Select only altering datapoints

I made a mistake, on my last influxdb setup. Instead of writing just changing values to my db, i forced the system to write data each second (wrong cron expression used). This messed up the db a lot, also because the most datapoints are always the same. Unfortunately, i collected data like this since a full year now, but i would like to have the data of this anyway.

Example of my messed up data

time                value
----                -----
1581118753696000000 3.9
1581119113761000000 3.8
1581119473832000000 3.7
1581119942525000000 3.7
1581120002534000000 3.6
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The cleaned version i would like to have should be

time                value
----                -----
1581118753696000000 3.9
1581119113761000000 3.8
1581119473832000000 3.7
1581120002534000000 3.6
1581120782667000000 3.5
1581121082743000000 3.4
1581121562864000000 3.3
1581122191957000000 3.2
1581122524046000000 3.1
1581122883973000000 3
1581123003269000000 2.9

So basically its a “select the first altering” … i tried already the distinct function but it returns unusable timestamps (not usable for into clause since its always the same)

Any idea how to solve this? Any smart select/group/aggregation expression for this?

Another difficulty: The db is very large, for one measurement i already got 25521585 entries … a select * without limits will result in timeout … so doing it time slot wise is a good idea i think

Best regards

Okay, in the meanwhile, i wrote a python script which does the work. A nice expression would be fine anyway.

not sure about this one (I don’t have a DB at hand right now), but I’ll try it myself tomorrow

SELECT 
	 time
	,"value" 
FROM (
	SELECT
		 time
		,difference(value) as "diff"
		,last(value) as "value"
	FROM "_rp_"."_measurement_"
)
WHERE 
	"diff" <> 0

the concept is easy, compute the difference but also keep the value itself, then check when the difference is <> 0 and consider only the original value of those points

this way you can also compute the data by considering a day at a time (or whatever you want)

Hi @Giovanni_Luisotto,

I like your approach.

As I am totally new into InfluxDB: Do you have a hint, how to realize this using Influx?

Best
Kai

What are you looking for?
What I wrote previously is InfluxQL, you just need to use your own names.

@Giovanni_Luisotto As I am using Influx v2.0 it wasnt really clear for me how to usw. But I was able to “translate” it into a Flux command.