Splunk Search

JSON nested field extraction

wilcomply13
Explorer

I have the following JSON:

{
    "kind": "report",
    "id": {
        "time": "2021-12-24T15:45:01.331Z",
    },
    "events": [
        {
            "parameters": [
                {
                    "name": "field1",
                    "boolValue": true
                },
                {
                    "name": "field2",
                    "boolValue": true
                },
                {
                    "name": "field3",
                    "value": "value3"
                },
                {
                    "name": "field4",
                    "value": "value4"
                },
                {
                    "name": "field5",
                    "boolValue": false
                },
                {
                    "name": "field6",
                    "value": "value6"
                },
                {
                    "name": "field7",
                    "value": "value7"
                },
                {
                    "name": "field8",
                    "boolValue": false
                },
                {
                    "name": "field9",
                    "value": "value9"
                },
                {
                    "name": "field10",
                    "boolValue": false
                },
                {
                    "name": "field11",
                    "boolValue": false
                }
            ]
        }
    ]
}

 

I'd like to marry the key/value pairing of name/value and name/boolValue with their corresponding values i.e. 

field1: true
field4: value4

I've attempted to use spath to extract values, but keep coming up short.

Labels (1)
0 Karma

johnhuang
Motivator

Try this:

| rex field=_raw max_match=0 "\"name\"\:\s?\"?(?<field_name>[^\"^,]*)\"?\,\s+\"\w+\"\:\s?\"?(?<field_value>[^\"^\n]*)"
| eval fields_list=mvzip(field_name, field_value, ":")
| eval _raw=mvjoin(mvzip(field_name, field_value, ":"),"|")
| extract pairdelim="=|",kvdelim=":"

 

yuanliu
SplunkTrust
SplunkTrust

For structured data like JSON, I still prefer buildin SPL commands to custom regex so even badly formatted, but syntactically correct inputs do not ruin extraction.  The same idea can be implemented with spath, for example:

| rex mode=sed "s/boolValue/value/g" ``` treat boolValue just like string value ```
| rex mode=sed "s/\"\"/\"()\"/g" ``` compensate for spath's lack of zero-length standin ```
| spath
| rename events{}.parameters{}.* as field_*
``` johnhua's original code below ```
| eval _raw=mvjoin(mvzip(field_name, field_value, ":"),"|")
| extract pairdelim="=|",kvdelim=":"

A caveat with spath is that it doesn't have an option to provide a standin for zero-length string values, so I have to force a non-zero standin.

Tags (1)
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!

Make Your Machine Data AI-Ready in Splunk

Every team is getting ready for AI agents.   Thursday, November 12, 2026  |  11AM  PST / 2PM EST   ...

Splunk Asynchronous Forwarding Explained

Splunk asynchronous forwarding is often misunderstood as simply setting autoLBVolume. That is not quite right. ...

How to Monitor AI Agents with Splunk Agent Observability

Let’s say I’m running a travel planning AI app in production. A user asks for three concise hotel options in ...