Find the Missing IDs — LeetCode 1613 Python Solution
MediumLeetCode PremiumDatabase
- Problem
- #1613
- Reading time
- 5 min
- Source
- leetcode.com
Table schema
SQL
Table: Customers +---------------+---------+ | Column Name | Type | +---------------+---------+ | customer_id | int | | customer_name | varchar | +---------------+---------+ customer_id is the column with unique values for this table. Each row of this table contains the name and the id customer.Example
SQL
+---------------+---------+
| Column Name | Type |
+---------------+---------+
| customer_id | int |
| customer_name | varchar |
+---------------+---------+
customer_id is the column with unique values for this table.
Each row of this table contains the name and the id customer.Python solution
Python
import duckdb
import pandas as pd
def solution(customers: pd.DataFrame) -> pd.DataFrame:
con = duckdb.connect()
con.register("Customers", customers)
return con.execute("""WITH RECURSIVE
t AS (
SELECT
1 AS n
UNION ALL
SELECT
n + 1
FROM t
WHERE n < 100
)
SELECT
n AS ids
FROM t
WHERE
n < (
SELECT
MAX(customer_id)
FROM Customers
)
AND n NOT IN (
SELECT
customer_id
FROM Customers
);""").df()Complexity
| Measure | Complexity |
|---|---|
| Time | O(n log n) (typical) |
| Space | O(n) auxiliary |
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Frequently asked questions
- How hard is LeetCode 1613. Find the Missing IDs?
- LeetCode 1613. Find the Missing IDs is rated Medium on LeetCode.
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- LeetCode 1613. Find the Missing IDs is tagged Database on LeetCode.
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- Yes. LeetCode 1613. Find the Missing IDs is a LeetCode Premium problem, so the full statement and test cases require a paid LeetCode subscription.