Products With Three or More Orders in Two Consecutive Years — LeetCode 2292 Python Solution
MediumLeetCode PremiumDatabase
- Problem
- #2292
- Reading time
- 3 min
- Source
- leetcode.com
Table schema
SQL
Table: Orders +---------------+------+ | Column Name | Type | +---------------+------+ | order_id | int | | product_id | int | | quantity | int | | purchase_date | date | +---------------+------+ order_id contains unique values. Each row in this table contains the ID of an order, the id of the product purchased, the quantity, and the purchase date.Example
SQL
+---------------+------+
| Column Name | Type |
+---------------+------+
| order_id | int |
| product_id | int |
| quantity | int |
| purchase_date | date |
+---------------+------+
order_id contains unique values.
Each row in this table contains the ID of an order, the id of the product purchased, the quantity, and the purchase date.Python solution
Python
import duckdb
import pandas as pd
def solution(orders: pd.DataFrame) -> pd.DataFrame:
con = duckdb.connect()
con.register("Orders", orders)
return con.execute("""WITH
P AS (
SELECT product_id, YEAR(purchase_date) AS y, COUNT(1) >= 3 AS mark
FROM Orders
GROUP BY 1, 2
)
SELECT DISTINCT p1.product_id
FROM
P AS p1
JOIN P AS p2 ON p1.y = p2.y - 1 AND p1.product_id = p2.product_id
WHERE p1.mark AND p2.mark;""").df()Complexity
| Measure | Complexity |
|---|---|
| Time | O(n log n) (typical) |
| Space | O(n) auxiliary |
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Frequently asked questions
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- LeetCode 2292. Products With Three or More Orders in Two Consecutive Years is tagged Database on LeetCode.
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- Yes. LeetCode 2292. Products With Three or More Orders in Two Consecutive Years is a LeetCode Premium problem, so the full statement and test cases require a paid LeetCode subscription.