data-dwh-dbt-project/models/intermediate/cross/int_mtd_vs_previous_year_metrics.sql

345 lines
15 KiB
SQL

/*
This model pivots the data of the different mtd metrics models to get
previous year for each line & computing relative increment. --
*/
{{ config(materialized="table", unique_key=["date", "dimension", "dimension_value"]) }}
with
int_core__mtd_created_bookings_metric as (
select * from {{ ref("int_core__mtd_created_bookings_metric") }}
),
int_core__mtd_check_out_bookings_metric as (
select * from {{ ref("int_core__mtd_check_out_bookings_metric") }}
),
int_core__mtd_cancelled_bookings_metric as (
select * from {{ ref("int_core__mtd_cancelled_bookings_metric") }}
),
int_core__mtd_billable_bookings_metric as (
select * from {{ ref("int_core__mtd_billable_bookings_metric") }}
),
int_core__mtd_guest_journey_metrics as (
select * from {{ ref("int_core__mtd_guest_journey_metrics") }}
),
int_core__mtd_accommodation_metrics as (
select * from {{ ref("int_core__mtd_accommodation_metrics") }}
),
int_core__mtd_deal_metrics as (
select * from {{ ref("int_core__mtd_deal_metrics") }}
),
int_core__mtd_guest_payments_metrics as (
select * from {{ ref("int_core__mtd_guest_payments_metrics") }}
),
int_xero__mtd_invoicing_metrics as (
select * from {{ ref("int_xero__mtd_invoicing_metrics") }}
),
int_dates_mtd_by_dimension as (
select * from {{ ref("int_dates_mtd_by_dimension") }}
),
plain_kpi_combination as (
select
d.year,
d.month,
d.day,
d.is_end_of_month,
d.is_current_month,
d.first_day_month,
d.date,
d.dimension,
d.dimension_value,
-- BOOKINGS --
created_bookings.created_bookings,
check_out_bookings.check_out_bookings,
cancelled_bookings.cancelled_bookings,
billable_bookings.billable_bookings,
-- GUEST JOURNEYS --
guest_journeys.created_guest_journeys,
guest_journeys.started_guest_journeys,
guest_journeys.completed_guest_journeys,
guest_journeys.paid_guest_journeys,
guest_journeys.start_rate_guest_journey,
guest_journeys.completion_rate_guest_journey,
guest_journeys.incompletion_rate_guest_journey,
guest_journeys.payment_rate_guest_journey,
-- DEALS --
deals.new_deals,
deals.never_booked_deals,
deals.first_time_booked_deals,
deals.active_deals,
deals.churning_deals,
deals.inactive_deals,
deals.reactivated_deals,
deals.deals_booked_in_month,
deals.deals_booked_in_6_months,
deals.deals_booked_in_12_months,
-- LISTINGS (ACCOMMODATIONS) --
accommodations.new_listings,
accommodations.never_booked_listings,
accommodations.first_time_booked_listings,
accommodations.active_listings,
accommodations.churning_listings,
accommodations.inactive_listings,
accommodations.reactivated_listings,
accommodations.listings_booked_in_month,
accommodations.listings_booked_in_6_months,
accommodations.listings_booked_in_12_months,
-- HOST (OPERATOR) REVENUE --
invoicing.xero_booking_net_fees_in_gbp,
invoicing.xero_listing_net_fees_in_gbp,
invoicing.xero_verification_net_fees_in_gbp,
invoicing.xero_operator_net_fees_in_gbp,
-- APIs REVENUE --
invoicing.xero_apis_net_fees_in_gbp,
invoicing.xero_e_deposit_net_fees_in_gbp,
invoicing.xero_guesty_net_fees_in_gbp,
-- HOST RESOLUTIONS --
invoicing.xero_host_resolution_amount_paid_in_gbp,
invoicing.xero_host_resolution_payment_count,
-- GUEST REVENUE AND PAYMENTS --
guest_payments.deposit_fees_in_gbp,
guest_payments.waiver_payments_in_gbp,
invoicing.xero_waiver_paid_back_to_host_in_gbp,
nullif(
coalesce(guest_payments.waiver_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) as waiver_net_fees_in_gbp,
guest_payments.checkin_cover_fees_in_gbp,
guest_payments.total_guest_payments_in_gbp,
nullif(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) as total_guest_revenue_in_gbp,
-- TOTAL REVENUE --
nullif(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0),
0
) as total_revenue_in_gbp,
-- GUEST REVENUE AND PAYMENTS WEIGHTED METRICS --
guest_payments.total_guest_payments_in_gbp / nullif(
guest_journeys.completed_guest_journeys, 0
) as guest_payments_per_completed_guest_journey,
guest_payments.total_guest_payments_in_gbp / nullif(
guest_journeys.paid_guest_journeys, 0
) as guest_payments_per_paid_guest_journey,
nullif(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) / nullif(
guest_journeys.completed_guest_journeys, 0
) as guest_revenue_per_completed_guest_journey,
nullif(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0),
0
) / nullif(
guest_journeys.paid_guest_journeys, 0
) as guest_revenue_per_paid_guest_journey,
-- TOTAL REVENUE WEIGHTED METRICS --
(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
) / nullif(
created_bookings.created_bookings, 0
) as total_revenue_per_created_booking,
(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
) / nullif(
guest_journeys.created_guest_journeys, 0
) as total_revenue_per_created_guest_journey,
(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
) / nullif(
deals.deals_booked_in_month, 0
) as total_revenue_per_deals_booked_in_month,
(
coalesce(guest_payments.total_guest_payments_in_gbp, 0)
+ coalesce(invoicing.xero_waiver_paid_back_to_host_in_gbp, 0)
+ coalesce(invoicing.xero_operator_net_fees_in_gbp, 0)
+ coalesce(invoicing.xero_apis_net_fees_in_gbp, 0)
) / nullif(
accommodations.listings_booked_in_month, 0
) as total_revenue_per_listings_booked_in_month
from int_dates_mtd_by_dimension d
left join
int_core__mtd_created_bookings_metric created_bookings
on d.date = created_bookings.date
and d.dimension = created_bookings.dimension
and d.dimension_value = created_bookings.dimension_value
left join
int_core__mtd_check_out_bookings_metric check_out_bookings
on d.date = check_out_bookings.date
and d.dimension = check_out_bookings.dimension
and d.dimension_value = check_out_bookings.dimension_value
left join
int_core__mtd_cancelled_bookings_metric cancelled_bookings
on d.date = cancelled_bookings.date
and d.dimension = cancelled_bookings.dimension
and d.dimension_value = cancelled_bookings.dimension_value
left join
int_core__mtd_billable_bookings_metric billable_bookings
on d.date = billable_bookings.date
and d.dimension = billable_bookings.dimension
and d.dimension_value = billable_bookings.dimension_value
left join
int_core__mtd_guest_journey_metrics guest_journeys
on d.date = guest_journeys.date
and d.dimension = guest_journeys.dimension
and d.dimension_value = guest_journeys.dimension_value
left join
int_core__mtd_accommodation_metrics accommodations
on d.date = accommodations.date
and d.dimension = accommodations.dimension
and d.dimension_value = accommodations.dimension_value
left join
int_core__mtd_deal_metrics deals
on d.date = deals.date
and d.dimension = deals.dimension
and d.dimension_value = deals.dimension_value
left join
int_core__mtd_guest_payments_metrics guest_payments
on d.date = guest_payments.date
and d.dimension = guest_payments.dimension
and d.dimension_value = guest_payments.dimension_value
left join
int_xero__mtd_invoicing_metrics invoicing
on d.date = invoicing.date
and d.dimension = invoicing.dimension
and d.dimension_value = invoicing.dimension_value
)
select
current.year,
current.month,
current.day,
current.is_end_of_month,
current.is_current_month,
current.first_day_month,
current.date,
current.dimension,
current.dimension_value,
previous_year.date as previous_year_date,
-- BOOKINGS --
{{ calculate_safe_relative_increment("created_bookings") }},
{{ calculate_safe_relative_increment("check_out_bookings") }},
{{ calculate_safe_relative_increment("cancelled_bookings") }},
{{ calculate_safe_relative_increment("billable_bookings") }},
-- GUEST JOURNEYS --
{{ calculate_safe_relative_increment("created_guest_journeys") }},
{{ calculate_safe_relative_increment("started_guest_journeys") }},
{{ calculate_safe_relative_increment("completed_guest_journeys") }},
{{ calculate_safe_relative_increment("paid_guest_journeys") }},
{{ calculate_safe_relative_increment("start_rate_guest_journey") }},
{{ calculate_safe_relative_increment("completion_rate_guest_journey") }},
{{ calculate_safe_relative_increment("incompletion_rate_guest_journey") }},
{{ calculate_safe_relative_increment("payment_rate_guest_journey") }},
-- DEALS --
{{ calculate_safe_relative_increment("new_deals") }},
{{ calculate_safe_relative_increment("never_booked_deals") }},
{{ calculate_safe_relative_increment("first_time_booked_deals") }},
{{ calculate_safe_relative_increment("active_deals") }},
{{ calculate_safe_relative_increment("churning_deals") }},
{{ calculate_safe_relative_increment("inactive_deals") }},
{{ calculate_safe_relative_increment("reactivated_deals") }},
{{ calculate_safe_relative_increment("deals_booked_in_month") }},
{{ calculate_safe_relative_increment("deals_booked_in_6_months") }},
{{ calculate_safe_relative_increment("deals_booked_in_12_months") }},
-- LISTINGS --
{{ calculate_safe_relative_increment("new_listings") }},
{{ calculate_safe_relative_increment("never_booked_listings") }},
{{ calculate_safe_relative_increment("first_time_booked_listings") }},
{{ calculate_safe_relative_increment("active_listings") }},
{{ calculate_safe_relative_increment("churning_listings") }},
{{ calculate_safe_relative_increment("inactive_listings") }},
{{ calculate_safe_relative_increment("reactivated_listings") }},
{{ calculate_safe_relative_increment("listings_booked_in_month") }},
{{ calculate_safe_relative_increment("listings_booked_in_6_months") }},
{{ calculate_safe_relative_increment("listings_booked_in_12_months") }},
-- HOST (OPERATOR) REVENUE --
{{ calculate_safe_relative_increment("xero_booking_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_listing_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_verification_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_operator_net_fees_in_gbp") }},
-- APIs REVENUE --
{{ calculate_safe_relative_increment("xero_apis_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_e_deposit_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("xero_guesty_net_fees_in_gbp") }},
-- HOST RESOLUTIONS --
{{ calculate_safe_relative_increment("xero_host_resolution_amount_paid_in_gbp") }},
{{ calculate_safe_relative_increment("xero_host_resolution_payment_count") }},
-- GUEST REVENUE AND PAYMENTS --
{{ calculate_safe_relative_increment("deposit_fees_in_gbp") }},
{{ calculate_safe_relative_increment("waiver_payments_in_gbp") }},
{{ calculate_safe_relative_increment("xero_waiver_paid_back_to_host_in_gbp") }},
{{ calculate_safe_relative_increment("waiver_net_fees_in_gbp") }},
{{ calculate_safe_relative_increment("checkin_cover_fees_in_gbp") }},
{{ calculate_safe_relative_increment("total_guest_payments_in_gbp") }},
{{ calculate_safe_relative_increment("total_guest_revenue_in_gbp") }},
-- TOTAL REVENUE --
{{ calculate_safe_relative_increment("total_revenue_in_gbp") }},
-- GUEST REVENUE AND PAYMENTS WEIGHTED METRICS --
{{
calculate_safe_relative_increment(
"guest_payments_per_completed_guest_journey"
)
}},
{{ calculate_safe_relative_increment("guest_payments_per_paid_guest_journey") }},
{{ calculate_safe_relative_increment("guest_revenue_per_completed_guest_journey") }},
{{ calculate_safe_relative_increment("guest_revenue_per_paid_guest_journey") }},
-- TOTAL REVENUE WEIGHTED METRICS --
{{ calculate_safe_relative_increment("total_revenue_per_created_booking") }},
{{ calculate_safe_relative_increment("total_revenue_per_created_guest_journey") }},
{{ calculate_safe_relative_increment("total_revenue_per_deals_booked_in_month") }},
{{
calculate_safe_relative_increment(
"total_revenue_per_listings_booked_in_month"
)
}}
from plain_kpi_combination current
left join
plain_kpi_combination previous_year
on current.dimension = previous_year.dimension
and current.dimension_value = previous_year.dimension_value
and current.month = previous_year.month
and current.year = previous_year.year + 1
where
(
current.is_end_of_month = 1
or (current.is_current_month = 1 and current.day = previous_year.day)
)