Skip to content
Aabha AI Academy
Skip to reading

SQL

12 Verify

-- 12_verify: Check metric grain and totals
-- Read-only reference query. Setup must be loaded first.
WITH line_totals AS (
 SELECT order_id,SUM(quantity*unit_price-line_discount) AS line_sales
 FROM aabha_sql.order_items GROUP BY order_id
), refund_totals AS (
 SELECT order_id,SUM(amount) AS refunded
 FROM aabha_sql.refunds WHERE refund_date < DATE '2025-04-01' GROUP BY order_id
), order_net AS (
 SELECT o.order_id,o.customer_id,o.order_date,o.channel,
 l.line_sales,COALESCE(r.refunded,0) AS refunded,
 l.line_sales-COALESCE(r.refunded,0) AS net_sales
 FROM aabha_sql.orders AS o
 JOIN line_totals AS l ON l.order_id=o.order_id
 LEFT JOIN refund_totals AS r ON r.order_id=o.order_id
 WHERE o.status='completed' AND o.order_date >= DATE '2025-01-01'
   AND o.order_date < DATE '2025-04-01'
)
SELECT COUNT(*) AS rows,COUNT(DISTINCT order_id) AS distinct_orders,
 SUM(line_sales) AS sales_before_refunds,SUM(refunded) AS refunds,SUM(net_sales) AS net_sales
FROM order_net;

Download this source file