counterweight/data-dwh-dbt-project
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions

Merged PR 2068: Adding cancelled bookings metric

Browse source 
Adding cancelled bookings metric based on the feedback of the tech team. Mainly, the date of a cancelled booking can be considered as the `updated_date_utc` for those bookings with status cancelled, as it's a terminal state and no additional steps should follow.

I also took the opportunity to update:
- The order on the `int_core__mtd_aggregated_metrics`, so it matches the one in the Notion page for the 1st batch, freeing already the space for the order_by numbers for missing metrics
- Make acronyms of alias in the `main_kpi` subquery in `int_core__mtd_booking_metrics` slightly more clear
- Remove empty line at the end of the file in `int_core__mtd_booking_metrics`

Keep in mind that the cancelled bookings metric will be directly available in the dashboard once this PR is approved and DWH re-runs.

Related work items: #17310
This commit is contained in:
Oriol Roqué Paniagua 2024-06-18 14:58:55 +00:00
parent 06fc35e58d
commit 771b226888
2 changed files with 93 additions and 67 deletions
Download patch file Download diff file Expand all files Collapse all files

131
models/intermediate/core/int_core__mtd_aggregated_metrics.sql
View file

@ -11,69 +11,24 @@
{
"source": "int_core__mtd_booking_metrics",
"order_by": 2,
"metric": "Cancelled Bookings",
"value": "cancelled_bookings",
"previous_year_value": "previous_year_cancelled_bookings",
"relative_increment": "relative_increment_cancelled_bookings",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 3,
"metric": "Checkout Bookings",
"value": "check_out_bookings",
"previous_year_value": "previous_year_check_out_bookings",
"relative_increment": "relative_increment_check_out_bookings",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 3,
"metric": "Listings Booked in Month",
"value": "listings_booked_in_month",
"previous_year_value": "previous_year_listings_booked_in_month",
"relative_increment": "relative_increment_listings_booked_in_month",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 4,
"metric": "Listings Booked in 6 Months",
"value": "listings_booked_in_6_months",
"previous_year_value": "previous_year_listings_booked_in_6_months",
"relative_increment": "relative_increment_listings_booked_in_6_months",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 5,
"metric": "Listings Booked in 12 Months",
"value": "listings_booked_in_12_months",
"previous_year_value": "previous_year_listings_booked_in_12_months",
"relative_increment": "relative_increment_listings_booked_in_12_months",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 6,
"metric": "Hosts Booked in Month",
"value": "hosts_booked_in_month",
"previous_year_value": "previous_year_hosts_booked_in_month",
"relative_increment": "relative_increment_hosts_booked_in_month",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 7,
"metric": "Hosts Booked in 6 Months",
"value": "hosts_booked_in_6_months",
"previous_year_value": "previous_year_hosts_booked_in_6_months",
"relative_increment": "relative_increment_hosts_booked_in_6_months",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 8,
"metric": "Hosts Booked in 12 Months",
"value": "hosts_booked_in_12_months",
"previous_year_value": "previous_year_hosts_booked_in_12_months",
"relative_increment": "relative_increment_hosts_booked_in_12_months",
"number_format": "integer",
},
{
{
"source": "int_core__mtd_guest_journey_metrics",
"order_by": 9,
"order_by": 4,
"metric": "Guest Journey Created",
"value": "created_guest_journeys",
"previous_year_value": "previous_year_created_guest_journeys",
@ -82,7 +37,7 @@
},
{
"source": "int_core__mtd_guest_journey_metrics",
"order_by": 10,
"order_by": 5,
"metric": "Guest Journey Started",
"value": "started_guest_journeys",
"previous_year_value": "previous_year_started_guest_journeys",
@ -91,16 +46,70 @@
},
{
"source": "int_core__mtd_guest_journey_metrics",
"order_by": 11,
"order_by": 6,
"metric": "Guest Journey Completed",
"value": "completed_guest_journeys",
"previous_year_value": "previous_year_completed_guest_journeys",
"relative_increment": "relative_increment_completed_guest_journeys",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 9,
"metric": "Hosts Booked in Month",
"value": "hosts_booked_in_month",
"previous_year_value": "previous_year_hosts_booked_in_month",
"relative_increment": "relative_increment_hosts_booked_in_month",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 10,
"metric": "Hosts Booked in 6 Months",
"value": "hosts_booked_in_6_months",
"previous_year_value": "previous_year_hosts_booked_in_6_months",
"relative_increment": "relative_increment_hosts_booked_in_6_months",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 11,
"metric": "Hosts Booked in 12 Months",
"value": "hosts_booked_in_12_months",
"previous_year_value": "previous_year_hosts_booked_in_12_months",
"relative_increment": "relative_increment_hosts_booked_in_12_months",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 15,
"metric": "Listings Booked in Month",
"value": "listings_booked_in_month",
"previous_year_value": "previous_year_listings_booked_in_month",
"relative_increment": "relative_increment_listings_booked_in_month",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 16,
"metric": "Listings Booked in 6 Months",
"value": "listings_booked_in_6_months",
"previous_year_value": "previous_year_listings_booked_in_6_months",
"relative_increment": "relative_increment_listings_booked_in_6_months",
"number_format": "integer",
},
{
"source": "int_core__mtd_booking_metrics",
"order_by": 17,
"metric": "Listings Booked in 12 Months",
"value": "listings_booked_in_12_months",
"previous_year_value": "previous_year_listings_booked_in_12_months",
"relative_increment": "relative_increment_listings_booked_in_12_months",
"number_format": "integer",
},
{
"source": "int_core__mtd_guest_journey_metrics",
"order_by": 12,
"order_by": 19,
"metric": "Guest Journey Start Rate",
"value": "start_rate_guest_journey",
"previous_year_value": "previous_year_start_rate_guest_journey",
@ -109,7 +118,7 @@
},
{
"source": "int_core__mtd_guest_journey_metrics",
"order_by": 13,
"order_by": 20,
"metric": "Guest Journey Completion Rate",
"value": "completion_rate_guest_journey",
"previous_year_value": "previous_year_completion_rate_guest_journey",
@ -118,7 +127,7 @@
},
{
"source": "int_core__mtd_guest_journey_metrics",
"order_by": 14,
"order_by": 21,
"metric": "Guest Journey Incompletion Rate",
"value": "incompletion_rate_guest_journey",
"previous_year_value": "previous_year_incompletion_rate_guest_journey",

29
models/intermediate/core/int_core__mtd_booking_metrics.sql
View file

@ -1,7 +1,6 @@
/*
This model provides Month-To-Date (MTD) based on Booking metrics.
At this stage, we are not filtering out any booking_state (Approved, Cancelled, NotApproved, NoFlags, Flagged, IncompleteInformation, Rejected)
*/
{{ config(materialized="table", unique_key="date") }}
with
@ -30,6 +29,19 @@ with
and extract(day from b.check_out_date_utc) <= d.day
group by 1
),
-- Cancelled Bookings MTD --
-- Cancellation date equivalent to the last time the cancelled booking was updated
cancelled_year_month as (
select d.date, count(distinct b.id_booking) as cancelled_bookings
from int_dates_mtd d
inner join
int_core__bookings b
on extract(year from b.updated_date_utc) = d.year
and extract(month from b.updated_date_utc) = d.month
and extract(day from b.updated_date_utc) <= d.day
and upper(b.booking_state) = 'CANCELLED'
group by 1
),
-- Computation of number of months difference for activity-based logic --
creation_month_diff as (
select
@ -126,8 +138,9 @@ with
d.date,
d.is_end_of_month,
d.is_current_month,
cym.created_bookings,
crym.created_bookings,
coym.check_out_bookings,
caym.cancelled_bookings,
bba.listings_booked_in_month,
bba.listings_booked_in_6_months,
bba.listings_booked_in_12_months,
@ -141,9 +154,10 @@ with
bba.guests_booked_in_12_months,
bba.historic_booked_guests
from int_dates_mtd d
left join created_year_month cym on cym.date = d.date
left join check_out_year_month coym on d.date = coym.date
left join booking_based_activity bba on d.date = bba.date
left join created_year_month crym on crym.date = d.date
left join check_out_year_month coym on coym.date = d.date
left join cancelled_year_month caym on caym.date = d.date
left join booking_based_activity bba on bba.date = d.date
)
-- Pivoting to get previous year for each line & computing relative increment
-- (rel_incr) --
@ -163,6 +177,10 @@ select
b.check_out_bookings as previous_year_check_out_bookings,
cast(a.check_out_bookings as decimal) / b.check_out_bookings
- 1 as relative_increment_check_out_bookings,
a.cancelled_bookings,
b.cancelled_bookings as previous_year_cancelled_bookings,
cast(a.cancelled_bookings as decimal) / b.cancelled_bookings
- 1 as relative_increment_cancelled_bookings,
a.listings_booked_in_month,
b.listings_booked_in_month as previous_year_listings_booked_in_month,
cast(a.listings_booked_in_month as decimal) / b.listings_booked_in_month
@ -214,4 +232,3 @@ select
from main_kpi a
left join main_kpi b on a.month = b.month and a.year = b.year + 1
where (a.is_end_of_month = 1 or (a.is_current_month = 1 and a.day = b.day))