Splunk Search

How do you exclude null values from streamstats command?

acemel
New Member

The search below results in a table with 16 columns (along with column for date/time). The first eight columns show the efficiency values for positions 1 through 8. The second set of 8 columns provide the moving average of the last 100 efficiency values for each position. I do not want to include the value or increment the count (1-100) in the moving average when the value is null. I therefore expect the moving average to remain the same when one or more null values are encountered. However, although the values do remain the same some of the time, at other times they are slightly higher or lower. This seems to indicate that in some cases the (window) count is incremented when a null value is encountered. It's not obvious why this is happening. Any suggestions on how to correct this?

index="8s_perf_mon" Machine= 5002 Position!=0 
| timechart span=12h values(eval(if(Efficiency==0, null(),Efficiency))) by Position 
| streamstats window=100 AVG 

Thank you for any help you can provide.

0 Karma

somesoni2
Revered Legend

Give this a try.

index="8s_perf_mon" Machine= 5002 Position!=0 
| timechart span=12h values(eval(if(Efficiency==0, null(),Efficiency))) by Position 
| streamstats window=100 sum count(*) as "(*"
| foreach "(*" [eval "avg<<FIELD>>)"='sum<<FIELD>>)'/'<<FIELD>>']
| fields - (* sum*

Calculating count and sum separately in streamstats, with count being shown only for not null values. Foreach to calculate average by diving sum by count of non-nulls.

0 Karma
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!

Accelerate Splunk App Development with AI

  Learn how to automate the repetitive parts of your build cycle.   Register to Attend   Join our Tech Talk ...

Meet the .conf26 AI Agent Buildathon Winners

At the .conf26 AI Agent Buildathon, Splunk users turned their operational expertise into working AI agents ...

Trusted Autonomy in the SOC: A Maturity Journey

AI is compressing attacker timelines and pushing SOC teams beyond human capacity thresholds. The next SOC ...