Splunk Search

How To Use tstats with nested data models - getting empty results

theironcook
Explorer

I have a DataModel named "AccessLogs" and it has a DataSet hierarchy that looks like this
RootSearchDS // sourcetype=http_access_log
BusinessHoursDS // Child of RootSearchDS, Some filtering to only include Mon-Fri work hours
BetaDS // Child of BusinessHoursDS, host=BetaServer*
ProdDS // Child of BusinessHoursDS, host=ProdServer*

I've enabled the DataModel to be publicly available and I've enabled acceleration for 1 day.

Now, I'm trying to use the tstats function to return some results about my DataSets. I'm running queries over around 1-2 Terrabytes of data collected over 3 months. The normal pivots are very slow - a few hours to run - so I was hoping the tstats function would provide a faster alternative. I just need basic stats on my DataSets - like avg values segmented by week of the year.

Here's my tstats command:

| tstats count avg(ResponseTimeMillis) as "AvgResponse" FROM datamodel=AccessLogs.RootSearchDS WHERE nodename=RootSearchDS.BusinessHoursDS.BetaDS by TimeWeekOfYear

I can see the count field is populated with data but the AvgResponse field is always blank. It looks like this field doesn't exist. But when I pivot off my data model AccessLogs > RootSearch > BusHours > Beta I can see that the ResponseTimeMillis field does exist.

Anyone know why the avg(ResponseTimeMillis) might be blank? Did I specify my "datamodel" and "nodename" parameters correctly? Does ResponseTimeMillis need to be set as a "required" field in my DataSet?

1 Solution

martin_mueller
SplunkTrust
SplunkTrust

You need to prefix the field name with the data model name: avg(AccessLogs.ResponseTimeMillis)

View solution in original post

theironcook
Explorer

Thanks martin! Your answer led me to the correct one - almost right.

I need to append with my root search (not the data model name)

avg(RootSearchDS.ResponseTimeMillis)
0 Karma

martin_mueller
SplunkTrust
SplunkTrust

You need to prefix the field name with the data model name: avg(AccessLogs.ResponseTimeMillis)

Get Updates on the Splunk Community!

Enterprise Security Content Update (ESCU) | New Releases

In December, the Splunk Threat Research Team had 1 release of new security content via the Enterprise Security ...

Why am I not seeing the finding in Splunk Enterprise Security Analyst Queue?

(This is the first of a series of 2 blogs). Splunk Enterprise Security is a fantastic tool that offers robust ...

Index This | What are the 12 Days of Splunk-mas?

December 2024 Edition Hayyy Splunk Education Enthusiasts and the Eternally Curious!  We’re back with another ...