_rank_cd(#{TEXTSEARCH}, to_tsquery('simple', :tsquery), 32) AS rank
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(count(f.id) + 1) * #{BOOST} * ts_rank_cd(#{TEXTSEARCH}, to_tsquery('simple', :tsquery), 32) AS rank
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FROM accounts
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LEFT OUTER JOIN follows AS f ON (accounts.id = f.account_id AND f.target_account_id = :id)
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LEFT JOIN account_stats AS s ON accounts.id = s.account_id
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WHERE accounts.id IN (SELECT * FROM first_degree)
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AND to_tsquery('simple', :tsquery) @@ #{TEXTSEARCH}
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AND accounts.suspended_at IS NULL
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AND accounts.moved_to_account_id IS NULL
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GROUP BY accounts.id
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GROUP BY accounts.id, s.id
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ORDER BY rank DESC
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LIMIT :limit OFFSET :offset
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SQL
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@ -541,15 +548,16 @@ class Account < ApplicationRecord
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<<-SQL.squish
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SELECT
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accounts.*,
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(count(f.id) + 1) * ts_rank_cd(#{TEXTSEARCH}, to_tsquery('simple', :tsquery), 32) AS rank
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(count(f.id) + 1) * #{BOOST} * ts_rank_cd(#{TEXTSEARCH}, to_tsquery('simple', :tsquery), 32) AS rank
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FROM accounts
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LEFT OUTER JOIN follows AS f ON (accounts.id = f.account_id AND f.target_account_id = :id) OR (accounts.id = f.target_account_id AND f.account_id = :id)
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LEFT JOIN users ON accounts.id = users.account_id
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LEFT JOIN account_stats AS s ON accounts.id = s.account_id
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WHERE to_tsquery('simple', :tsquery) @@ #{TEXTSEARCH}
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AND accounts.suspended_at IS NULL
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AND accounts.moved_to_account_id IS NULL
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AND (accounts.domain IS NOT NULL OR (users.approved = TRUE AND users.confirmed_at IS NOT NULL))
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GROUP BY accounts.id
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GROUP BY accounts.id, s.id
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ORDER BY rank DESC
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LIMIT :limit OFFSET :offset
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SQL
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