Find Cutoff Score for Each School — LeetCode 1988 Python Solution
MediumLeetCode PremiumDatabase
- Problem
- #1988
- Reading time
- 2 min
- Source
- leetcode.com
Table schema
SQL
Table: Schools +-------------+------+ | Column Name | Type | +-------------+------+ | school_id | int | | capacity | int | +-------------+------+ school_id is the column with unique values for this table. This table contains information about the capacity of some schools.Example
SQL
+-------------+------+
| Column Name | Type |
+-------------+------+
| school_id | int |
| capacity | int |
+-------------+------+
school_id is the column with unique values for this table.
This table contains information about the capacity of some schools. The capacity is the maximum number of students the school can accept.Python solution
Python
import duckdb
import pandas as pd
def solution(schools: pd.DataFrame, exam: pd.DataFrame) -> pd.DataFrame:
con = duckdb.connect()
con.register("Schools", schools)
con.register("Exam", exam)
return con.execute("""SELECT school_id, MIN(IFNULL(score, -1)) AS score
FROM
Schools AS s
LEFT JOIN Exam AS e ON s.capacity >= e.student_count
GROUP BY school_id;""").df()Complexity
| Measure | Complexity |
|---|---|
| Time | O(n log n) (typical) |
| Space | O(n) auxiliary |
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