8c23f91242
# Description Changes: * Creates lifecycle_daily_deal, metric_daily_deals and agg_daily_deals. These follow a different strategy due to the nature of the metrics * Modifies the dimension macro to ensure deal dimension is included in all models except these ones * Fixes production issue on currently deployed deal lifecycle and metrics # 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: #23566
120 lines
4.5 KiB
SQL
120 lines
4.5 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_deals 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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new_deals,
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never_booked_deals,
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first_time_booked_deals,
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active_deals,
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churning_deals,
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inactive_deals,
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reactivated_deals,
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deals_booked_in_month,
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deals_booked_in_6_months,
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deals_booked_in_12_months
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from {{ ref("int_kpis__agg_daily_deals") }}
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where
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date >= '{{ min_date }}'
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and dimension in {{ dimensions }}
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and dimension_value <> 'UNSET'
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and (is_end_of_month = true or is_month_to_date = true)
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),
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old_deals 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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new_deals,
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never_booked_deals,
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first_time_booked_deals,
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active_deals,
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churning_deals,
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inactive_deals,
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reactivated_deals,
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deals_booked_in_month,
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deals_booked_in_6_months,
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deals_booked_in_12_months
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from {{ ref("int_mtd_deal_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.new_deals as old_new_deals,
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n.new_deals as new_new_deals,
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coalesce(o.new_deals, 0) - coalesce(n.new_deals, 0) as diff_new_deals,
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o.never_booked_deals as old_never_booked_deals,
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n.never_booked_deals as new_never_booked_deals,
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coalesce(o.never_booked_deals, 0)
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- coalesce(n.never_booked_deals, 0) as diff_never_booked_deals,
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o.first_time_booked_deals as old_first_time_booked_deals,
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n.first_time_booked_deals as new_first_time_booked_deals,
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coalesce(o.first_time_booked_deals, 0)
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- coalesce(n.first_time_booked_deals, 0) as diff_first_time_booked_deals,
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o.active_deals as old_active_deals,
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n.active_deals as new_active_deals,
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coalesce(o.active_deals, 0)
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- coalesce(n.active_deals, 0) as diff_active_deals,
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o.inactive_deals as old_inactive_deals,
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n.inactive_deals as new_inactive_deals,
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coalesce(o.inactive_deals, 0)
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- coalesce(n.inactive_deals, 0) as diff_inactive_deals,
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o.churning_deals as old_churning_deals,
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n.churning_deals as new_churning_deals,
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coalesce(o.churning_deals, 0)
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- coalesce(n.churning_deals, 0) as diff_churning_deals,
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o.reactivated_deals as old_reactivated_deals,
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n.reactivated_deals as new_reactivated_deals,
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coalesce(o.reactivated_deals, 0)
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- coalesce(n.reactivated_deals, 0) as diff_reactivated_deals,
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o.deals_booked_in_month as old_deals_booked_in_month,
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n.deals_booked_in_month as new_deals_booked_in_month,
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coalesce(o.deals_booked_in_month, 0)
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- coalesce(n.deals_booked_in_month, 0) as diff_deals_booked_in_month,
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o.deals_booked_in_6_months as old_deals_booked_in_6_months,
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n.deals_booked_in_6_months as new_deals_booked_in_6_months,
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coalesce(o.deals_booked_in_6_months, 0)
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- coalesce(n.deals_booked_in_6_months, 0) as diff_deals_booked_in_6_months,
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o.deals_booked_in_12_months as old_deals_booked_in_12_months,
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n.deals_booked_in_12_months as new_deals_booked_in_12_months,
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coalesce(o.deals_booked_in_12_months, 0)
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- coalesce(n.deals_booked_in_12_months, 0) as diff_deals_booked_in_12_months
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from old_deals o
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full outer join
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new_deals 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_new_deals <> 0
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or diff_never_booked_deals <> 0
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or diff_first_time_booked_deals <> 0
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or diff_active_deals <> 0
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or diff_inactive_deals <> 0
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or diff_churning_deals <> 0
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or diff_reactivated_deals <> 0
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or diff_deals_booked_in_month <> 0
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or diff_deals_booked_in_6_months <> 0
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or diff_deals_booked_in_12_months <> 0
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order by date desc
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