리트코드 : Daily Leads and Partners

리트코드 : Daily Leads and Partners

• [link]
  

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문제

Table: DailySales

+-------------+---------+
| Column Name | Type    |
+-------------+---------+
| date_id     | date    |
| make_name   | varchar |
| lead_id     | int     |
| partner_id  | int     |
+-------------+---------+
There is no primary key (column with unique values) for this table. It may contain duplicates.
This table contains the date and the name of the product sold and the IDs of the lead and partner it was sold to.
The name consists of only lowercase English letters.


For each date_id and make_name, find the number of distinct lead_id's and distinct partner_id's.

Return the result table in any order.

The result format is in the following example.



Example 1:

Input: 
DailySales table:
+-----------+-----------+---------+------------+
| date_id   | make_name | lead_id | partner_id |
+-----------+-----------+---------+------------+
| 2020-12-8 | toyota    | 0       | 1          |
| 2020-12-8 | toyota    | 1       | 0          |
| 2020-12-8 | toyota    | 1       | 2          |
| 2020-12-7 | toyota    | 0       | 2          |
| 2020-12-7 | toyota    | 0       | 1          |
| 2020-12-8 | honda     | 1       | 2          |
| 2020-12-8 | honda     | 2       | 1          |
| 2020-12-7 | honda     | 0       | 1          |
| 2020-12-7 | honda     | 1       | 2          |
| 2020-12-7 | honda     | 2       | 1          |
+-----------+-----------+---------+------------+
Output: 
+-----------+-----------+--------------+-----------------+
| date_id   | make_name | unique_leads | unique_partners |
+-----------+-----------+--------------+-----------------+
| 2020-12-8 | toyota    | 2            | 3               |
| 2020-12-7 | toyota    | 1            | 2               |
| 2020-12-8 | honda     | 2            | 2               |
| 2020-12-7 | honda     | 3            | 2               |
+-----------+-----------+--------------+-----------------+
Explanation: 
For 2020-12-8, toyota gets leads = [0, 1] and partners = [0, 1, 2] while honda gets leads = [1, 2] and partners = [1, 2].
For 2020-12-7, toyota gets leads = [0] and partners = [1, 2] while honda gets leads = [0, 1, 2] and partners = [1, 2].

• 각 날짜, 이름 별 고유 lead, partner id 개수 카운팅

문제 풀이

MySQL

SELECT DATE_ID, MAKE_NAME, COUNT(DISTINCT LEAD_ID) AS UNIQUE_LEADS, COUNT(DISTINCT PARTNER_ID) AS UNIQUE_PARTNERS
FROM DAILYSALES
GROUP BY DATE_ID, MAKE_NAME

• 단순 GROUP BY + COUNT DISTINCK 문제

Pandas

import pandas as pd

def daily_leads_and_partners(daily_sales: pd.DataFrame) -> pd.DataFrame:
    grouped = daily_sales.groupby(['date_id','make_name']).agg(
        unique_leads = ('lead_id','nunique'),
        unique_partners = ('partner_id','nunique')
    ).reset_index()
    return grouped

• 단순 group by + unique문제

코멘트

• 쉬운문제