Capped new ratios

macros/calculate_safe_relative_increment.sql

@@ -7,8 +7,36 @@ It's designed to be placed within a SELECT statement.
 It ensure safe divide by zero division by applying a nullif function.
 
 */
-{% macro calculate_safe_relative_increment(metric, current='current', previous='previous_year') %}
+{% macro calculate_safe_relative_increment(
+    metric, current="current", previous="previous_year"
+) %}
+    -- Metrics that need to be capped between -1 and 1
+    {% set capped_metrics = [
+        "host_resolution_payment_per_created_booking_ratio",
+        "revenue_retained_post_resolutions_ratio",
+        "revenue_retained_ratio",
+    ] %}
+    {% if metric in capped_metrics %}
+        -- Cap current and previous values between -1 and 1
+        case
+            when {{ current }}.{{ metric }} is null
+            then null
+            else least(1, greatest(-1, {{ current }}.{{ metric }}))
+        end as {{ metric }},
+        case
+            when {{ previous }}.{{ metric }} is null
+            then null
+            else least(1, greatest(-1, {{ previous }}.{{ metric }}))
+        end as {{ previous }}_{{ metric }},
+        cast(least(1, greatest(-1, {{ current }}.{{ metric }})) as decimal)
+        / nullif(least(1, greatest(-1, {{ previous }}.{{ metric }})), 0)
+        - 1 as relative_increment_{{ metric }}
+    {% else %}
+        -- No capping applied, default behavior
         {{ current }}.{{ metric }},
         {{ previous }}.{{ metric }} as {{ previous }}_{{ metric }},
-    cast({{ current }}.{{ metric }} as decimal) / nullif({{ previous }}.{{ metric }},0) - 1 as relative_increment_{{ metric }}
+        cast({{ current }}.{{ metric }} as decimal)
+        / nullif({{ previous }}.{{ metric }}, 0)
+        - 1 as relative_increment_{{ metric }}
+    {% endif %}
 {% endmacro %}