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/schema.yml

@@ -283,6 +283,14 @@ models:
           order for displaying purposes. Null values are accepted, but keep
           in mind that then there's no default controlled display order.
 
+      - name: include_in_account_reporting
+        data_type: boolean
+        description: |
+          Category to indicate if the metric should be included in the account
+          reporting (by deal). This will limit the display for reporting purposes.
+        data_tests:
+          - not_null
+
       - name: display_exclusion
         data_type: string
         description: |
@@ -2602,3 +2610,154 @@ models:
           Relative difference between the current year YTD and the YTD target, 
           with a sign to represent if the relative difference is good (positive) or bad 
           (negative) for our business.
+
+  - name: int_mtd_aggregated_metrics_by_deal
+    description: |
+      This model aggregates the historic information of our business by providing
+      different metrics at account level (by id_deal).
+      Additionally it provides Deal attributes.
+
+    data_tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns:
+            - date
+            - metric
+            - id_deal
+    columns:
+      - name: year
+        data_type: int
+        description: Year number of the given date.
+
+      - name: month
+        data_type: int
+        description: Month number of the given date.
+
+      - name: day
+        data_type: int
+        description: Day monthly number of the given date.
+
+      - name: is_end_of_month
+        data_type: boolean
+        description: Is end of month, 1 for yes, 0 for no.
+
+      - name: is_current_month
+        data_type: boolean
+        description: |
+          Checks if the date is within the current executed month, 
+          1 for yes, 0 for no.
+
+      - name: is_end_of_month_or_yesterday
+        data_type: boolean
+        description: |
+          Checks if the date is end of month or yesterday, 
+          1 for yes, 0 for no.
+
+      - name: first_day_month
+        data_type: date
+        description: |
+          First day of the month corresponding to the date field. 
+          It comes from int_dates_mtd logic.
+
+      - name: date
+        data_type: date
+        description: |
+          Main date for the computation, that is used for filters. 
+          It comes from int_dates_mtd logic.
+        data_tests:
+          - not_null
+
+      - name: id_deal
+        data_type: string
+        description: |
+          Unique ID for a deal, or account.
+        data_tests:
+          - not_null
+
+      - name: deal
+        data_type: string
+        description: |
+          Combination of the ID and the Name of the deal.
+
+      - 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.
+
+      - name: main_billing_country_iso_3_per_deal
+        data_type: string
+        description: |
+          ISO 3166-1 alpha-3 main country code in which the Deal is billed.
+          In some cases it's null.
+
+      - name: business_scope
+        data_type: string
+        description: |
+          Business scope identifying the metric source.
+
+      - name: account_manager
+        data_type: string
+        description: |
+          Account manager of the deal.
+          In some cases it's null.
+
+      - name: deal_lifecycle_state
+        data_type: string
+        description: |
+          Lifecycle state of the deal.
+
+      - name: metric
+        data_type: text
+        description: Name of the business metric.
+        data_tests:
+          - not_null
+
+      - name: order_by
+        data_type: integer
+        description: |
+          Order for displaying purposes. Null values are accepted, but keep
+          in mind that then there's no default controlled display order.
+
+      - name: number_format
+        data_type: text
+        description: Allows for grouping and formatting for displaying purposes.
+
+      - name: value
+        data_type: numeric
+        description: |
+          Numeric value (integer or decimal) that corresponds to the MTD computation of the metric
+          at a given date. Note that if the month is not in progress, then this value corresponds
+          to the monthly figure.
+
+      - name: previous_year_value
+        data_type: numeric
+        description: |
+          Numeric value (integer or decimal) that corresponds to the MTD computation of the metric
+          on the previous year at a given date.
+
+      - name: relative_increment
+        data_type: numeric
+        description: |
+          Numeric value that corresponds to the relative increment between value and previous year value,
+          following the computation: value / previous_year_value - 1.
+
+      - name: relative_increment_with_sign_format
+        data_type: numeric
+        description: |
+          Relative_increment value multiplied by -1 in case this metric's growth doesn't have a
+          positive impact for Truvi, otherwise is equal to relative_increment.
+          This value is specially created for formatting in PBI
+
+      - name: display_exclusion
+        data_type: string
+        description: |
+          Category to indicate if the metric requires a certain exclusion due 
+          to relying on not timely information.
+          This will limit the display for reporting purposes.
+        data_tests:
+          - not_null
+          - accepted_values:
+              values:
+                - NONE
+                - INVOICING
+                - ONGOING_MONTH