From e63524f45792af83cf802270c3beebc76bada645 Mon Sep 17 00:00:00 2001 From: Matt Jankowski Date: Sat, 25 Mar 2023 19:37:57 -0400 Subject: Update retention model sql query (#24249) --- app/lib/admin/metrics/retention.rb | 56 ++++++++++++++++++++++---------------- 1 file changed, 33 insertions(+), 23 deletions(-) (limited to 'app/lib/admin/metrics') diff --git a/app/lib/admin/metrics/retention.rb b/app/lib/admin/metrics/retention.rb index f6135ac1e..9bd47c58e 100644 --- a/app/lib/admin/metrics/retention.rb +++ b/app/lib/admin/metrics/retention.rb @@ -42,25 +42,54 @@ class Admin::Metrics::Retention end def perform_query - sql = <<-SQL.squish + 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($3, users.created_at)::date = axis.cohort_period + 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($3, users.current_sign_in_at) >= axis.retention_period + 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($3, $1::timestamp)::date, date_trunc($3, $2::timestamp)::date, ('1 ' || $3)::interval) AS cohort_period + 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 @@ -70,24 +99,5 @@ class Admin::Metrics::Retention WHERE retention_period >= cohort_period ) as axis SQL - - rows = ActiveRecord::Base.connection.select_all(sql, nil, [[nil, @start_at], [nil, @end_at], [nil, @frequency]]) - - 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 end -- cgit