Splunk Search

Extracting JSON from POST data

dpadams
Communicator

I've got log data that includes JSON text that's sent up using POST to a Web server. A raw regex pattern to match the JSON data is:

\{([^}]*)\}

That gets me the curly braces and everything inside. Perfect. Unfortunately, I've been unable to figure out how to adapt this to field extraction system's patterns. I've not managed to get Splunk to recognize my POSTed JSON data using the interactive field extraction screen, which is why I'm trying to get the raw regex into place.

Thanks very much for any assistance.

Tags (2)
0 Karma
1 Solution

dpadams
Communicator

After some completely undignified trial-and-error with a simpler sample set, I've got a pattern that works in Splunk:

(?i)^(?:[^"]*"){3}(?P[^"]+)

This captures the {any contents} and not the double-quotes around the outside. For example, starting from the text below:

"{'user_id':'abc123','action':'add','names':['hello','world']}"

the pattern should match

{'user_id':'abc123','action':'add','names':['hello','world']}

Depending on your your whitespace is organized, the above pattern may need a tweak or two.

View solution in original post

dpadams
Communicator

After some completely undignified trial-and-error with a simpler sample set, I've got a pattern that works in Splunk:

(?i)^(?:[^"]*"){3}(?P[^"]+)

This captures the {any contents} and not the double-quotes around the outside. For example, starting from the text below:

"{'user_id':'abc123','action':'add','names':['hello','world']}"

the pattern should match

{'user_id':'abc123','action':'add','names':['hello','world']}

Depending on your your whitespace is organized, the above pattern may need a tweak or two.

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 ...