Splunk Search

Why stdev returns zero

mrcportillo
Engager

Hi there,
I'm working on this query:

index=checkin host="prod" earliest=-0d@d latest=now (description="Intento de checkin*" OR description="Checkin exitoso*") |transaction productId |
eval TotalOK=if(description=="Checkin exitoso", 1, 0) |
eval time=_time |
bucket time span=10m |
append [search index=checkin host="prod" earliest=-7d@d latest=-6d@d (description="Intento de checkin*" OR description="Checkin exitoso*") | transaction productId |
eval time=relative_time(_time,"+7d") |
bucket time span=10m |
eval TotalOKlw=if(description=="Checkin exitoso", 1, 0) ] |append [search index=checkin host="prod" earliest=-14d@d latest=-13d@d (description="Intento de checkin*" OR description="Checkin exitoso*") | transaction productId |
eval time=relative_time(_time,"+14d") |
bucket time span=10m |
eval TotalOKlw=if(description=="Checkin exitoso", 1, 0) ]| append [search index=checkin host="prod" earliest=-21d@d latest=-20d@d (description="Intento de checkin*" OR description="Checkin exitoso*") | transaction productId |
eval time=relative_time(_time,"+21d") |
bucket time span=10m |
eval TotalOKlw=if(description=="Checkin exitoso", 1, 0) ]|
eval theTime=strftime(time, "%F %H:%M %p") |
stats stdev(TotalOKlw) as STdesv sum(TotalOK) as CheckinToday sum(TotalOKlw) as TOTALOKlw by theTime | eval CheckinHist=(TOTALOKlw/3) | eval diferencia=CheckinHist-CheckinToday

I try to compare a historic average with an actual value, I need get the standar deviation for my historics values (3 values) and do some mathematical proportion with the diference to trigger an alarm. But the stdev give me zeros values.
What I'm doing wrong?

Thanks in advance

Cheers

Tags (3)
0 Karma

fdi01
Motivator

this eval expression ...|eval TotalOKlw=if(description=="Checkin exitoso", 1, 0) ]|....do you have 0 or 1 values to TotalOKlw.
then when you make ...|stats stdev(TotalOKlw) as STdesv ...
it is nomal that you have STdesv=0.

woodcock
Esteemed Legend

A value of "0" makes perfect sense to me. You individual field values will either be 0 or 1 due to the way you set them and my guess is that the actual values are either all 3 are 0 or all 3 are 1 which gives stdev=0.

Got questions? Get answers!

Join the Splunk Community Slack to learn, troubleshoot, and make connections with fellow Splunk practitioners in real time!

Meet up IRL or virtually!

Join Splunk User Groups to connect and learn in-person by region or remotely by topic or industry.

Get Updates on the Splunk Community!

Laser Bananas and Edge Hubs: Exploring Operational Technology (OT) Data Through a ...

  OT is a different environment to traditional IT and can have interesting challenges when interfacing the ...

Event Series: Mastering AI Tokenomics and Splunk Agent Observability

Beyond the Black Box: Correlating AI Performance and Tokenomics with Splunk Agent Observability   As ...

span_metrics: The OpenTelemetry-Idiomatic Way to See Inside Your Services

You open a trace in Splunk Observability Cloud and everything looks fine. One root span, order-pipeline, with ...