Top Travellers — LeetCode 1407 Python Solution

EasyDatabase
Problem
#1407
Reading time
3 min

Table schema

SQL
Table: Users +---------------+---------+ | Column Name | Type | +---------------+---------+ | id | int | | name | varchar | +---------------+---------+ id is the column with unique values for this table. name is the name of the user.

Example

SQL
+---------------+---------+
| Column Name   | Type    |
+---------------+---------+
| id            | int     |
| name          | varchar |
+---------------+---------+
id is the column with unique values for this table.
name is the name of the user.

Python solution

Python
import duckdb
import pandas as pd

def solution(users: pd.DataFrame, rides: pd.DataFrame) -> pd.DataFrame:
    con = duckdb.connect()
    con.register("Users", users)
    con.register("Rides", rides)
    return con.execute("""SELECT name, IFNULL(SUM(distance), 0) AS travelled_distance
FROM
    Users AS u
    LEFT JOIN Rides AS r ON u.id = r.user_id
GROUP BY u.id
ORDER BY 2 DESC, 1;""").df()

Complexity

MeasureComplexity
TimeO(n log n) (typical)
SpaceO(n) auxiliary

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Frequently asked questions

How hard is LeetCode 1407. Top Travellers?
LeetCode 1407. Top Travellers is rated Easy on LeetCode.
What topics does LeetCode 1407. Top Travellers cover?
LeetCode 1407. Top Travellers is tagged Database on LeetCode.

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