# frozen_string_literal: true # # Query a recursively defined namespace hierarchy using linear methods through # the traversal_ids attribute. # # Namespace is a nested hierarchy of one parent to many children. A search # using only the parent-child relationships is a slow operation. This process # was previously optimized using Postgresql recursive common table expressions # (CTE) with acceptable performance. However, it lead to slower than possible # performance, and resulted in complicated queries that were difficult to make # performant. # # Instead of searching the hierarchy recursively, we store a `traversal_ids` # attribute on each node. The `traversal_ids` is an ordered array of Namespace # IDs that define the traversal path from the root Namespace to the current # Namespace. # # For example, suppose we have the following Namespaces: # # GitLab (id: 1) > Engineering (id: 2) > Manage (id: 3) > Access (id: 4) # # Then `traversal_ids` for group "Access" is [1, 2, 3, 4] # # And we can match against other Namespace `traversal_ids` such that: # # - Ancestors are [1], [1, 2], [1, 2, 3] # - Descendants are [1, 2, 3, 4, *] # - Root is [1] # - Hierarchy is [1, *] # # Note that this search method works so long as the IDs are unique and the # traversal path is ordered from root to leaf nodes. # # We implement this in the database using Postgresql arrays, indexed by a # generalized inverted index (gin). module Namespaces module Traversal module Linear extend ActiveSupport::Concern include LinearScopes UnboundedSearch = Class.new(StandardError) included do before_update :lock_both_roots, if: -> { parent_id_changed? } after_update :sync_traversal_ids, if: -> { saved_change_to_parent_id? } # This uses rails internal before_commit API to sync traversal_ids on namespace create, right before transaction is committed. # This helps reduce the time during which the root namespace record is locked to ensure updated traversal_ids are valid before_commit :sync_traversal_ids, on: [:create] define_model_callbacks :sync_traversal_ids end class_methods do # This method looks into a list of namespaces trying to optimise a returned traversal_ids # into a list of shortest prefixes, due to fact that the shortest prefixes include all childrens. # Example: # INPUT: [[4909902], [4909902,51065789], [4909902,51065793], [7135830], [15599674, 1], [15599674, 1, 3], [15599674, 2]] # RESULT: [[4909902], [7135830], [15599674, 1], [15599674, 2]] def shortest_traversal_ids_prefixes raise ArgumentError, 'Feature not supported since the `:use_traversal_ids` is disabled' unless use_traversal_ids? prefixes = [] # The array needs to be sorted (O(nlogn)) to ensure shortest elements are always first # This allows to do O(n) search of shortest prefixes all_traversal_ids = all.order('namespaces.traversal_ids').pluck('namespaces.traversal_ids') last_prefix = [nil] all_traversal_ids.each do |traversal_ids| next if last_prefix == traversal_ids[0..(last_prefix.count - 1)] last_prefix = traversal_ids prefixes << traversal_ids end prefixes end end def use_traversal_ids? return false unless Feature.enabled?(:use_traversal_ids) traversal_ids.present? end def use_traversal_ids_for_self_and_hierarchy? return false unless use_traversal_ids? return false unless Feature.enabled?(:use_traversal_ids_for_self_and_hierarchy, root_ancestor) traversal_ids.present? end def use_traversal_ids_for_ancestors? return false unless use_traversal_ids? return false unless Feature.enabled?(:use_traversal_ids_for_ancestors, root_ancestor) traversal_ids.present? end def use_traversal_ids_for_ancestors_upto? return false unless use_traversal_ids? return false unless Feature.enabled?(:use_traversal_ids_for_ancestors_upto, root_ancestor) traversal_ids.present? end def use_traversal_ids_for_root_ancestor? return false unless Feature.enabled?(:use_traversal_ids_for_root_ancestor) traversal_ids.present? end def root_ancestor return super unless use_traversal_ids_for_root_ancestor? strong_memoize(:root_ancestor) do if parent_id.nil? self else Namespace.find_by(id: traversal_ids.first) end end end def self_and_descendants return super unless use_traversal_ids? lineage(top: self) end def self_and_descendant_ids return super unless use_traversal_ids? self_and_descendants.as_ids end def descendants return super unless use_traversal_ids? self_and_descendants.where.not(id: id) end def self_and_hierarchy return super unless use_traversal_ids_for_self_and_hierarchy? self_and_descendants.or(ancestors) end def ancestors(hierarchy_order: nil) return super unless use_traversal_ids_for_ancestors? return self.class.none if parent_id.blank? lineage(bottom: parent, hierarchy_order: hierarchy_order) end def ancestor_ids(hierarchy_order: nil) return super unless use_traversal_ids_for_ancestors? hierarchy_order == :desc ? traversal_ids[0..-2] : traversal_ids[0..-2].reverse end # Returns all ancestors upto but excluding the top. # When no top is given, all ancestors are returned. # When top is not found, returns all ancestors. # # This copies the behavior of the recursive method. We will deprecate # this behavior soon. def ancestors_upto(top = nil, hierarchy_order: nil) return super unless use_traversal_ids_for_ancestors_upto? # We can't use a default value in the method definition above because # we need to preserve those specific parameters for super. hierarchy_order ||= :desc # Get all ancestor IDs inclusively between top and our parent. top_index = top ? traversal_ids.find_index(top.id) : 0 ids = traversal_ids[top_index...-1] ids_string = ids.map { |id| Integer(id) }.join(',') # WITH ORDINALITY lets us order the result to match traversal_ids order. from_sql = <<~SQL unnest(ARRAY[#{ids_string}]::bigint[]) WITH ORDINALITY AS ancestors(id, ord) INNER JOIN namespaces ON namespaces.id = ancestors.id SQL self.class .from(Arel.sql(from_sql)) .order('ancestors.ord': hierarchy_order) end def self_and_ancestors(hierarchy_order: nil) return super unless use_traversal_ids_for_ancestors? return self.class.where(id: id) if parent_id.blank? lineage(bottom: self, hierarchy_order: hierarchy_order) end def self_and_ancestor_ids(hierarchy_order: nil) return super unless use_traversal_ids_for_ancestors? hierarchy_order == :desc ? traversal_ids : traversal_ids.reverse end private # Update the traversal_ids for the full hierarchy. # # NOTE: self.traversal_ids will be stale. Reload for a fresh record. def sync_traversal_ids run_callbacks :sync_traversal_ids do # Clear any previously memoized root_ancestor as our ancestors have changed. clear_memoization(:root_ancestor) Namespace::TraversalHierarchy.for_namespace(self).sync_traversal_ids! end end # Lock the root of the hierarchy we just left, and lock the root of the hierarchy # we just joined. In most cases the two hierarchies will be the same. def lock_both_roots parent_ids = [ parent_id_was || self.id, parent_id || self.id ].compact roots = Gitlab::ObjectHierarchy .new(Namespace.where(id: parent_ids)) .base_and_ancestors .reorder(nil) .where(parent_id: nil) Namespace.lock.select(:id).where(id: roots).order(id: :asc).load end # Search this namespace's lineage. Bound inclusively by top node. def lineage(top: nil, bottom: nil, hierarchy_order: nil) raise UnboundedSearch, 'Must bound search by either top or bottom' unless top || bottom skope = self.class if top skope = skope.where("traversal_ids @> ('{?}')", top.id) end if bottom skope = skope.where(id: bottom.traversal_ids) end # The original `with_depth` attribute in ObjectHierarchy increments as you # walk away from the "base" namespace. This direction changes depending on # if you are walking up the ancestors or down the descendants. if hierarchy_order depth_sql = "ABS(#{traversal_ids.count} - array_length(traversal_ids, 1))" skope = skope.select(skope.default_select_columns, "#{depth_sql} as depth") # The SELECT includes an extra depth attribute. We wrap the SQL in a # standard SELECT to avoid mismatched attribute errors when trying to # chain future ActiveRelation commands, and retain the ordering. skope = self.class .from(skope, self.class.table_name) .select(skope.arel_table[Arel.star]) .order(depth: hierarchy_order) end skope end end end end