Getting Data In

Extracting values from a json log file

Splunkster45
Communicator

I have log file that looks like the following:

what's the best way to extract each value here. I want to evetually download this as a csv file. I'm okay with the dictionary/json for message still being a dictionary/json.

{"source_host":"a.com","method":"new","level":"INFO","message":"value = {\"sessionId\" :\"1\",\"number\":\"2\"}"}     

I tried using | spath output=_raw path=source_host, but and that worked, but I can't get multiple fields e.g.

| spath output=_raw path=source_host|method 
| spath output=_raw path=source_host,method
| spath output=_raw path=*

Any thoughts?

Tags (2)
0 Karma

somesoni2
Revered Legend

Just use the spath command (no other parameter) to extract all fields, as long as your raw data is in pure json format. See this runanywhere sample based off your sample data (additional backslashes are added to inline data generation)

| gentimes start=-1 | eval _raw="{\"source_host\":\"a.com\",\"method\":\"new\",\"level\":\"INFO\",\"message\":\"value = {\\\"sessionId\\\" :\\\"1\\\",\\\"number\\\":\\\"2\\\"}\"}" | table _raw 
| spath
0 Karma

sudosplunk
Motivator

Give this a try |spath output=_raw | table *

If you want to extract multiple values, have a look here.

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!

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 ...