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Update retention model sql query (#24249)
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1 changed files with 42 additions and 32 deletions
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@ -42,38 +42,7 @@ class Admin::Metrics::Retention
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end
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end
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def perform_query
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def perform_query
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sql = <<-SQL.squish
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report_rows.each_with_object([]) do |row, arr|
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SELECT axis.*, (
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WITH new_users AS (
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SELECT users.id
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FROM users
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WHERE date_trunc($3, users.created_at)::date = axis.cohort_period
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),
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retained_users AS (
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SELECT users.id
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FROM users
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INNER JOIN new_users on new_users.id = users.id
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WHERE date_trunc($3, users.current_sign_in_at) >= axis.retention_period
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)
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SELECT ARRAY[count(*), (count(*))::float / (SELECT GREATEST(count(*), 1) FROM new_users)] AS retention_value_and_rate
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FROM retained_users
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)
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FROM (
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WITH cohort_periods AS (
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SELECT generate_series(date_trunc($3, $1::timestamp)::date, date_trunc($3, $2::timestamp)::date, ('1 ' || $3)::interval) AS cohort_period
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),
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retention_periods AS (
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SELECT cohort_period AS retention_period FROM cohort_periods
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)
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SELECT *
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FROM cohort_periods, retention_periods
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WHERE retention_period >= cohort_period
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) as axis
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SQL
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rows = ActiveRecord::Base.connection.select_all(sql, nil, [[nil, @start_at], [nil, @end_at], [nil, @frequency]])
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rows.each_with_object([]) do |row, arr|
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current_cohort = arr.last
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current_cohort = arr.last
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if current_cohort.nil? || current_cohort.period != row['cohort_period']
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if current_cohort.nil? || current_cohort.period != row['cohort_period']
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@ -90,4 +59,45 @@ class Admin::Metrics::Retention
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)
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)
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end
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end
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end
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end
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def report_rows
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ActiveRecord::Base.connection.select_all(sanitized_sql_string)
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end
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def sanitized_sql_string
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ActiveRecord::Base.sanitize_sql_array(
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[sql_query_string, { start_at: @start_at, end_at: @end_at, frequency: @frequency }]
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)
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end
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def sql_query_string
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<<~SQL.squish
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SELECT axis.*, (
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WITH new_users AS (
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SELECT users.id
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FROM users
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WHERE date_trunc(:frequency, users.created_at)::date = axis.cohort_period
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),
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retained_users AS (
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SELECT users.id
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FROM users
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INNER JOIN new_users on new_users.id = users.id
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WHERE date_trunc(:frequency, users.current_sign_in_at) >= axis.retention_period
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)
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SELECT ARRAY[count(*), (count(*))::float / (SELECT GREATEST(count(*), 1) FROM new_users)] AS retention_value_and_rate
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FROM retained_users
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)
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FROM (
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WITH cohort_periods AS (
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SELECT generate_series(date_trunc(:frequency, :start_at::timestamp)::date, date_trunc(:frequency, :end_at::timestamp)::date, ('1 ' || :frequency)::interval) AS cohort_period
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),
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retention_periods AS (
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SELECT cohort_period AS retention_period FROM cohort_periods
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)
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SELECT *
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FROM cohort_periods, retention_periods
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WHERE retention_period >= cohort_period
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) as axis
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SQL
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end
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end
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end
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