Merged PR 3430: Weekly aggregated guest journey metrics

# 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

models/intermediate/kpis/int_kpis__agg_weekly_check_in_attributed_guest_journeys.sql

@@ -0,0 +1,38 @@
+{% set dimensions = get_kpi_dimensions_per_model("CHECK_IN_ATTRIBUTED_GUEST_JOURNEYS") %}
+
+{{
+    config(
+        materialized="table", unique_key=["end_date", "dimension", "dimension_value"]
+    )
+}}
+
+
+{% for dimension in dimensions %}
+    select
+        -- Unique Key --
+        start_date,
+        end_date,
+        week,
+        {{ dimension.dimension }} as dimension,
+        {{ dimension.dimension_value }} as dimension_value,
+        -- Metrics --
+        sum(
+            created_guest_journeys_not_cancelled
+        ) as created_guest_journeys_not_cancelled,
+        sum(
+            started_guest_journeys_not_cancelled
+        ) as started_guest_journeys_not_cancelled,
+        sum(
+            completed_guest_journeys_not_cancelled
+        ) as completed_guest_journeys_not_cancelled,
+        sum(created_guest_journeys) as created_guest_journeys,
+        sum(started_guest_journeys) as started_guest_journeys,
+        sum(completed_guest_journeys) as completed_guest_journeys,
+        sum(count_csat_score) as count_csat_score,
+        sum(count_csat_score * average_csat_score) / nullif(sum(count_csat_score), 0) as average_csat_score
+    from {{ ref("int_kpis__metric_weekly_check_in_attributed_guest_journeys") }}
+    group by 1, 2, 3, 4, 5
+    {% if not loop.last %}
+        union all
+    {% endif %}
+{% endfor %}

models/intermediate/kpis/int_kpis__dimension_dates.sql

@@ -13,8 +13,8 @@ with
             id.date_day as date,
             id.month_start_date as first_day_month,
             id.month_end_date as last_day_month,
-            id.week_start_date as first_day_week,
+            id.iso_week_start_date as first_day_week,
-            id.week_end_date as last_day_week,
+            id.iso_week_end_date as last_day_week,
             now()::date as today
         from int_dates id
     )

models/intermediate/kpis/int_kpis__metric_weekly_check_in_attributed_guest_journeys.sql

@@ -0,0 +1,35 @@
+{{
+    config(
+        materialized="view",
+        unique_key=["end_date", "id_deal", "has_payment", "has_id_check", "active_accommodations_per_deal_segmentation"],
+    )
+}}
+
+select
+    -- Unique Key --
+    d.first_day_week as start_date,
+    d.date as end_date,
+    d.week,
+    b.id_deal,
+    b.has_payment,
+    b.has_id_check,
+    -- Dimensions --
+    b.active_accommodations_per_deal_segmentation,
+    b.main_billing_country_iso_3_per_deal,
+    -- Metrics --
+    sum(b.created_guest_journeys_not_cancelled) as created_guest_journeys_not_cancelled,
+    sum(b.started_guest_journeys_not_cancelled) as started_guest_journeys_not_cancelled,
+    sum(
+        b.completed_guest_journeys_not_cancelled
+    ) as completed_guest_journeys_not_cancelled,
+    sum(b.created_guest_journeys) as created_guest_journeys,
+    sum(b.started_guest_journeys) as started_guest_journeys,
+    sum(b.completed_guest_journeys) as completed_guest_journeys,
+    sum(b.count_csat_score) as count_csat_score,
+    sum(b.count_csat_score * b.average_csat_score) / nullif(sum(b.count_csat_score), 0) as average_csat_score
+from {{ ref("int_kpis__dimension_dates") }} d
+left join
+    {{ ref("int_kpis__metric_daily_check_in_attributed_guest_journeys") }} b
+    on date_trunc('week', b.date)::date = d.first_day_week
+where d.is_end_of_week = true and b.id_deal is not null
+group by 1, 2, 3, 4, 5, 6, 7, 8

models/intermediate/kpis/schema.yml

@@ -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