Set production environment

Signed-off-by: Even Wei <[email protected]>

Author: even-wei

models/customer_order_pattern.sql

@@ -0,0 +1,9 @@
+-- Analyzing Order Patterns
+SELECT
+    customer_id,
+    first_order,
+    most_recent_order,
+    number_of_orders,
+    DATEDIFF('day', first_order, most_recent_order) AS days_active,
+    DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders
+FROM {{ ref('customers') }}

models/customer_segments.sql

@@ -0,0 +1,16 @@
+-- Customer Segmentation based on number of orders and lifetime value
+SELECT
+    customer_id,
+    number_of_orders,
+    customer_lifetime_value,
+    CASE 
+        WHEN number_of_orders > 10 THEN 'Frequent Buyer'
+        WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer'
+        ELSE 'Rare Buyer'
+    END AS order_frequency_segment,
+    CASE 
+        WHEN customer_lifetime_value > 10 THEN 'High Value'
+        WHEN customer_lifetime_value BETWEEN 50 AND 10 THEN 'Medium Value'
+        ELSE 'Low Value'
+    END AS value_segment
+FROM {{ ref('customers') }}

profiles.yml

@@ -6,3 +6,9 @@ jaffle_shop:
       type: duckdb
       path: 'jaffle_shop.duckdb'
       threads: 24
+      schema: dev
+    prod:
+      type: duckdb
+      path: 'jaffle_shop.duckdb'
+      threads: 24
+      schema: prod