Dynamic Pivoting of a Table — LeetCode 2252 Python Solution
HardLeetCode PremiumDatabase
- Problem
- #2252
- Reading time
- 4 min
- Source
- leetcode.com
Table schema
SQL
Table: Products +-------------+---------+ | Column Name | Type | +-------------+---------+ | product_id | int | | store | varchar | | price | int | +-------------+---------+ (product_id, store) is the primary key (combination of columns with unique values) for this table. Each row of this table indicates the price of product_id in store.Example
SQL
+-------------+---------+
| Column Name | Type |
+-------------+---------+
| product_id | int |
| store | varchar |
| price | int |
+-------------+---------+
(product_id, store) is the primary key (combination of columns with unique values) for this table.
Each row of this table indicates the price of product_id in store.
There will be at most 30 different stores in the table.
price is the price of the product at this store.Python solution
Python
import duckdb
import pandas as pd
def solution(products: pd.DataFrame) -> pd.DataFrame:
con = duckdb.connect()
con.register("Products", products)
return con.execute("""CREATE PROCEDURE PivotProducts()
BEGIN
SET group_concat_max_len = 5000;
SELECT GROUP_CONCAT(DISTINCT 'MAX(CASE WHEN store = \'',
store,
'\' THEN price ELSE NULL END) AS ',
store
ORDER BY store) INTO @sql
FROM Products;
SET @sql = CONCAT('SELECT product_id, ',
@sql,
' FROM Products GROUP BY product_id');
PREPARE stmt FROM @sql;
EXECUTE stmt;
DEALLOCATE PREPARE stmt;
END""").df()Complexity
| Measure | Complexity |
|---|---|
| Time | O(n log n) (typical) |
| Space | O(n) auxiliary |
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- LeetCode 2252. Dynamic Pivoting of a Table is tagged Database on LeetCode.
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