Add saved queries and exports for SL

dbt-labs · Apr 4, 2024 · 6a4f91c · 6a4f91c
1 parent 2447e1b
commit 6a4f91c
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Showing 4 changed files with 109 additions and 4 deletions.
diff --git a/models/marts/customers.yml b/models/marts/customers.yml
@@ -55,6 +55,9 @@ semantic_models:
         type_params:
           time_granularity: day
     measures:
+      - name: customers
+        description: Count of unique customers
+        agg: count_distinct
       - name: count_lifetime_orders
         description: Total count of orders per customer.
         agg: sum
@@ -64,3 +67,40 @@ semantic_models:
       - name: lifetime_spend
         agg: sum
         description: Gross customer lifetime spend inclusive of taxes.
+
+metrics:
+  - name: lifetime_spend_pretax
+    description: Customer's lifetime spend before tax
+    label: LTV Pre-tax
+    type: simple
+    type_params:
+      measure: lifetime_spend_pretax
+  - name: count_lifetime_orders
+    description: Count of lifetime orders
+    label: Count Lifetime Orders
+    type: simple
+    type_params:
+      measure: count_lifetime_orders
+  - name: average_order_value
+    description: LTV pre-tax / number of orders
+    label: Average Order Value
+    type: derived
+    type_params:
+      metrics:
+        - count_lifetime_orders
+        - lifetime_spend_pretax
+      expr: lifetime_spend_pretax / count_lifetime_orders
+
+saved_queries:
+  - name: customer_order_metrics
+    query_params:
+      metrics:
+        - count_lifetime_orders
+        - lifetime_spend_pretax
+        - average_order_value
+      group_by:
+        - Entity('customer')
+    exports:
+      - name: customer_order_metrics
+        config:
+          export_as: table
diff --git a/models/marts/order_items.yml b/models/marts/order_items.yml
@@ -111,17 +111,30 @@ metrics:
     type: simple
     type_params:
       measure: food_revenue
+  - name: drink_revenue
+    description: The revenue from drinks in each order
+    label: Drink Revenue
+    type: simple
+    type_params:
+      measure: drink_revenue
 
-  #Ratio Metrics
+  # Ratio Metrics
   - name: food_revenue_pct
     description: The % of order revenue from food.
     label: Food Revenue %
     type: ratio
     type_params:
       numerator: food_revenue
       denominator: revenue
+  - name: drink_revenue_pct
+    description: The % of order revenue from drinks.
+    label: Drink Revenue %
+    type: ratio
+    type_params:
+      numerator: drink_revenue
+      denominator: revenue
 
-  #Derived Metrics
+  # Derived Metrics
   - name: revenue_growth_mom
     description: "Percentage growth of revenue compared to 1 month ago. Excluded tax"
     type: derived
@@ -152,3 +165,17 @@ metrics:
     type: cumulative
     type_params:
       measure: revenue
+
+saved_queries:
+  - name: revenue_metrics
+    query_params:
+      metrics:
+        - revenue
+        - food_revenue
+        - drink_revenue
+      group_by:
+        - TimeDimension('metric_time', 'day')
+    exports:
+      - name: revenue_metrics
+        config:
+          export_as: table
diff --git a/models/marts/orders.sql b/models/marts/orders.sql
@@ -30,7 +30,6 @@ order_items_summary as (
 
 ),
 
-
 compute_booleans as (
 
     select
@@ -49,6 +48,19 @@ compute_booleans as (
         order_items_summary
         on orders.order_id = order_items_summary.order_id
 
+),
+
+add_customer_order_count as (
+
+    select
+        *,
+        row_number() over (
+            partition by customer_id
+            order by ordered_at asc
+        ) as customer_order_number
+
+    from compute_booleans
+
 )
 
-select * from compute_booleans
+select * from add_customer_order_count
diff --git a/models/marts/orders.yml b/models/marts/orders.yml
@@ -104,6 +104,8 @@ semantic_models:
         type: categorical
       - name: is_drink_order
         type: categorical
+      - name: customer_order_number
+        type: categorical
     measures:
       - name: order_total
         description: The total amount for each order including taxes.
@@ -125,6 +127,14 @@ metrics:
     label: Order Total
     type_params:
       measure: order_total
+  - name: new_customer_orders
+    description: New customer's first order count
+    label: New Customers
+    type: simple
+    type_params:
+      measure: order_count
+    filter: |
+      {{ Dimension('order_id__customer_order_number') }} = 1
   - name: large_orders
     description: "Count of orders with order total over 20."
     type: simple
@@ -155,3 +165,19 @@ metrics:
       measure: order_count
     filter: |
       {{ Dimension('order_id__is_drink_order') }} = true
+
+saved_queries:
+  - name: order_metrics
+    query_params:
+      metrics:
+        - orders
+        - new_customer_orders
+        - order_total
+        - food_orders
+        - drink_orders
+      group_by:
+        - TimeDimension('metric_time', 'day')
+    exports:
+      - name: order_metrics
+        config:
+          export_as: table