Reputation: 1678
I have an events based table that I would like to produce a query, by minute for the number of events that were occuring.
For example, I have an event table like:
CREATE TABLE events (
session_id TEXT,
event TEXT,
time_stamp DATETIME
)
Which I have transformed into the following type of table:
CREATE TABLE sessions (
session_id TEXT,
start_ts DATETIME,
end_ts DATETIME,
duration INTEGER
);
Now I want to create a query that would group the sessions by a count of those that were active during a particular minute. Where I would essentially get back something like:
TIME_INTERVAL ACTIVE_SESSIONS
------------- ---------------
18:00 1
18:01 5
18:02 3
18:03 0
18:04 2
Upvotes: 3
Views: 5537
Reputation: 1814
This isn't exactly your query, but I think it could help. Did you look into the SQLite R-Tree module? This would allow you to create a virtual index on the start/stop time:
CREATE VIRTUAL TABLE sessions_index USING rtree (id, start, end);
Then you could search via:
SELECT * FROM sessions_index WHERE end >= <first minute> AND start <= <last minute>;
Upvotes: 1
Reputation: 1678
Ok, I think I got more what I wanted. It doesn't account for intervals that are empty, but it is good enough for what I need.
select strftime('%Y-%m-%dT%H:%M:00.000',start_ts) TIME_INTERVAL,
(select count(session_id)
from sessions s2
where strftime('%Y-%m-%dT%H:%M:00.000',s1.start_ts) between s2.start_ts and s2.end_ts) ACTIVE_SESSIONS
from sessions s1
group by strftime('%Y-%m-%dT%H:%M:00.000',start_ts);
This will generate a row per minute for the period that the data covers with a count for the number of sessions that were had started (start_ts) but hadn't finished (end_ts).
Upvotes: 3
Reputation: 25597
PostgreSQL allows the following query.
In contrast to your example, this returns an additional column for the day, and it omits the minutes where nothing happened (count=0).
select
day, hour, minute, count(*)
from
(values ( 0),( 1),( 2),( 3),( 4),( 5),( 6),( 7),( 8),( 9),
(10),(11),(12),(13),(14),(15),(16),(17),(18),(19),
(20),(21),(22),(23),(24),(25),(26),(27),(28),(29),
(30),(31),(32),(33),(34),(35),(36),(37),(38),(39),
(40),(41),(42),(43),(44),(45),(46),(47),(48),(49),
(50),(51),(52),(53),(54),(55),(56),(57),(58),(59))
as minutes (minute),
(values ( 0),( 1),( 2),( 3),( 4),( 5),( 6),( 7),( 8),( 9),
(10),(11),(12),(13),(14),(15),(16),(17),(18),(19),
(20),(21),(22),(23))
as hours (hour),
(select distinct cast(start_ts as date) from sessions
union
select distinct cast(end_ts as date) from sessions)
as days (day),
sessions
where
(day,hour,minute)
between (cast(start_ts as date),extract(hour from start_ts),extract(minute from start_ts))
and (cast(end_ts as date), extract(hour from end_ts), extract(minute from end_ts))
group by
day, hour, minute
order by
day, hour, minute;
Upvotes: 1