{% set production_dimensions = get_main_kpis_dimensions_for_production() %} {{ config( materialized="table", indexes=[ {"columns": ["dimension"]}, {"columns": ["dimension", "date"]}, ], ) }} with dimensions as ( {% for dimension in production_dimensions %} select {{ dimension.dimension }} as dimension, {{ dimension.dimension_display }} as dimension_display {% if not loop.last %} union all {% endif %} {% endfor %} ), int_mtd_aggregated_metrics as ( select m.*, d.dimension_display from {{ ref("int_mtd_aggregated_metrics") }} m -- The following clause limits the display execution -- to only include those dimensions configured to -- appear for production purposes inner join dimensions d on m.dimension = d.dimension ) select year as year, month as month, day as day, case when is_end_of_month then 1 else 0 end as is_end_of_month, case when is_current_month then 1 else 0 end as is_current_month, case when is_end_of_month_or_yesterday then 1 else 0 end as is_end_of_month_or_yesterday, first_day_month as first_day_month, date as date, dimension_display as dimension, dimension_value as dimension_value, previous_year_date as previous_year_date, order_by as order_by, number_format as number_format, metric as metric, value as value, previous_year_value as previous_year_value, relative_increment as relative_increment, relative_increment_with_sign_format as relative_increment_with_sign_format from int_mtd_aggregated_metrics m where ( ( -- Not show current + previous month if the metric depends on -- invoicing cycle and it is before the 12th of the month, if it -- is the 12th of the month or after, only exclude the current -- month. display_exclusion = 'INVOICING' and {{ is_date_before_12th_of_previous_month("date") }} ) or ( -- Handle exclusion for Churn/MRR metrics: do not show them in the -- current month. display_exclusion = 'ONGOING_MONTH' and date_trunc('month', m.date) < date_trunc('month', current_date) ) -- Keep all history for the rest of metrics or display_exclusion = 'NONE' )