Checking consecutive values at a MySQL query - mysql

Question

I have a MySQL table like this:
ID - Time - Value
And I'm getting every pair of ID, Time (grouped by ID) where Value is greater than a certain threshold. So basicaly, I'm getting every ID which has at least one time a value greater than the threshold. The query looks like this:
SELECT ID, Time FROM mydb.MYTABLE
WHERE Value>%s AND Time>=%s AND Time<=%s
GROUP BY ID
EDIT: The Time checks allow to operate in a time range of my choice between all the data which is into the table; it has nothing else to do with what I am asking.
It works perfectly, but now I want to add some filtering: I want it to avoid those times the value is greater than the threshold (let's call it alarms) if the alarm hasn't happened also the Time just before or just after. I mean: if the alarm accurs at a single, isolated instant of time instead of two consecutive instants of time, I'll consider it is a false alarm and avoid it to be returned at the query response.
Of course I can do this with a call for each Id to check for this, but I'd like to do this in a single query to make it faster. I guess I could use conditionals, but I don't have that expertise at MySQL.
Any help?
EDIT2: Example for Threshold = 10
ID - Time - Value
1 - 2004 - 9
1 - 2005 - 11
1 - 2006 - 8
2 - 2107 - 12
2 - 2109 - 13
3 - 3402 - 11
3 - 3403 - 12
In this example, only ID 3 should be a valid alarm, since 2 consecutive time values for this ID have their value > threshold. ID 1 has a single, isolated alarm, so it should be filteres. For ID 2 there are 2 alarms, but not consecutive, so it should be also filtered.

Answer 1

Something like this:
10 - is a threshold
0 - minimum of the time period
100000 - maximum of the time period
select ID, min(Time)
from
(
SELECT ID, Time,
(select max(time) from t
where Time<t1.Time
and Id=t1.Id
and Value>10) LAG_G,
(select max(time) from t
where Time<t1.Time
and Id=t1.Id
and Value<=10) LAG_L,
(select min(time) from t
where Time>t1.Time
and Id=t1.Id
and Value>10) LEAD_G,
(select min(time) from t
where Time>t1.Time
and Id=t1.Id
and Value<=10) LEAD_L
FROM t as t1
WHERE Value>10 AND Time>=0 AND Time<=100000
) t3
where ifnull(LAG_G,0)>ifnull(LAG_L,0)
OR
ifnull(LEAD_G,100000)<ifnull(LEAD_L,100000)
GROUP BY ID
SQLFiddle demo
This query works for searching near records.
If you need to search records by Time (+1, -1 ) as you've mentioned in the comment try this query:
select ID, min(Time) from t as t1
where Value>10
AND Time>=%s2 AND Time<=%s1
and
(
Exists(select 1 from t where Value>10
and Id=t1.Id
and Time=t1.Time-1)
OR
Exists(select 1 from t where Value>10
and Id=t1.Id
and Time=t1.Time+1)
)
group by ID
SQLFiddle demo

Answer 2

such alarm ?
SELECT ID, Time , count(if(value>%treshold ,1,0)) alert_active
FROM mydb.MYTABLE
WHERE Value>%s3 AND Time>=%s2 AND Time<=%s1
GROUP BY ID;
i don't understand exactly:
In this example, only ID 3 should be a valid alarm, since 2
consecutive time values for this ID have their value > threshold. ID 1
has a single, isolated alarm, so it should be filteres. For ID 2 there
are 2 alarms, but not consecutive, so it should be also filtered.
I guess that You want filter alerts:
SELECT ID, Time
FROM mydb.MYTABLE
WHERE Value>%s3 AND Time>=%s2 AND Time<=%s1
GROUP BY ID
having value<%treshold;