Splunk Search

How to transform nested json into separate rows?

nvwls
New Member

Given json with hashes

 

 

| makeresults 
| eval _raw="{\"yes\":true,\"no\":false,\"a\":{\"x\":0,\"y\":0,\"z\":0},\"c\":{\"x\":1,\"y\":2,\"z\":3},\"d\":{\"x\":1,\"y\":4,\"z\":9}}"
| spath

 

 

"a", "c", and "d" are nested hashes. There are other fields, "yes" and "no" that are not hashes.

What I am trying to do filter out non-hashes and then split into multiple row.

Name x y z
a 0 0 0
c 1 2 3
d 1 4 9

The tricky part is that the top level field names, "yes", "no", "a", "c", "d" are not constant. However the sub fields "x", "y", "z" are.

Thoughts?

Labels (1)
0 Karma

bowesmana
SplunkTrust
SplunkTrust

First pass...

This works

| makeresults 
| eval _raw="{\"yes\":true,\"no\":false,\"a\":{\"x\":0,\"y\":0,\"z\":0},\"c\":{\"x\":1,\"y\":2,\"z\":3},\"d\":{\"x\":1,\"y\":4,\"z\":9}}"
| spath
| fields - _time _raw
| fields *.*
| foreach *.* [ eval name=mvappend("<<MATCHSEG1>>", name), name=mvdedup(name) ]
| mvexpand name
| foreach *.* [ | eval <<MATCHSEG2>>=if("<<MATCHSEG1>>"=name, '<<FIELD>>', '<<MATCHSEG2>>') ]
| fields - *.*

Bit clunky, there may be a better way...

0 Karma

bowesmana
SplunkTrust
SplunkTrust

fields *.* only leaves the n.n fields so removes top level fields.

the first foreach collects the unique top level names and then expands them to create the rows

Second foreach collects the x, y, z values

 

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!

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 ...

Supercharging Windows Security Detection Performance: Introducing Hybrid Field ...

Windows event logs—from Security auditing and Sysmon to PowerShell script blocks—form the operational backbone ...