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Merged PR 3769: Adds int_core__ab_test_monitoring_guest_journey

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# Description

Adds a table that contain the main information needed for metric computation at verification request level that is part of an A/B test.

# 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: #25146
This commit is contained in:
Oriol Roqué Paniagua 2024-12-04 09:45:09 +00:00
parent 37c508fa69
commit 616b949ba4
2 changed files with 206 additions and 0 deletions
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110
models/intermediate/core/int_core__ab_test_monitoring_guest_journey.sql Normal file
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@ -0,0 +1,110 @@
{{
config(
materialized="table", unique_key=["id_verification_request", "ab_test_name"]
)
}}
{% set deposit_fees_verification_payment_type_items = "('FEE')" %}
{% set waiver_fees_verification_payment_type_items = "('WAIVER')" %}
{% set checkin_cover_fees_verification_payment_type_items = "('CHECKINCOVER')" %}
with
int_core__ab_test_tracking_guest_journey as (
select * from {{ ref("int_core__ab_test_tracking_guest_journey") }}
),
int_core__verification_payments as (
select * from {{ ref("int_core__verification_payments", version=2) }}
),
int_core__verification_requests as (
select * from {{ ref("int_core__verification_requests") }}
),
int_core__guest_satisfaction_responses as (
select * from {{ ref("int_core__guest_satisfaction_responses") }}
),
ab_test_tracking as (
select
id_verification_request,
ab_test_name,
variation,
date(first_appearance_at_utc) as first_appearance_date_utc
from int_core__ab_test_tracking_guest_journey
),
guest_journey_data as (
select
abt.ab_test_name,
abt.variation,
abt.id_verification_request,
abt.first_appearance_date_utc,
vr.verification_estimated_started_date_utc as verification_started_date_utc,
vr.verification_estimated_completed_date_utc
as verification_completed_date_utc,
gsr.experience_rating
from ab_test_tracking abt
left join
int_core__verification_requests vr
on abt.id_verification_request = vr.id_verification_request
left join
int_core__guest_satisfaction_responses gsr
on abt.id_verification_request = gsr.id_verification_request
)
select
gjd.ab_test_name,
gjd.variation,
gjd.id_verification_request,
gjd.first_appearance_date_utc,
gjd.verification_started_date_utc,
gjd.verification_completed_date_utc,
gjd.experience_rating,
max(vp.payment_paid_date_utc) as last_payment_paid_date_utc,
sum(
case
when
upper(vp.verification_payment_type)
in {{ deposit_fees_verification_payment_type_items }}
or upper(vp.verification_payment_type)
in {{ waiver_fees_verification_payment_type_items }}
or upper(vp.verification_payment_type)
in {{ checkin_cover_fees_verification_payment_type_items }}
then amount_without_taxes_in_gbp
else null
end
) as guest_revenue_without_taxes_in_gbp,
sum(
case
when
upper(vp.verification_payment_type)
in {{ deposit_fees_verification_payment_type_items }}
then amount_without_taxes_in_gbp
else null
end
) as deposit_fees_without_taxes_in_gbp,
sum(
case
when
upper(vp.verification_payment_type)
in {{ waiver_fees_verification_payment_type_items }}
then amount_without_taxes_in_gbp
else null
end
) as waiver_fees_without_taxes_in_gbp,
sum(
case
when
upper(vp.verification_payment_type)
in {{ checkin_cover_fees_verification_payment_type_items }}
then amount_without_taxes_in_gbp
else null
end
) as check_in_cover_fees_without_taxes_in_gbp
from guest_journey_data gjd
left join
int_core__verification_payments vp
on gjd.id_verification_request = vp.id_verification_request
and upper(vp.payment_status) = {{ var("paid_payment_state") }}
and (
upper(vp.verification_payment_type)
in {{ deposit_fees_verification_payment_type_items }}
or upper(vp.verification_payment_type)
in {{ waiver_fees_verification_payment_type_items }}
or upper(vp.verification_payment_type)
in {{ checkin_cover_fees_verification_payment_type_items }}
)
group by 1, 2, 3, 4, 5, 6, 7

96
models/intermediate/core/schema.yml
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@ -4333,3 +4333,99 @@ models:
purposes. Cannot be null.
tests:
- not_null
- name: int_core__ab_test_monitoring_guest_journey
description: |
Provides the Guest Journey A/B test key information to build metric monitoring on top.
The purpose of this table is not to compute the metrics themselves, but rather leave
a bit of open possibilities for whenever we're analysing results later on. This is
already materialised to avoid running long queries in the notebooks.
tests:
- dbt_utils.unique_combination_of_columns:
combination_of_columns:
- id_verification_request
- ab_test_name
columns:
- name: id_verification_request
data_type: integer
description: |
Identifier of the Verification Request. Acts as foreign key to the Verification Request table.
It can be duplicated across different Feature Flags - meaning the same verification request
can be part of none, one, or several A/B tests.
In this table, a Verification Request or Guest Journey can only appear once per A/B test.
Cannot be null.
tests:
- not_null
- name: ab_test_name
data_type: string
description: |
Name of the Guest Journey A/B test. It corresponds to the Feature Flag Name in the
backend. Cannot be null.
tests:
- not_null
- name: variation
data_type: string
description: |
Identifier of the variation a given Verification Request is in, within a
given Guest Journey A/B test. Cannot be null.
tests:
- not_null
- name: first_appearance_date_utc
data_type: date
description: |
Date of the first Verification Request Feature Flag record created
with the same verification request and A/B test name. Mostly for information
purposes. Cannot be null.
tests:
- not_null
- name: verification_started_date_utc
data_type: date
description: |
Date of when the Guest Journey was started. Can be null.
- name: verification_completed_date_utc
data_type: date
description: |
Date of when the Guest Journey was completed. Can be null.
- name: experience_rating
data_type: integer
description: |
CSAT score value for the Guest Journey. Can be null.
- name: last_payment_paid_date_utc
data_type: date
description: |
Date of when the last paid payment on this Guest Journey
happened. Can be null.
- name: guest_revenue_without_taxes_in_gbp
data_type: float
description: |
Total guest revenue paid without taxes in GBP, including Deposit
Fees, Waiver Fees and Check-In Cover fees. Can be null.
- name: deposit_fees_without_taxes_in_gbp
data_type: float
description: |
Deposit fees revenue paid without taxes in GBP.
Can be null.
- name: waiver_fees_without_taxes_in_gbp
data_type: float
description: |
Waiver fees revenue paid without taxes in GBP.
Can be null.
- name: check_in_cover_fees_without_taxes_in_gbp
data_type: float
description: |
Check-in Cover fees revenue paid without taxes in GBP.
Can be null.