task IN / EXISTS / NOT EXISTS · hard
Find shoppers in every category
Return shoppers who bought at least one item from every distinct category currently in catalog_items, considering only delivered orders.
what to return
- Columns
shopper_idnamein this order- Rows
- 1 row · in the order asked
- Watch for
- Derive the required category set from the catalog; do not hardcode four categories or named categories.
- Multiple products and orders in one category count only once. Include every qualifying shopper and order by shopper_id.
- This exercise adds two illustrative orders to the standard Harbor Market data; previews include them.
- Skill
- Find entities related to every member of a changing required set. Refresher: Multi-grain joins without fan-out →
expected result
Your query should return exactly these columns and values. Run it and compare.
expected result1 row · in this order
| shopper_id | name |
|---|---|
| 1 | Ana Ruiz |
all 1 rows
data you can query
Sample rows from each table. Each column shows its type underneath; → marks a link to another table.
shoppers5 columns · 17 rows
| idinteger · key | nametext | emailtext | regiontext | signup_datetext |
|---|---|---|---|---|
| 1 | Ana Ruiz | ana@harbor.test | West | 2025-01-03 |
| 2 | Ben Okafor | ben@harbor.test | East | 2025-01-05 |
| 3 | Chloe Park | chloe@harbor.test | West | 2025-01-09 |
| 4 | Dmitri Volkov | dmitri@harbor.test | North | 2025-01-14 |
| 5 | Esi Mensah | NULL | South | 2025-01-20 |
showing 5 of 17 rows
catalog_items4 columns · 13 rows
| idinteger · key | nametext | categorytext | pricereal |
|---|---|---|---|
| 1 | Desk Lamp | Lighting | 39 |
| 2 | Floor lamp | Lighting | 89 |
| 3 | String Lights | Lighting | 19.5 |
| 4 | Chef Knife | Kitchen | 59 |
| 5 | Cast Iron Pan | Kitchen | 45 |
showing 5 of 13 rows
sales_orders5 columns · 33 rows
| idinteger · key | shopper_idinteger → shoppers | order_datetext | statustext | delivered_datetext |
|---|---|---|---|---|
| 101 | 1 | 2025-01-04 | delivered | 2025-01-08 |
| 102 | 2 | 2025-01-06 | delivered | 2025-01-07 |
| 103 | 1 | 2025-01-15 | delivered | 2025-01-20 |
| 104 | 3 | 2025-01-18 | cancelled | NULL |
| 105 | 4 | 2025-01-22 | delivered | 2025-01-31 |
showing 5 of 33 rows
order_lines4 columns · 48 rows
| order_idinteger → sales_orders | item_idinteger → catalog_items | quantityinteger | unit_pricereal |
|---|---|---|---|
| 101 | 1 | 1 | 39 |
| 101 | 3 | 2 | 19.5 |
| 102 | 4 | 1 | 59 |
| 103 | 5 | 1 | 45 |
| 103 | 10 | 3 | 12 |
showing 5 of 48 rows
solution.sql
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