Fix N+1s in grouped notifications (#31638)
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3 changed files with 88 additions and 48 deletions
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@ -13,7 +13,6 @@ class Api::V2Alpha::NotificationsController < Api::BaseController
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def index
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with_read_replica do
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@notifications = load_notifications
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@group_metadata = load_group_metadata
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@grouped_notifications = load_grouped_notifications
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@relationships = StatusRelationshipsPresenter.new(target_statuses_from_notifications, current_user&.account_id)
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@presenter = GroupedNotificationsPresenter.new(@grouped_notifications, expand_accounts: expand_accounts_param)
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@ -34,7 +33,7 @@ class Api::V2Alpha::NotificationsController < Api::BaseController
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'app.notification_grouping.expand_accounts_param' => expand_accounts_param
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)
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render json: @presenter, serializer: REST::DedupNotificationGroupSerializer, relationships: @relationships, group_metadata: @group_metadata, expand_accounts: expand_accounts_param
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render json: @presenter, serializer: REST::DedupNotificationGroupSerializer, relationships: @relationships, expand_accounts: expand_accounts_param
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end
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end
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@ -48,7 +47,7 @@ class Api::V2Alpha::NotificationsController < Api::BaseController
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def show
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@notification = current_account.notifications.without_suspended.find_by!(group_key: params[:id])
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presenter = GroupedNotificationsPresenter.new([NotificationGroup.from_notification(@notification)])
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presenter = GroupedNotificationsPresenter.new(NotificationGroup.from_notifications([@notification]))
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render json: presenter, serializer: REST::DedupNotificationGroupSerializer
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end
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@ -77,22 +76,9 @@ class Api::V2Alpha::NotificationsController < Api::BaseController
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end
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end
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def load_group_metadata
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return {} if @notifications.empty?
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MastodonOTELTracer.in_span('Api::V2Alpha::NotificationsController#load_group_metadata') do
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browserable_account_notifications
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.where(group_key: @notifications.filter_map(&:group_key))
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.where(id: (@notifications.last.id)..(@notifications.first.id))
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.group(:group_key)
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.pluck(:group_key, 'min(notifications.id) as min_id', 'max(notifications.id) as max_id', 'max(notifications.created_at) as latest_notification_at')
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.to_h { |group_key, min_id, max_id, latest_notification_at| [group_key, { min_id: min_id, max_id: max_id, latest_notification_at: latest_notification_at }] }
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end
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end
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def load_grouped_notifications
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MastodonOTELTracer.in_span('Api::V2Alpha::NotificationsController#load_grouped_notifications') do
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@notifications.map { |notification| NotificationGroup.from_notification(notification, max_id: @group_metadata.dig(notification.group_key, :max_id), grouped_types: params[:grouped_types]) }
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NotificationGroup.from_notifications(@notifications, pagination_range: (@notifications.last.id)..(@notifications.first.id), grouped_types: params[:grouped_types])
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end
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end
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@ -1,38 +1,49 @@
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# frozen_string_literal: true
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class NotificationGroup < ActiveModelSerializers::Model
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attributes :group_key, :sample_accounts, :notifications_count, :notification, :most_recent_notification_id
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attributes :group_key, :sample_accounts, :notifications_count, :notification, :most_recent_notification_id, :pagination_data
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# Try to keep this consistent with `app/javascript/mastodon/models/notification_group.ts`
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SAMPLE_ACCOUNTS_SIZE = 8
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def self.from_notification(notification, max_id: nil, grouped_types: nil)
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def self.from_notifications(notifications, pagination_range: nil, grouped_types: nil)
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return [] if notifications.empty?
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grouped_types = grouped_types.presence&.map(&:to_sym) || Notification::GROUPABLE_NOTIFICATION_TYPES
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groupable = notification.group_key.present? && grouped_types.include?(notification.type)
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if groupable
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# TODO: caching, and, if caching, preloading
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scope = notification.account.notifications.where(group_key: notification.group_key)
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scope = scope.where(id: ..max_id) if max_id.present?
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grouped_notifications = notifications.filter { |notification| notification.group_key.present? && grouped_types.include?(notification.type) }
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group_keys = grouped_notifications.pluck(:group_key)
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# Ideally, we would not load accounts for each notification group
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most_recent_notifications = scope.order(id: :desc).includes(:from_account).take(SAMPLE_ACCOUNTS_SIZE)
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most_recent_id = most_recent_notifications.first.id
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sample_accounts = most_recent_notifications.map(&:from_account)
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notifications_count = scope.count
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else
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most_recent_id = notification.id
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sample_accounts = [notification.from_account]
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notifications_count = 1
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groups_data = load_groups_data(notifications.first.account_id, group_keys, pagination_range: pagination_range)
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accounts_map = Account.where(id: groups_data.values.pluck(1).flatten).index_by(&:id)
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notifications.map do |notification|
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if notification.group_key.present? && grouped_types.include?(notification.type)
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most_recent_notification_id, sample_account_ids, count, *raw_pagination_data = groups_data[notification.group_key]
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pagination_data = raw_pagination_data.empty? ? nil : { min_id: raw_pagination_data[0], latest_notification_at: raw_pagination_data[1] }
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NotificationGroup.new(
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notification: notification,
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group_key: notification.group_key,
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sample_accounts: sample_account_ids.map { |id| accounts_map[id] },
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notifications_count: count,
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most_recent_notification_id: most_recent_notification_id,
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pagination_data: pagination_data
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)
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else
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pagination_data = pagination_range.blank? ? nil : { min_id: notification.id, latest_notification_at: notification.created_at }
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NotificationGroup.new(
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notification: notification,
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group_key: "ungrouped-#{notification.id}",
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sample_accounts: [notification.from_account],
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notifications_count: 1,
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most_recent_notification_id: notification.id,
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pagination_data: pagination_data
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)
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end
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end
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NotificationGroup.new(
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notification: notification,
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group_key: groupable ? notification.group_key : "ungrouped-#{notification.id}",
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sample_accounts: sample_accounts,
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notifications_count: notifications_count,
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most_recent_notification_id: most_recent_id
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)
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end
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delegate :type,
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@ -41,4 +52,50 @@ class NotificationGroup < ActiveModelSerializers::Model
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:account_relationship_severance_event,
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:account_warning,
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to: :notification, prefix: false
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class << self
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private
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def load_groups_data(account_id, group_keys, pagination_range: nil)
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return {} if group_keys.empty?
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if pagination_range.present?
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binds = [
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account_id,
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SAMPLE_ACCOUNTS_SIZE,
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pagination_range.begin,
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pagination_range.end,
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ActiveRecord::Relation::QueryAttribute.new('group_keys', group_keys, ActiveRecord::ConnectionAdapters::PostgreSQL::OID::Array.new(ActiveModel::Type::String.new)),
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]
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ActiveRecord::Base.connection.select_all(<<~SQL.squish, 'grouped_notifications', binds).cast_values.to_h { |k, *values| [k, values] }
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SELECT
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groups.group_key,
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(SELECT id FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key AND id <= $4 ORDER BY id DESC LIMIT 1),
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array(SELECT from_account_id FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key AND id <= $4 ORDER BY id DESC LIMIT $2),
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(SELECT count(*) FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key AND id <= $4) AS notifications_count,
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(SELECT id FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key AND id >= $3 ORDER BY id ASC LIMIT 1) AS min_id,
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(SELECT created_at FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key AND id <= $4 ORDER BY id DESC LIMIT 1)
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FROM
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unnest($5::text[]) AS groups(group_key);
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SQL
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else
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binds = [
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account_id,
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SAMPLE_ACCOUNTS_SIZE,
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ActiveRecord::Relation::QueryAttribute.new('group_keys', group_keys, ActiveRecord::ConnectionAdapters::PostgreSQL::OID::Array.new(ActiveModel::Type::String.new)),
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]
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ActiveRecord::Base.connection.select_all(<<~SQL.squish, 'grouped_notifications', binds).cast_values.to_h { |k, *values| [k, values] }
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SELECT
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groups.group_key,
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(SELECT id FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key ORDER BY id DESC LIMIT 1),
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array(SELECT from_account_id FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key ORDER BY id DESC LIMIT $2),
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(SELECT count(*) FROM notifications WHERE notifications.account_id = $1 AND notifications.group_key = groups.group_key) AS notifications_count
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FROM
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unnest($3::text[]) AS groups(group_key);
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SQL
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end
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end
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end
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end
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@ -39,21 +39,18 @@ class REST::NotificationGroupSerializer < ActiveModel::Serializer
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end
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def page_min_id
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range = instance_options[:group_metadata][object.group_key]
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range.present? ? range[:min_id].to_s : object.notification.id.to_s
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object.pagination_data[:min_id].to_s
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end
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def page_max_id
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range = instance_options[:group_metadata][object.group_key]
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range.present? ? range[:max_id].to_s : object.notification.id.to_s
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object.most_recent_notification_id.to_s
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end
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def latest_page_notification_at
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range = instance_options[:group_metadata][object.group_key]
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range.present? ? range[:latest_notification_at] : object.notification.created_at
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object.pagination_data[:latest_notification_at]
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end
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def paginated?
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!instance_options[:group_metadata].nil?
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object.pagination_data.present?
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end
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end
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