Re-add follow recommendations API (#7918)
* Re-add follow recommendations API
GET /api/v1/suggestions
Removed in 8efa081f21
due to Neo4J
dependency. The algorithm uses triadic closures, takes into account
suspensions, blocks, mutes, domain blocks, excludes locked and moved
accounts, and prefers more recently updated accounts.
* Track interactions with people you don't follow
Replying to, favouriting and reblogging someone you're not following
will make them show up in follow recommendations. The interactions
have different weights:
- Replying is 1
- Favouriting is 10 (decidedly positive interaction, but private)
- Reblogging is 20
Following them, muting or blocking will remove them from the list,
obviously.
* Remove triadic closures, ensure potential friendships are trimmed
This commit is contained in:
parent
ac82c9380f
commit
da8fe8079e
10 changed files with 131 additions and 99 deletions
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@ -127,6 +127,7 @@ class Account < ApplicationRecord
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scope :matches_username, ->(value) { where(arel_table[:username].matches("#{value}%")) }
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scope :matches_display_name, ->(value) { where(arel_table[:display_name].matches("#{value}%")) }
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scope :matches_domain, ->(value) { where(arel_table[:domain].matches("%#{value}%")) }
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scope :searchable, -> { where(suspended: false).where(moved_to_account_id: nil) }
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delegate :email,
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:unconfirmed_email,
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@ -309,34 +310,6 @@ class Account < ApplicationRecord
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DeliveryFailureTracker.filter(urls)
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end
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def triadic_closures(account, limit: 5, offset: 0)
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sql = <<-SQL.squish
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WITH first_degree AS (
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SELECT target_account_id
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FROM follows
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WHERE account_id = :account_id
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)
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SELECT accounts.*
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FROM follows
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INNER JOIN accounts ON follows.target_account_id = accounts.id
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WHERE
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account_id IN (SELECT * FROM first_degree)
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AND target_account_id NOT IN (SELECT * FROM first_degree)
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AND target_account_id NOT IN (:excluded_account_ids)
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AND accounts.suspended = false
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GROUP BY target_account_id, accounts.id
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ORDER BY count(account_id) DESC
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OFFSET :offset
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LIMIT :limit
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SQL
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excluded_account_ids = account.excluded_from_timeline_account_ids + [account.id]
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find_by_sql(
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[sql, { account_id: account.id, excluded_account_ids: excluded_account_ids, limit: limit, offset: offset }]
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)
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end
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def search_for(terms, limit = 10)
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textsearch, query = generate_query_for_search(terms)
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