data-dwh-dbt-project/tests/tmp_kpis_refactor_equivalent_host_resolutions.sql
Oriol Roqué Paniagua b31a6ba194 Merged PR 3419: Adds Host Resolutions metrics in new KPIs
# Description

Adds 2 new metrics:
- xero_host_resolution_amount_paid_in_gbp
- xero_host_resolution_payment_count

Effectively it will split the "real" invoicing sources of revenue from "host resolution payments". This was already reading from 2 different Xero models (bank transactions vs. sales).

We have as usual:
- 1 Daily metric model
- 2 MTD/Monthly metric model
- 2 MTD/Monthly agg model (I already changed the name to agg instead of aggregated)
- 1 test to compare the values match the current setup

# 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.
- [NA] 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: #23565
2024-11-05 07:45:41 +00:00

80 lines
3 KiB
SQL

{% set min_date = "2022-01-01" %}
{% set dimensions = ("global", "by_billing_country") %}
-- "by_number_of_listings" excluded on purpose - there's differences because of daily
-- segmentation
with
new_mtd_host_resolutions as (
select
end_date as date,
dimension,
dimension_value,
xero_host_resolution_amount_paid_in_gbp,
xero_host_resolution_payment_count
from {{ ref("int_kpis__agg_mtd_host_resolutions") }}
where
end_date >= '{{ min_date }}'
and dimension in {{ dimensions }}
and dimension_value <> 'UNSET'
),
new_monthly_host_resolutions as (
select
end_date as date,
dimension,
dimension_value,
xero_host_resolution_amount_paid_in_gbp,
xero_host_resolution_payment_count
from {{ ref("int_kpis__agg_monthly_host_resolutions") }}
where
end_date >= '{{ min_date }}'
and dimension in {{ dimensions }}
and dimension_value <> 'UNSET'
),
new_host_resolutions as (
select *
from new_mtd_host_resolutions
union all
select *
from new_monthly_host_resolutions
),
old_host_resolutions as (
select
date,
dimension,
dimension_value,
xero_host_resolution_amount_paid_in_gbp,
xero_host_resolution_payment_count
from {{ ref("int_xero__mtd_invoicing_metrics") }}
where date >= '{{ min_date }}' and dimension in {{ dimensions }}
),
comparison as (
select
coalesce(o.date, n.date) as date,
coalesce(o.dimension, n.dimension) as dimension,
coalesce(o.dimension_value, n.dimension_value) as dimension_value,
o.xero_host_resolution_amount_paid_in_gbp
as old_xero_host_resolution_amount_paid_in_gbp,
n.xero_host_resolution_amount_paid_in_gbp
as new_xero_host_resolution_amount_paid_in_gbp,
coalesce(o.xero_host_resolution_amount_paid_in_gbp, 0) - coalesce(
n.xero_host_resolution_amount_paid_in_gbp, 0
) as diff_xero_host_resolution_amount_paid_in_gbp,
o.xero_host_resolution_payment_count
as old_xero_host_resolution_payment_count,
n.xero_host_resolution_payment_count
as new_xero_host_resolution_payment_count,
coalesce(o.xero_host_resolution_payment_count, 0) - coalesce(
n.xero_host_resolution_payment_count, 0
) as diff_xero_host_resolution_payment_count
from old_host_resolutions o
full outer join
new_host_resolutions n
on o.date = n.date
and o.dimension = n.dimension
and o.dimension_value = n.dimension_value
)
select *
from comparison
where
diff_xero_host_resolution_amount_paid_in_gbp <> 0
or diff_xero_host_resolution_payment_count <> 0
order by date desc