bf2310301a
# Description Adds Check-Out, Cancelled and Billable Bookings in the new KPI flow. For each of these metrics, it includes: * Daily model * Monthly/MTD without dimension aggregates * Monthly/MTD with dimension aggregates * Schema entries for the abovementioned 5 models * Temporary test to compare the different metrics against current production KPIs I also implemented a quick performance fix that removes the dependency of Billable Bookings from Booking Charge Events, since Bookings table already contains the needed information. # 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: #23454
53 lines
2 KiB
SQL
53 lines
2 KiB
SQL
{% 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_cancelled_bookings as (
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select end_date as date, dimension, dimension_value, cancelled_bookings
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from {{ ref("int_kpis__aggregated_mtd_cancelled_bookings") }}
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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_cancelled_bookings as (
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select end_date as date, dimension, dimension_value, cancelled_bookings
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from {{ ref("int_kpis__aggregated_monthly_cancelled_bookings") }}
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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_cancelled_bookings as (
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select *
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from new_mtd_cancelled_bookings
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union all
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select *
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from new_monthly_cancelled_bookings
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),
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old_cancelled_bookings as (
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select date, dimension, dimension_value, cancelled_bookings
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from {{ ref("int_core__mtd_cancelled_bookings_metric") }}
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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.cancelled_bookings as old_cancelled_bookings,
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n.cancelled_bookings as new_cancelled_bookings,
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coalesce(o.cancelled_bookings, 0)
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- coalesce(n.cancelled_bookings, 0) as diff
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from old_cancelled_bookings o
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full outer join
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new_cancelled_bookings 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 diff <> 0
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order by date desc, abs(diff) desc
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