Splunk Search

How to extract nested JSON and display JsonObject in a table?

Dhanapathi
New Member

My sample event looks like below:

{
    "thread": "http-nio-8085-exec-1",
    "level": "INFO",
    "loggerName": "INSTRUMENTATION_TRACING",
    "message": {
        "eventId": "68b3c5d3-02e5-4c33-af41-756b43fc4311",
        "signature": "public ResponseObj someMethod(RequestObj)",
        "duration": 1019,
        "request": [{"#my nested request Json goes here": "" } ],
        "response": {"#my nested response Json goes here": ""},
    "endOfBatch": false,
    "loggerFqcn": "org.apache.logging.log4j.spi.AbstractLogger",
    "instant": {
        "epochSecond": 1561664957,
        "nanoOfSecond": 437000000
    },
    "threadId": 26,
    "threadPriority": 5
}

I would like to display in a table like below

|eventId | signature | duration | request | response

Issue: I was able to extract each element in a nested JSON but the cloud is not able to aggregate 'message.request' as one JSON String
Tried below :

index=sample loggerName="INSTRUMENTATION_TRACING" | spath | rename message.eventId as eventId, message.signature as signature message.duration as duration , message.request as request, message.response as response | table eventId, signature, duration, request, response

spath extracts all nested elements as expected. I could not see "message.request" or "message.response" in the extracted fields.

I only want to extract one level (i.e I want message.request and message.response elements as Json string to display in a table)

Is it possible? If so, can someone throw me some ideas, please.

0 Karma

jawaharas
Motivator

Below SPL works for 'request' field as the field is a 'list' in the JSON input.

|<base_search>
| spath output=request path=request{}
| table eventId, signature, duration, request
0 Karma

Dhanapathi
New Member

Sorry.., I need to display both request and response

0 Karma

kamlesh_vaghela
SplunkTrust
SplunkTrust

@Dhanapathi

Can you please share sample JSON for "request": [{"#my nested request Json goes here": "" } ],
"response": {"#my nested response Json goes here": ""},
and expected result from it?

0 Karma

memarshall63
Communicator

Is that the formatted JSON (i.e. coming from Splunk display) or does your event have the whitespaces and newlines in it?

0 Karma

Dhanapathi
New Member

I will have whitespaces and newlines in my Splunk log event. The Json content of request and response changes based on the operation

0 Karma

Dhanapathi
New Member
{
    "eventId": "1065f4a2-d61d-438d-9862-6db0c41b5000",
    "metrics": {
        "NAME": "pilot-vehicle-service",
        "VERSION": "1.0",
        "ENVIRONMENT": "DEV",
        "INSTANCE_ID": "11",
        "CORRELATION_ID": "3259eef8-afab-4cf1-a8c3-20ed9682aefe",
        "LOCAL_ADDRESS": "127.0.0.1:8080 ",
        "REMOTE_ADDRESS": "127.0.0.1",
        "URI": "[POST]/pilot-vehicle-service/0.0/vehicle/preference"
    },
    "signature": "public me.dhana.poc.vehicle.domain.Vehicle me.dhana.poc.vehicle.service.impl.DefaultVehicleQueryService.getPreference(me.dhana.poc.vehicle.domain.Category)",
    "duration": 343,
    "request": [
        {
            "segment": "compact",
            "type": "suv"
        }
    ],
    "response": {
        "id": "5",
        "manufacturer": "Honda",
        "year": 2017,
        "model": "Pilot",
        "price": 13300
    }
}

Please find the sample above

0 Karma

kamlesh_vaghela
SplunkTrust
SplunkTrust

@Dhanapathi

I assume that this event from the search bar.

Can you please execute below searches?

index=sample loggerName="INSTRUMENTATION_TRACING" | spath 
| rename message.* as * | table  eventId, signature, duration, request{}*, response.*

Sample Search:

| makeresults 
| eval _raw="{
    \"thread\": \"http-nio-8085-exec-1\",
    \"level\": \"INFO\",
    \"loggerName\": \"INSTRUMENTATION_TRACING\",
    \"message\": {
        \"eventId\": \"1065f4a2-d61d-438d-9862-6db0c41b5000\",
        \"metrics\": {
            \"NAME\": \"pilot-vehicle-service\",
            \"VERSION\": \"1.0\",
            \"ENVIRONMENT\": \"DEV\",
            \"INSTANCE_ID\": \"11\",
            \"CORRELATION_ID\": \"3259eef8-afab-4cf1-a8c3-20ed9682aefe\",
            \"LOCAL_ADDRESS\": \"127.0.0.1:8080 \",
            \"REMOTE_ADDRESS\": \"127.0.0.1\",
            \"URI\": \"[POST]/pilot-vehicle-service/0.0/vehicle/preference\"
        },
        \"signature\": \"public me.dhana.poc.vehicle.domain.Vehicle me.dhana.poc.vehicle.service.impl.DefaultVehicleQueryService.getPreference(me.dhana.poc.vehicle.domain.Category)\",
        \"duration\": 343,
        \"request\": [{
            \"segment\": \"compact\",
            \"type\": \"suv\"
        },{
            \"segment\": \"compact1\",
            \"type\": \"suv1\"
        }],
        \"response\": {
            \"id\": \"5\",
            \"manufacturer\": \"Honda\",
            \"year\": 2017,
            \"model\": \"Pilot\",
            \"price\": 13300
        }
    }
}" 
| spath
| rename message.* as * | table  eventId, signature, duration, request{}*, response.*

Note: in your JSON request is array type of object So multivalued field could found. See in sample search.

0 Karma

Dhanapathi
New Member

I tried your options, but the request/response is not displayed as one single column, each json element is displayed in its own column.

Is there a way that i can convert the extracted Json back to String and display(request/response) in one single Column?

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!

[Puzzles] Solve, Learn, Repeat: Classic British Rock Bands

This puzzle series (first published here) is based on extracting information from statements about well-known ...

New to the Community? Join Us for an Exclusive Post .conf26 Welcome Session (Plus a ...

Keep the .conf26 Energy Going: Welcome to the Splunk Community! Whether we scanned your badge at the Community ...

Accelerate Splunk App Development with AI

  Learn how to automate the repetitive parts of your build cycle.   Register to Attend   Join our Tech Talk ...