Merged PR 3616: Compute weekly new dash created services

# Description

Changes:
* Fixes weekly dates for KPIs. Before, joins were not working (but nothing was really used).
* Computes weekly new dash created services and exposes it to reporting

# 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.
- [ ] 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: #20809

models/intermediate/kpis/int_kpis__agg_weekly_new_dash_created_services.sql

@@ -0,0 +1,25 @@
+{% set dimensions = get_kpi_dimensions_per_model("NEW_DASH_CREATED_SERVICES") %}
+
+{{
+    config(
+        materialized="table", unique_key=["end_date", "dimension", "dimension_value"]
+    )
+}}
+
+
+{% for dimension in dimensions %}
+    select
+        -- Unique Key --
+        start_date,
+        end_date,
+        {{ dimension.dimension }} as dimension,
+        {{ dimension.dimension_value }} as dimension_value,
+        -- Metrics --
+        sum(created_services) as created_services,
+        sum(booking_with_created_services_count) as booking_with_created_services_count
+    from {{ ref("int_kpis__metric_weekly_new_dash_created_services") }}
+    group by 1, 2, 3, 4
+    {% if not loop.last %}
+        union all
+    {% endif %}
+{% endfor %}

models/intermediate/kpis/int_kpis__dimension_dates.sql

@@ -8,13 +8,13 @@ with
         select
             id.year_number as year,
             id.month_of_year as month,
-            id.week_of_year as week,
+            id.iso_week_of_year as week,
             id.day_of_month as day,
             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_new_dash_created_services.sql

@@ -0,0 +1,34 @@
+{{
+    config(
+        materialized="view",
+        unique_key=[
+            "end_date",
+            "service_name",
+            "id_user_host",
+            "new_dash_version",
+            "active_accommodations_per_deal_segmentation",
+        ],
+    )
+}}
+
+select
+    -- Unique Key --
+    d.first_day_week as start_date,
+    d.date as end_date,
+    cs.service_name,
+    cs.id_user_host,
+    cs.active_accommodations_per_deal_segmentation,
+    -- Dimensions --
+    cs.new_dash_version,
+    cs.id_deal,
+    cs.is_upgraded_service,
+    cs.main_billing_country_iso_3_per_deal,
+    -- Metrics --
+    sum(cs.created_services) as created_services,
+    count(distinct cs.id_booking) as booking_with_created_services_count
+from {{ ref("int_kpis__dimension_dates") }} d
+left join
+    {{ ref("int_kpis__metric_daily_new_dash_created_services") }} cs
+    on date_trunc('week', cs.date)::date = d.first_day_week
+where d.is_end_of_week = true and cs.id_deal is not null
+group by 1, 2, 3, 4, 5, 6, 7, 8, 9

models/intermediate/kpis/int_kpis__product_new_dash_agg_metrics.sql

@@ -2,6 +2,9 @@ with
     int_kpis__agg_daily_new_dash_created_services as (
         select * from {{ ref("int_kpis__agg_daily_new_dash_created_services") }}
     ),
+    int_kpis__agg_weekly_new_dash_created_services as (
+        select * from {{ ref("int_kpis__agg_weekly_new_dash_created_services") }}
+    ),
     int_kpis__agg_monthly_new_dash_created_services as (
         select * from {{ ref("int_kpis__agg_monthly_new_dash_created_services") }}
     )
@@ -14,6 +17,15 @@ select
     booking_with_created_services_count
 from int_kpis__agg_daily_new_dash_created_services
 union all
+select
+    end_date as date,
+    'weekly' as time_granularity,
+    dimension,
+    dimension_value,
+    created_services,
+    booking_with_created_services_count
+from int_kpis__agg_weekly_new_dash_created_services
+union all
 select
     end_date as date,
     'monthly' as time_granularity,

models/intermediate/kpis/schema.yml

@@ -5497,6 +5497,184 @@ models:
           apply to the same booking and these do not need to be created in the same
           time period. Therefore, it's not an additive metric.
 
+  - name: int_kpis__metric_weekly_new_dash_created_services
+    description: |
+      This model computes the Weekly Created Services at the 
+      deepest granularity.
+      It only retrieves services that come from users that are in New Dash, as well 
+      as it only considers services created after the user has moved to New Dash.
+      Be aware that any dimension that can change over the weekly period, 
+      such as daily segmentations, are included in the primary key of the 
+      model.
+
+      The unique key corresponds to: 
+      - end_date, 
+      - service_name,
+      - id_user_host,
+      - active_accommodations_per_deal_segmentation.
+
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - end_date
+            - service_name
+            - id_user_host
+            - 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: service_name
+        data_type: string
+        description: Name of the created service.
+        tests:
+          - not_null
+
+      - name: id_user_host
+        data_type: string
+        description: Unique identifier of the user that acts as Host.
+        tests:
+          - not_null
+
+      - name: id_deal
+        data_type: string
+        description: Unique identifier of an account.
+        tests:
+          - not_null
+
+      - name: is_upgraded_service
+        data_type: string
+        description: |
+          Whether the service is an upgraded version of the 
+          default. In other words, if it's not Basic Screening.
+        tests:
+          - not_null
+          - accepted_values:
+              values:
+                - "YES"
+                - "NO"
+
+      - name: new_dash_version
+        data_type: string
+        description: |
+          The version of the New Dash. It corresponds to the 
+          release or migration phase from user point of view.
+        tests:
+          - not_null
+
+      - name: active_accommodations_per_deal_segmentation
+        data_type: string
+        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: string
+        description: |
+          Main billing country of the host aggregated at Deal level.
+        tests:
+          - not_null
+
+      - name: created_services
+        data_type: bigint
+        description: |
+          Count of services created in a given month and per specified dimension.
+
+      - name: booking_with_created_services_count
+        data_type: bigint
+        description: |
+          Count of unique bookings in a given month and per specified dimension. 
+          This is an approximation to booking count since different services can 
+          apply to the same booking and these do not need to be created in the same
+          time period. Therefore, it's not an additive metric.
+
+  - name: int_kpis__agg_weekly_new_dash_created_services
+    description: |
+      This model computes the dimension aggregation for Weekly Created Services.
+      It only retrieves services that come from users that are in New Dash, as well 
+      as it only considers services created after the user has moved to New Dash.
+      The primary key of this model is end_date, dimension and dimension_value.
+
+    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: dimension
+        data_type: string
+        description: The dimension or granularity of the metrics.
+        tests:
+          - assert_dimension_completeness:
+              metric_column_names:
+                - created_services
+          - accepted_values:
+              values:
+                - global
+                - by_number_of_listings
+                - by_billing_country
+                - by_deal
+                - by_new_dash_version
+                - by_has_upgraded_service
+                - by_service
+                - by_host
+
+      - name: dimension_value
+        data_type: string
+        description: The value or segment available for the selected dimension.
+        tests:
+          - not_null
+
+      - name: created_services
+        data_type: bigint
+        description: The weekly created services for a given date range, dimension and value.
+
+      - name: booking_with_created_services_count
+        data_type: bigint
+        description: |
+          The weekly bookings with created services for a given date range, dimension and value.
+          This is an approximation to booking count since different services can 
+          apply to the same booking and these do not need to be created in the same
+          time period. Therefore, it's not an additive metric.
+
   - name: int_kpis__agg_monthly_new_dash_created_services
     description: |
       This model computes the dimension aggregation for Monthly Created Services.
@@ -5650,6 +5828,7 @@ models:
           - accepted_values:
               values:
                 - daily
+                - weekly
                 - monthly
 
       - name: dimension

models/reporting/kpis/schema.yml

@@ -234,6 +234,7 @@ models:
           - accepted_values:
               values:
                 - Daily
+                - Weekly
                 - Monthly
 
       - name: dimension