fixed join for billing_countries and created new model for timeframe aggregations

This commit is contained in:
Joaquin Ossa 2024-11-25 16:17:12 +01:00
parent 7717ce3c53
commit de2cb8264b
2 changed files with 155 additions and 7 deletions

View file

@ -0,0 +1,144 @@
{% set yesterday = "(current_date - interval '1 day')" %}
{% set metric_names = (
"created_guest_journeys_not_cancelled",
"started_guest_journeys_not_cancelled",
"completed_guest_journeys_not_cancelled",
"created_guest_journeys",
"started_guest_journeys",
"completed_guest_journeys",
"total_csat_score_count",
"average_csat_score",
"deposit_fees_in_gbp",
"waiver_payments_in_gbp",
"checkin_cover_fees_in_gbp",
"total_guest_payments_in_gbp",
) %}
with
int_kpis__product_guest_daily_metrics as (
select
date_day,
has_payment,
has_id_check,
main_billing_country_iso_3_per_deal,
{% for metric in metric_names %}
{{ metric }}{% if not loop.last %},{% endif %}
{% endfor %}
from {{ ref("int_kpis__product_guest_daily_metrics") }}
),
date_ranges as (
select
{{ yesterday }} as current_date,
date_trunc('month', {{ yesterday }}) as current_month_start,
date_trunc('week', {{ yesterday }}) as current_week_start, -- Start of the current week
date_trunc('week', {{ yesterday }} - interval '1 year') as py_week_start, -- Start of the same week last year
date_trunc('week', {{ yesterday }} - interval '1 year')
+ interval '1 day'
* extract(
dow from {{ yesterday }} - interval '1 day'
) as py_week_current_date,
date_trunc('week', {{ yesterday }} - interval '1 week') as pp_week_start, -- Start of the same week in the previous period
date_trunc('month', {{ yesterday }} - interval '1 year') as py_month_start,
date_trunc('year', {{ yesterday }}) as current_year_start,
date_trunc('year', {{ yesterday }} - interval '1 year') as py_year_start,
date_trunc('month', {{ yesterday }} - interval '1 month') as pp_month_start,
{{ yesterday }} - interval '1 year' as py_current_date,
{{ yesterday }} - interval '1 month' as pm_current_date,
{{ yesterday }} - interval '1 week' as pw_current_date,
extract(day from {{ yesterday }}) as current_day_of_month
),
aggregated_metrics as (
{% for metric in metric_names %}
select
'{{ metric }}' as metric,
has_payment,
has_id_check,
main_billing_country_iso_3_per_deal,
'YTD' as timeframe,
sum(
case
when date_day between dr.current_year_start and {{ yesterday }}
then dm.{{ metric }}
end
) as current_value,
sum(
case
when date_day between dr.py_year_start and dr.py_current_date
then dm.{{ metric }}
end
) as py_value,
sum(
case
when date_day between dr.py_year_start and dr.py_current_date
then dm.{{ metric }}
end
) as pp_value
from int_kpis__product_guest_daily_metrics dm, date_ranges dr
where extract(day from date_day) <= dr.current_day_of_month
group by
metric, has_payment, has_id_check, main_billing_country_iso_3_per_deal
union all
select
'{{ metric }}' as metric,
has_payment,
has_id_check,
main_billing_country_iso_3_per_deal,
'MTD' as timeframe,
sum(
case
when date_day between dr.current_month_start and {{ yesterday }}
then dm.{{ metric }}
end
) as current_value,
sum(
case
when date_day between dr.py_month_start and dr.py_current_date
then dm.{{ metric }}
end
) as py_value,
sum(
case
when date_day between dr.pp_month_start and dr.pm_current_date
then dm.{{ metric }}
end
) as pp_value
from int_kpis__product_guest_daily_metrics dm, date_ranges dr
where extract(day from date_day) <= dr.current_day_of_month
group by
metric, has_payment, has_id_check, main_billing_country_iso_3_per_deal
union all
select
'{{ metric }}' as metric,
has_payment,
has_id_check,
main_billing_country_iso_3_per_deal,
'WTD' as timeframe,
sum(
case
when date_day between dr.current_week_start and {{ yesterday }}
then dm.{{ metric }}
end
) as current_value,
sum(
case
when date_day between dr.py_week_start and py_week_current_date
then dm.{{ metric }}
end
) as py_value,
sum(
case
when date_day between dr.pp_week_start and dr.pw_current_date
then dm.{{ metric }}
end
) as pp_value
from int_kpis__product_guest_daily_metrics dm, date_ranges dr
group by
metric, has_payment, has_id_check, main_billing_country_iso_3_per_deal
{% if not loop.last %}
union all
{% endif %}
{% endfor %}
)
select *
from aggregated_metrics

View file

@ -1,5 +1,3 @@
{% set has_payment_true = "('With Payment')" %}
with with
guest_journey_metrics as ( guest_journey_metrics as (
select select
@ -27,7 +25,8 @@ with
/ sum(gj.count_csat_score) / sum(gj.count_csat_score)
else null else null
end as average_csat_score end as average_csat_score
from {{ ref("int_kpis__metric_daily_check_in_attributed_guest_journeys") }} gj from
"intermediate"."int_kpis__metric_daily_check_in_attributed_guest_journeys" gj
group by group by
gj.date, gj.date,
gj.has_payment, gj.has_payment,
@ -43,7 +42,7 @@ with
sum(gp.waiver_payments_in_gbp) as waiver_payments_in_gbp, sum(gp.waiver_payments_in_gbp) as waiver_payments_in_gbp,
sum(gp.checkin_cover_fees_in_gbp) as checkin_cover_fees_in_gbp, sum(gp.checkin_cover_fees_in_gbp) as checkin_cover_fees_in_gbp,
sum(gp.total_guest_payments_in_gbp) as total_guest_payments_in_gbp sum(gp.total_guest_payments_in_gbp) as total_guest_payments_in_gbp
from {{ ref("int_kpis__metric_daily_guest_payments") }} gp from "intermediate"."int_kpis__metric_daily_guest_payments" gp
where gp.date < current_date where gp.date < current_date
group by gp.date, gp.has_id_check, gp.main_billing_country_iso_3_per_deal group by gp.date, gp.has_id_check, gp.main_billing_country_iso_3_per_deal
), ),
@ -66,22 +65,25 @@ with
gp.waiver_payments_in_gbp, gp.waiver_payments_in_gbp,
gp.checkin_cover_fees_in_gbp, gp.checkin_cover_fees_in_gbp,
gp.total_guest_payments_in_gbp gp.total_guest_payments_in_gbp
from {{ ref("int_kpis__dimension_date_product_guest") }} dd from "intermediate"."int_kpis__dimension_date_product_guest" dd
left join left join
guest_journey_metrics gj guest_journey_metrics gj
on gj.date = dd.date_day on gj.date = dd.date_day
and gj.has_payment = dd.has_payment and gj.has_payment = dd.has_payment
and gj.has_id_check = dd.has_id_check and gj.has_id_check = dd.has_id_check
and gj.main_billing_country_iso_3_per_deal
= dd.main_billing_country_iso_3_per_deal
left join left join
guest_payment_metrics gp guest_payment_metrics gp
on gp.date = dd.date_day on gp.date = dd.date_day
and gp.has_id_check = dd.has_id_check and gp.has_id_check = dd.has_id_check
and dd.has_payment = {{ has_payment_true }} and dd.has_payment = ('With Payment')
and gp.main_billing_country_iso_3_per_deal
= dd.main_billing_country_iso_3_per_deal
-- Restricts the records by date being in the past or in the next following 12 -- Restricts the records by date being in the past or in the next following 12
-- months -- months
where dd.date_day <= current_date + interval '1 year' where dd.date_day <= current_date + interval '1 year'
) )
select select
gk.date_day, gk.date_day,
gk.date_week, gk.date_week,
@ -141,6 +143,8 @@ left join
on gk.date_day = gk_py.date_day + interval '1 year' on gk.date_day = gk_py.date_day + interval '1 year'
and gk.has_payment = gk_py.has_payment and gk.has_payment = gk_py.has_payment
and gk.has_id_check = gk_py.has_id_check and gk.has_id_check = gk_py.has_id_check
and gk.main_billing_country_iso_3_per_deal
= gk_py.main_billing_country_iso_3_per_deal
-- Here we use a group by because of leap days that generate duplicity when being -- Here we use a group by because of leap days that generate duplicity when being
-- moved to another year -- moved to another year
group by group by