Calculate Orders Within Each Interval — LeetCode 2893 Python Solution
MediumLeetCode PremiumDatabase
- Problem
- #2893
- Reading time
- 4 min
- Source
- leetcode.com
Table schema
SQL
Table: Orders +-------------+------+ | Column Name | Type | +-------------+------+ | minute | int | | order_count | int | +-------------+------+ minute is the primary key for this table. Each row of this table contains the minute and number of orders received during that specific minute.Example
SQL
+-------------+------+
| Column Name | Type |
+-------------+------+
| minute | int |
| order_count | int |
+-------------+------+
minute is the primary key for this table.
Each row of this table contains the minute and number of orders received during that specific minute. The total number of rows will be a multiple of 6.Python solution
Python
import duckdb
import pandas as pd
# Pass input tables as keyword arguments matching the SQL table names.
def solution(**tables) -> pd.DataFrame:
con = duckdb.connect()
for name, df in tables.items():
con.register(name, df)
return con.execute("""WITH
T AS (
SELECT
minute,
SUM(order_count) OVER (
ORDER BY minute
ROWS 5 PRECEDING
) AS total_orders
FROM Orders
)
SELECT minute / 6 AS interval_no, total_orders
FROM T
WHERE minute % 6 = 0;""").df()Complexity
| Measure | Complexity |
|---|---|
| Time | O(n log n) (typical) |
| Space | O(n) auxiliary |
Related problems
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