MediumNo. 1549LeetCode Premium

The Most Recent Orders for Each Product — LeetCode 1549 Python Solution

Topics
Database
Reading time
4 min

Table schema

SQLTable schema
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 the customers.

Example

SQLExample
+---------------+---------+
| Column Name   | Type    |
+---------------+---------+
| customer_id   | int     |
| name          | varchar |
+---------------+---------+
customer_id is the column with unique values for this table.
This table contains information about the customers.

Python solution

PythonSolution
import duckdb
import pandas as pd

def solution(customers: pd.DataFrame, orders: pd.DataFrame, products: pd.DataFrame) -> pd.DataFrame:
    con = duckdb.connect()
    con.register("Customers", customers)
    con.register("Orders", orders)
    con.register("Products", products)
    return con.execute("""WITH
    T AS (
        SELECT
            *,
            RANK() OVER (
                PARTITION BY product_id
                ORDER BY order_date DESC
            ) AS rk
        FROM
            Orders
            JOIN Products USING (product_id)
    )
SELECT product_name, product_id, order_id, order_date
FROM T
WHERE rk = 1
ORDER BY 1, 2, 3;""").df()

Complexity

Time
O(n log n)(typical)
Space · auxiliary
O(n)

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Frequently asked questions

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LeetCode 1549. The Most Recent Orders for Each Product is tagged Database on LeetCode.

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