Number of Unique Subjects Taught by Each Teacher — LeetCode 2356 Python Solution
EasyDatabase
- Problem
- #2356
- Reading time
- 2 min
- Source
- leetcode.com
Table schema
SQL
Table: Teacher +-------------+------+ | Column Name | Type | +-------------+------+ | teacher_id | int | | subject_id | int | | dept_id | int | +-------------+------+ (subject_id, dept_id) is the primary key (combinations of columns with unique values) of this table. Each row in this table indicates that the teacher with teacher_id teaches the subject subject_id in the department dept_id.Example
SQL
+-------------+------+
| Column Name | Type |
+-------------+------+
| teacher_id | int |
| subject_id | int |
| dept_id | int |
+-------------+------+
(subject_id, dept_id) is the primary key (combinations of columns with unique values) of this table.
Each row in this table indicates that the teacher with teacher_id teaches the subject subject_id in the department dept_id.Python solution
Python
import duckdb
import pandas as pd
def solution(teacher: pd.DataFrame) -> pd.DataFrame:
con = duckdb.connect()
con.register("Teacher", teacher)
return con.execute("""SELECT teacher_id, COUNT(DISTINCT subject_id) AS cnt
FROM Teacher
GROUP BY 1;""").df()Complexity
| Measure | Complexity |
|---|---|
| Time | O(n log n) (typical) |
| Space | O(n) auxiliary |
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