Merged PR 4948: Reporting model for mtd aggregated metrics by deal

# Description

Creates a new model for reporting. It includes any relevant metric at Deal level in a similar format as we do for `mtd_aggregated_metrics`. Additionally, there's few Deal attributes - from Hubspot, segmentations, lifecycles, etc.

In order to dynamically choose which metrics are relevant on a Deal level, I modified the configuration in `int_mtd_aggregated_metrics` so the extraction is under control.

# 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. **Worth discussing the possibilities to include indexes in the future**

# Other

- [ ] Check if a full-refresh is required after this PR is merged.

Related work items: #28998

models/intermediate/cross/int_mtd_aggregated_metrics_by_deal.sql

@@ -0,0 +1,77 @@
+with
+    int_mtd_aggregated_metrics as (
+        select *
+        from {{ ref("int_mtd_aggregated_metrics") }} m
+        where dimension = 'by_deal' and include_in_account_reporting = true
+    ),
+    int_kpis__dimension_deals as (select * from {{ ref("int_kpis__dimension_deals") }}),
+    int_hubspot__deal as (select * from {{ ref("int_hubspot__deal") }}),
+    daily_deal_lifecycle as (select * from {{ ref("int_kpis__lifecycle_daily_deal") }}),
+    int_kpis__dimension_daily_accommodation as (
+        select * from {{ ref("int_kpis__dimension_daily_accommodation") }}
+    )
+
+select
+    -- PRIMARY KEY --
+    m.date,
+    m.dimension_value as id_deal,
+    m.metric,
+
+    -- TIME ATTRIBUTES --
+    m.year,
+    m.month,
+    m.day,
+    m.is_end_of_month,
+    m.is_current_month,
+    m.is_end_of_month_or_yesterday,
+    m.first_day_month,
+
+    -- MAIN DEAL ATTRIBUTES --
+    m.dimension_value || '-' || coalesce(ikdd.main_deal_name, '') as deal,
+    coalesce(
+        dda.active_accommodations_per_deal_segmentation, 'UNSET'
+    ) as active_accommodations_per_deal_segmentation,
+    ikdd.main_billing_country_iso_3_per_deal,
+
+    -- HUBSPOT ATTRIBUTES --
+    hd.account_manager,
+
+    -- DEAL BUSINESS SCOPE    
+    case
+        when ikdd.client_type = 'API'
+        then 'API'
+        when ikdd.client_type = 'PLATFORM'
+        then
+            case
+                when
+                    ikdd.id_deal is not null
+                    and m.date >= ikdd.min_user_in_new_dash_since_date_utc
+                then 'New Dash'
+                else 'Old Dash'
+            end
+        else 'UNSET'
+    end as business_scope,
+
+    -- DEAL LIFECYCLE --
+    daily_deal_lifecycle.deal_lifecycle_state,
+
+    -- METRIC VALUES AND DISPLAY --
+    m.order_by,
+    m.number_format,
+    -- Force 0 if null to avoid nulls in the report
+    coalesce(m.value, 0) as value,
+    coalesce(m.previous_year_value, 0) as previous_year_value,
+    m.relative_increment,
+    m.relative_increment_with_sign_format,
+    m.display_exclusion
+from int_mtd_aggregated_metrics m
+left join int_kpis__dimension_deals ikdd on m.dimension_value = ikdd.id_deal
+left join int_hubspot__deal hd on m.dimension_value = hd.id_deal
+left join
+    daily_deal_lifecycle
+    on m.date = daily_deal_lifecycle.date
+    and m.dimension_value = daily_deal_lifecycle.id_deal
+left join
+    int_kpis__dimension_daily_accommodation as dda
+    on m.date = dda.date
+    and m.dimension_value = dda.id_deal