Count maximum number of overlapping date ranges in MySQL

问题

I've having a big headache on the following situation. In MySQL I have a table with more than 40000 entries that look like that:

create table if not exists sessions
(
    startt datetime null,
    endt datetime null,
    id int auto_increment
        primary key
);

INSERT INTO sessions (startt, endt, id) VALUES 
('2020-02-06 10:33:55', '2020-02-06 10:34:41', 20356),
('2020-02-06 10:33:14', '2020-02-06 10:33:57', 20355),
('2020-02-06 10:32:55', '2020-02-06 10:33:32', 20354),
('2020-02-06 10:33:03', '2020-02-06 10:33:12', 20353),
('2020-02-06 10:31:38', '2020-02-06 10:32:41', 20352),
('2020-02-06 09:48:44', '2020-02-06 09:50:37', 20351);

SELECT * FROM sessions;
+---------------------+---------------------+-------+
| startt              | endt                | id    |
+---------------------+---------------------+-------+
| 2020-02-06 10:33:55 | 2020-02-06 10:34:41 | 20356 |
| 2020-02-06 10:33:14 | 2020-02-06 10:33:57 | 20355 |
| 2020-02-06 10:32:55 | 2020-02-06 10:33:32 | 20354 |
| 2020-02-06 10:33:03 | 2020-02-06 10:33:12 | 20353 |
| 2020-02-06 10:31:38 | 2020-02-06 10:32:41 | 20352 |
| 2020-02-06 09:48:44 | 2020-02-06 09:50:37 | 20351 |
+---------------------+---------------------+-------+
6 rows in set (0.00 sec)

fiddle https://www.db-fiddle.com/f/49bNZ7863gv6RThoPpuiid/0

The date and time ranges are sessions. What I want to find out is: what is the maximum number of sessions that existed at one time?

I found a lot of things like how to find out if a date is in the range of other dates etc. which didn't really help as I want to find out how many users there were at the maximum peak.

回答1:

Here is one option using window functions (available in MySQL 8.0):

select dt, sum(nb) over(order by dt) sum_nb
from (
    select starttt dt, 1 nb from mytable 
    union all select endt, -1 from mytable 
) t
order by sum_nb desc
limit 1

The idea is to unpivot the dataset; the count of concurrent sessions increases by 1 at the beginning of each session, and decreses by 1 at its end.

You can then compute the number of concurrent sessions at each point in time with a window sum.

The last step is ordering by session count and keeping the first row only.

回答2:

I would phrase this as an aggregation with a window function:

select dt, sum(sum(inc)) over (order by dt) as overlapping
from (select starttt as dt, 1 as inc
      from mytable union all
      select endt, -1  as inc
      from mytable 
     ) t
group by dt
order by overlapping desc
limit 1;

来源：https://stackoverflow.com/questions/60601150/count-maximum-number-of-overlapping-date-ranges-in-mysql

标签

mysql

sql

database

datetime

mariadb