data-dwh-dbt-project/models
Oriol Roqué Paniagua dc8eee7128 Merged PR 4935: KPIs Refactor Stage 4 - Onboarding MRR model in KPIs
# Description

Creates a single model in KPIs, aggregated by dimension/dimension value, in a monthly basis; named: `int_kpis__agg_monthly_onboarding_mrr`.

Attention! This substitutes both current models, namely `int_monthly_onboarding_mrr_per_deal` and `int_mtd_agg_onboarding_mrr_revenue`. However, both models are currently used to retrieve data for Main KPIs. I just combined both into one, so it will simplify also the gathering of data later on.

Note that this model is special in the sense that the onboarding mrr per deal is computed for global, listing segmentation and billing country dimensions; while the total onboarding mrr is only done for global and listing segmentation (as it's based on the number of listings segmentation for the total compute).

This has been tested with dbt audit helper and md5. This has been a bit more complex since it's comparing 1 new model vs 2 existing models. For reference, this is the md5 comparison used:

```
SELECT md5(array_agg(md5((t1.*)::varchar))::varchar)
  FROM (
        SELECT
        	mrr.date,
        	mrr.dimension,
        	mrr.dimension_value,
        	mrr.expected_mrr_per_deal,
        	total.number_of_new_deals,
        	total.expected_mrr as total_expected_mrr
          FROM intermediate.int_monthly_onboarding_mrr_per_deal mrr
          left join intermediate.int_mtd_agg_onboarding_mrr_revenue total
          on mrr.date = total.date
          and mrr.dimension = total.dimension
          and mrr.dimension_value = total.dimension_value
         ORDER BY date, dimension, dimension_value
       ) AS t1
union all
SELECT md5(array_agg(md5((t2.*)::varchar))::varchar)
  FROM (
        SELECT *
          FROM intermediate.int_kpis__agg_monthly_onboarding_mrr
         ORDER BY date, dimension, dimension_value
       ) AS t2
```

# Checklist

- [X] The edited models and dependants run properly with production data.
- [X] The edited models are sufficiently documented.
- [X] The edited models contain PK tests, and I've ran and passed them.
- [X] I have checked for DRY opportunities with other models and docs.
- [X] I've picked the right materialization for the affected models.

# Other

- [ ] Check if a full-refresh is required after this PR is merged.

Related work items: #27120, #28949
2025-04-07 12:27:28 +00:00
..
intermediate Merged PR 4935: KPIs Refactor Stage 4 - Onboarding MRR model in KPIs 2025-04-07 12:27:28 +00:00
reporting Fixed schema 2025-04-03 16:27:39 +02:00
staging Merged PR 4918: Adds Integration Type from Hubspot Deals 2025-04-04 08:40:38 +00:00
doc_blocks.md improve stg_stripe__charges 2024-02-23 16:45:19 +01:00