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