# frozen_string_literal: true class Admin::Metrics::Retention CACHE_TTL = 1.day.freeze class Cohort < ActiveModelSerializers::Model attributes :period, :frequency, :data end class CohortData < ActiveModelSerializers::Model attributes :date, :rate, :value end attr_reader :loaded alias loaded? loaded def initialize(start_at, end_at, frequency) @start_at = start_at&.to_date @end_at = end_at&.to_date @frequency = %w(day month).include?(frequency) ? frequency : 'day' @loaded = false end def cache_key ['metrics/retention', @start_at, @end_at, @frequency].join(';') end def cohorts load end def perform_for_cache! Rails.cache.write(cache_key, perform_query, expires_in: CACHE_TTL) end protected def load unless loaded? @values = Rails.cache.fetch(cache_key, expires_in: CACHE_TTL) { perform_query } @loaded = true end @values end def perform_query report_rows.each_with_object([]) do |row, arr| current_cohort = arr.last if current_cohort.nil? || current_cohort.period != row['cohort_period'] current_cohort = Cohort.new(period: row['cohort_period'], frequency: @frequency, data: []) arr << current_cohort end value, rate = row['retention_value_and_rate'].delete('{}').split(',') current_cohort.data << CohortData.new( date: row['retention_period'], rate: rate.to_f, value: value.to_s ) end end def report_rows ActiveRecord::Base.connection.select_all(sanitized_sql_string) end def sanitized_sql_string ActiveRecord::Base.sanitize_sql_array( [sql_query_string, { start_at: @start_at, end_at: @end_at, frequency: @frequency }] ) end def sql_query_string <<~SQL.squish SELECT axis.*, ( WITH new_users AS ( SELECT users.id FROM users WHERE date_trunc(:frequency, users.created_at)::date = axis.cohort_period ), retained_users AS ( SELECT users.id FROM users INNER JOIN new_users on new_users.id = users.id WHERE date_trunc(:frequency, users.current_sign_in_at) >= axis.retention_period ) SELECT ARRAY[count(*), (count(*))::float / (SELECT GREATEST(count(*), 1) FROM new_users)] AS retention_value_and_rate FROM retained_users ) FROM ( WITH cohort_periods AS ( SELECT generate_series(date_trunc(:frequency, :start_at::timestamp)::date, date_trunc(:frequency, :end_at::timestamp)::date, ('1 ' || :frequency)::interval) AS cohort_period ), retention_periods AS ( SELECT cohort_period AS retention_period FROM cohort_periods ) SELECT * FROM cohort_periods, retention_periods WHERE retention_period >= cohort_period ) as axis SQL end end