Say you have a table in your DB and and the way it’s set up is as a static “current state” rather than as a timestream. The following is example data from a table called
towns has an id, a name, an integer (0 or 1) representing blocked status and a planning stage string.
In this kind of setup, when a status parameter changes, it changes forever and the previous status is lost.
Here’s how you can make a daily status record so you can look back and see the history of an item’s status.
1. Create a stored function to figure out the status
If status is very obvious, you may not need this step. However, as data gets more complicated, you may find that status isn’t straight-forward. For the
towns table above, the following conditions apply to work out the status:
- The town can be blocked or not blocked.
- The possible states for
planning_stageare “pending”, “audited” or “complete”
The possible statuses follow (these examples are all made up so don’t worry too much about it making sense)
The stored function is going to take the
town_id and return a string with the status. We’re also going to add a status “UNKNOWN STATUS” to catch cases that don’t fit the requirements and a “NO SUCH TOWN” status in case the
town_id passed in is bogus.
drop function if exists get_town_status; DELIMITER // CREATE FUNCTION `get_town_status`(input_town_id int(10)) RETURNS varchar(31) CHARSET utf8 DETERMINISTIC BEGIN DECLARE town_status varchar(31) charset utf8; DECLARE town_exists, is_blocked, is_pending, is_audited, is_complete int; select town_id, blocked, if(planning_stage="pending",1,0), if(planning_stage="audited",1,0), if(planning_stage="complete",1,0) into town_exists, is_blocked, is_pending, is_audited, is_complete from towns where town_id=input_town_id; set town_status = case when town_exists is null then "NO SUCH TOWN" when is_blocked=1 and is_pending=1 then "Blocked pending approval" when is_blocked=0 and is_pending=1 then "Ready for audit" when is_blocked=1 and is_audited=1 then "Blocked during audit" when is_blocked=0 and is_audited=1 then "Ready for certification" when is_blocked=1 and is_complete=1 then "Refused" when is_blocked=0 and is_complete=1 then "Certified" else "UNKNOWN STATUS" end; RETURN town_status; END // DELIMITER ;
We can then use it like
select get_town_status(123456789), get_town_status(36972), get_town_status(63406);
Which returns “NO SUCH TOWN”, “Blocked pending approval”, “Ready for certification”
2. Create a status record table
CREATE TABLE town_status ( town_id int(10) unsigned NOT NULL, town_status varchar(31) CHARACTER SET utf8 DEFAULT NULL, recorded_at date NOT NULL, PRIMARY KEY (town_id,recorded_at) ) ;
This sets up a link between the town and the status on a particular date. The primary key is a combination of the
town_id and the
recorded_at date, meaning you can only have one record for each town on any given day.
You’ll note that although
town_id is an id from a foreign table, it doesn’t have a foreign key constraint. This is because even if the town is deleted, you will still want to enter an historic record of its final stage.
The initial population of the table will simply add today’s values for all towns to the status table.
insert into town_status (select id, get_town_status(id), curdate() from towns);
3. CREATE A current status view
The current view will show the latest recorded status for each town. This view will self-join the table
town_status finding the
latest_date for each town.
This view will be useful if you want to quickly get the current recorded status of all your towns (for example if calculating it using
get_town_status is spendy).
create view current_town_status as ( select ts.* from town_status ts join ( select town_id, max(recorded_at) as latest_date from town_status group by town_id) x on x.town_id = ts.town_id and x.latest_date = ts.recorded_at ) ;
4. make a daily event to store the status each day
We’ll make an event to recur at 00:15 every day, starting tonight. This event will record the status for each town if it has changed since the most recently stored value. Two caveats apply: 1) we’ll need to add a new row if the town is a new entry into the
towns table and 2) we’ll also need to record if a town disappears from the
The left join and null check in the first insert statement will take care of new towns: if the town is not already on the
town_status table, it will be added with its status.
To manage the second case, where the town has been deleted from the
towns table, we check to see if there are any towns on the
town_status table but not on the
towns table, where the last recorded status was not “NO SUCH TOWN”. If any examples are found, then add a “NO SUCH TOWN” status for this
town_id for today.
#Nightly event to keep track of town status changes drop event if exists record_town_status; delimiter | create event record_town_status on schedule every 1 day STARTS (TIMESTAMP(CURRENT_DATE) + INTERVAL 15 MINUTE) do begin insert ignore into town_status ( select t.id, get_town_status(t.id), curdate() from towns t left join current_town_status ts on t.id=ts.town_id where (ts.town_status is null or get_town_status(t.id) <> ts.town_status) ) ; insert ignore into town_status ( select ts.town_id, "NO SUCH TOWN", curdate() from current_town_status ts left join towns t on t.id = ts.town_id where t.id is null and ts.town_status <> "NO SUCH TOWN" ) ; END | delimiter ;
Over time, the
town_status table will build and you will be able to see a history of events. E.g.
select * from town_status where town_id=43624;
Might return something like
43624 Blocked pending approval 2020-06-01
43624 Ready for audit 2020-06-30
43624 Ready for certification 2020-07-01
43624 Certified 2020-07-06
And then you’ll be able to things like analyse how long it typically takes to move from stage to stage.
The same principles apply for statuses that need to be recorded more or less frequently, you would just need to adjust the time unit in the status table and the event timing. Beware unchecked growth where statuses change frequently and your initial data table is very large.
(FYI: My DB is MySQL 5.7 so doesn’t support window functions)