Updated logic of model

models/intermediate/cross/int_monthly_onboarding_mrr_metrics.sql

@@ -7,7 +7,7 @@ with
     ),
     monthly_revenue_per_number_of_properties as (
         select
-            date_trunc('month', m.date)::date as metric_month,
+            m.date as metric_month,
             coalesce(
                 d.main_billing_country_iso_3_per_deal, 'global'
             ) as main_billing_country_iso_3,
@@ -22,19 +22,20 @@ with
             on m.id_deal = d.id_deal
             and date_trunc('month', m.date) >= d.effective_deal_start_month
             and date_trunc('month', m.date)
-            <= coalesce(d.effective_deal_cancellation_month, '2099-01-01')
+            <= coalesce(d.hubspot_deal_cancellation_month, '2099-01-01')
             and date_trunc('month', m.date)::date <> date_trunc('month', now())::date
         where d.hubspot_listing_segmentation <> 'UNSET'
         group by
             rollup (
-                date_trunc('month', m.date)::date,
+                m.date,
                 d.hubspot_listing_segmentation,
                 d.main_billing_country_iso_3_per_deal
             )
-        having date_trunc('month', m.date)::date is not null
+        -- Exclude total date aggregation
+        having m.date is not null
     )
 select
-    (r.metric_month - interval '1 day')::date as date,
+    r.metric_month as date,
     r.main_billing_country_iso_3,
     r.hubspot_listing_segmentation,
     sum(coalesce(m.total_revenue_in_gbp, 0)) as total_revenue_in_gbp,
@@ -44,8 +45,8 @@ select
 from monthly_revenue_per_number_of_properties m
 inner join
     monthly_revenue_per_number_of_properties r
-    on r.metric_month > m.metric_month
+    on r.metric_month >= m.metric_month
-    and r.metric_month <= m.metric_month + interval '12 months'
+    and r.metric_month < m.metric_month + interval '12 months'
     and r.hubspot_listing_segmentation = m.hubspot_listing_segmentation
     and r.main_billing_country_iso_3 = m.main_billing_country_iso_3
 group by r.metric_month, r.hubspot_listing_segmentation, r.main_billing_country_iso_3

models/intermediate/cross/schema.yml

@@ -1714,12 +1714,22 @@ models:
       each new deal. It is calculated by taking the total revenue generated by all 
       active accounts over the last 12 months and dividing it by the number of active 
       months for each account."
+
+    data_tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - date
+            - main_billing_country_iso_3
+            - hubspot_listing_segmentation
+
     columns:
       - name: date
         data_type: date
         description: |
-          "Last date of the month for which the data is reported.
+          "Date representing the last day of the month. The metrics are calculated using data 
-          It considers the data from the previous 12 months up to the date."
+          from the 12 months leading up to and including this date. Along with 
+          `main_billing_country_iso_3` and `hubspot_listing_segmentation`, this field serves 
+          as part of the primary key for the model."
         data_tests:
           - not_null
           - is_last_day_of_month
@@ -1727,7 +1737,7 @@ models:
       - name: main_billing_country_iso_3
         data_type: text
         description: |
-          "ISO 3166-1 alpha-3 main country code in which the Deals are billed"
+          "Main billing country code from ISO 3166"
         data_tests:
           - not_null