The Most Recent Three Orders — LeetCode 1532 Python Solution
MediumLeetCode PremiumDatabase
- Problem
- #1532
- Reading time
- 4 min
- Source
- leetcode.com
Table schema
SQL
Table: Customers +---------------+---------+ | Column Name | Type | +---------------+---------+ | customer_id | int | | name | varchar | +---------------+---------+ customer_id is the column with unique values for this table. This table contains information about customers.Example
SQL
+---------------+---------+
| Column Name | Type |
+---------------+---------+
| customer_id | int |
| name | varchar |
+---------------+---------+
customer_id is the column with unique values for this table.
This table contains information about customers.Python solution
Python
import duckdb
import pandas as pd
def solution(customers: pd.DataFrame, orders: pd.DataFrame) -> pd.DataFrame:
con = duckdb.connect()
con.register("Customers", customers)
con.register("Orders", orders)
return con.execute("""WITH
T AS (
SELECT
*,
ROW_NUMBER() OVER (
PARTITION BY customer_id
ORDER BY order_date DESC
) AS rk
FROM
Orders
JOIN Customers USING (customer_id)
)
SELECT name AS customer_name, customer_id, order_id, order_date
FROM T
WHERE rk <= 3
ORDER BY 1, 2, 4 DESC;""").df()Complexity
| Measure | Complexity |
|---|---|
| Time | O(n log n) (typical) |
| Space | O(n) auxiliary |
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