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1867. Orders With Maximum Quantity Above Average
Level
Medium
Description
Table: OrdersDetails
+-------------+------+
| Column Name | Type |
+-------------+------+
| order_id | int |
| product_id | int |
| quantity | int |
+-------------+------+
(order_id, product_id) is the primary key for this table.
A single order is represented as multiple rows, one row for each product in the order.
Each row of this table contains the quantity ordered of the product product_id in the order order_id.
You are running an ecommerce site that is looking for imbalanced orders. An imbalanced order is one whose maximum quantity is strictly greater than the average quantity of every order (including itself).
The average quantity of an order is calculated as (total quantity of all products in the order) / (number of different products in the order). The maximum quantity of an order is the highest quantity of any single product in the order.
Write an SQL query to find the order_id of all imbalanced orders.
Return the result table in any order.
The query result format is in the following example:
OrdersDetails table:
+----------+------------+----------+
| order_id | product_id | quantity |
+----------+------------+----------+
| 1 | 1 | 12 |
| 1 | 2 | 10 |
| 1 | 3 | 15 |
| 2 | 1 | 8 |
| 2 | 4 | 4 |
| 2 | 5 | 6 |
| 3 | 3 | 5 |
| 3 | 4 | 18 |
| 4 | 5 | 2 |
| 4 | 6 | 8 |
| 5 | 7 | 9 |
| 5 | 8 | 9 |
| 3 | 9 | 20 |
| 2 | 9 | 4 |
+----------+------------+----------+
Result table:
+----------+
| order_id |
+----------+
| 1 |
| 3 |
+----------+
The average quantity of each order is:
- order_id=1: (12+10+15)/3 = 12.3333333
- order_id=2: (8+4+6+4)/4 = 5.5
- order_id=3: (5+18+20)/3 = 14.333333
- order_id=4: (2+8)/2 = 5
- order_id=5: (9+9)/2 = 9
The maximum quantity of each order is:
- order_id=1: max(12, 10, 15) = 15
- order_id=2: max(8, 4, 6, 4) = 8
- order_id=3: max(5, 18, 20) = 20
- order_id=4: max(2, 8) = 8
- order_id=5: max(9, 9) = 9
Orders 1 and 3 are imbalanced because they have a maximum quantity that exceeds the average quantity of every order.
Solution
First, calculate the average quantity using all. Then select the order_ids wuere the maximum quantity is greater than the average quantity.
# Write your MySQL query statement below
select order_id from OrdersDetails
group by order_id
having max(quantity) > all(
select sum(quantity) / count(distinct product_id)
from OrdersDetails
group by order_id
);