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Merged PR 3430: Weekly aggregated guest journey metrics

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# Description

Here I created a weekly aggregated model for guest journey metrics.
I changed the daily_dimension week start and end to iso so it matches the week date obtained by Postgres for this aggregation

# 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: #23373
This commit is contained in:
Joaquin Ossa 2024-11-06 10:17:46 +00:00
commit 60204b53e8
4 changed files with 364 additions and 2 deletions
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289
models/intermediate/kpis/schema.yml
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@ -3518,6 +3518,295 @@ models:
max_value: 5
strictly: false
- name: int_kpis__metric_weekly_check_in_attributed_guest_journeys
description: |
This model computes the Weekly metrics associated with Guest Journeys
attributed to Check-In date at the deepest granularity.
The unique key corresponds to:
- end_date,
- id_deal,
- has_payment,
- has_id_check,
- active_accommodations_per_deal_segmentation.
tests:
- dbt_utils.unique_combination_of_columns:
combination_of_columns:
- end_date
- id_deal
- has_payment
- has_id_check
- active_accommodations_per_deal_segmentation
columns:
- name: start_date
data_type: date
description: |
The start date of the time range considered for the metrics in this record.
tests:
- not_null
- name: end_date
data_type: date
description: |
The end date of the time range considered for the metrics in this record.
tests:
- not_null
- name: week
data_type: int
description: ISO week number of the given date.
tests:
- not_null
- name: id_deal
data_type: character varying
description: Unique identifier of an account.
tests:
- not_null
- name: has_payment
data_type: string
description: Has there been any guest payments on the guest journey.
tests:
- not_null
- accepted_values:
values:
- W/O Payment
- With Payment
- name: has_id_check
data_type: string
description: Does the verification in the guest journey
include Government Id Check for the bookings.
tests:
- not_null
- accepted_values:
values:
- W/O Id Check
- With Id Check
- name: active_accommodations_per_deal_segmentation
data_type: text
description: |
Segment value based on the number of listings booked in 12 months
for a given deal and date.
tests:
- not_null
- accepted_values:
values:
- "0"
- "01-05"
- "06-20"
- "21-60"
- "61+"
- "UNSET"
- name: main_billing_country_iso_3_per_deal
data_type: character varying
description: |
Main billing country of the host aggregated at Deal level.
tests:
- not_null
- name: created_guest_journeys_not_cancelled
data_type: numeric
description: |
Weekly accumulated count of daily guest journeys created, excluding cancelled
bookings, in a given date and per specified dimension.
tests:
- not_null
- name: started_guest_journeys_not_cancelled
data_type: numeric
description: |
Weekly accumulated count of daily guest journeys started, excluding cancelled
bookings, in a given date and per specified dimension.
tests:
- not_null
- name: completed_guest_journeys_not_cancelled
data_type: numeric
description: |
Weekly accumulated count of daily guest journeys completed, excluding cancelled
bookings, in a given date and per specified dimension.
tests:
- not_null
- name: created_guest_journeys
data_type: numeric
description: |
Weekly accumulated count of daily guest journeys created in a given date and
per specified dimension.
tests:
- not_null
- name: started_guest_journeys
data_type: numeric
description: |
Weekly accumulated count of daily guest journeys started in a given date and
per specified dimension.
tests:
- not_null
- name: completed_guest_journeys
data_type: numeric
description: |
Weekly accumulated count of daily guest journeys completed in a given date and
per specified dimension.
tests:
- not_null
- name: count_csat_score
data_type: numeric
description: |
Weekly accumulated count of guest journeys with CSAT
(customer satisfaction score) in a given date, dimension, and value.
- name: average_csat_score
data_type: numeric
description: |
Weekly accumulated average CSAT score in a given date, dimension, and value.
tests:
- dbt_expectations.expect_column_values_to_be_between:
min_value: 0
max_value: 5
strictly: false
- name: int_kpis__agg_weekly_check_in_attributed_guest_journeys
description: |
This model computes the dimension aggregation for Weekly metrics associated
to Guest Journeys attributed to Check-In date.
tests:
- dbt_utils.unique_combination_of_columns:
combination_of_columns:
- end_date
- dimension
- dimension_value
columns:
- name: start_date
data_type: date
description: |
The start date of the time range considered for the metrics in this record.
tests:
- not_null
- name: end_date
data_type: date
description: |
The end date of the time range considered for the metrics in this record.
tests:
- not_null
- name: week
data_type: int
description: Week number of the given date.
tests:
- not_null
- name: dimension
data_type: text
description: |
The dimension or granularity of the metrics.
tests:
- assert_dimension_completeness:
metric_column_name: created_guest_journeys_not_cancelled
- assert_dimension_completeness:
metric_column_name: started_guest_journeys_not_cancelled
- assert_dimension_completeness:
metric_column_name: completed_guest_journeys_not_cancelled
- assert_dimension_completeness:
metric_column_name: created_guest_journeys
- assert_dimension_completeness:
metric_column_name: started_guest_journeys
- assert_dimension_completeness:
metric_column_name: completed_guest_journeys
- assert_dimension_completeness:
metric_column_name: count_csat_score
- accepted_values:
values:
- global
- by_deal
- by_has_payment
- by_has_id_check
- by_billing_country
- by_number_of_listings
- name: dimension_value
data_type: text
description: |
The value or segment available for the selected dimension.
tests:
- not_null
- name: created_guest_journeys_not_cancelled
data_type: numeric
description: |
Weekly aggregated count of guest journeys created, excluding
cancelled bookings, for a given date, dimension, and value.
tests:
- not_null
- name: started_guest_journeys_not_cancelled
data_type: numeric
description: |
Weekly aggregated count of guest journeys started, excluding
cancelled bookings, for a given date, dimension, and value.
tests:
- not_null
- name: completed_guest_journeys_not_cancelled
data_type: numeric
description: |
Weekly aggregated count of guest journeys completed, excluding
cancelled bookings, for a given date, dimension, and value.
tests:
- not_null
- name: created_guest_journeys
data_type: numeric
description: |
Weekly aggregated count of guest journeys created for a given date,
dimension, and value.
tests:
- not_null
- name: started_guest_journeys
data_type: numeric
description: |
Weekly aggregated count of guest journeys started for a given date,
dimension, and value.
tests:
- not_null
- name: completed_guest_journeys
data_type: numeric
description: |
Weekly aggregated count of guest journeys completed for a given date,
dimension, and value.
tests:
- not_null
- name: count_csat_score
data_type: numeric
description: |
Weekly aggregated count of guest journeys with CSAT
(customer satisfaction score) in a given date, dimension, and value.
- name: average_csat_score
data_type: numeric
description: |
Weekly aggregated average CSAT score in a given date,
dimension, and value.
tests:
- dbt_expectations.expect_column_values_to_be_between:
min_value: 0
max_value: 5
strictly: false
- name: int_kpis__metric_mtd_check_in_attributed_guest_journeys
description: |
This model computes the Month-To-Date metrics associated with Guest Journeys