Splunk Search

Differentiate JSON event with multiple fields with the same name

mlovasco
Explorer

Hello - I have JSON events that have multiple items nested inside them.  Each item has fields with the same name.  I'm trying to report with stats and timechart on specifically "lastvalue_raw" for each "sensor" however when trying a few different things my query still chooses the first "lastvalue_raw" for any of the sensors.  The JSON event could have any number of nested items within it depending on the type of sensor.  Below is an example event:

 

 

 

 

{
    "prtg-version":  "21.1.65.1767",
    "treesize":  2,
    "sensor":  [
                   {
                       "device":  "Colo Palo Alto FW1",
                       "device_raw":  "Colo Palo Alto FW1",
                       "objid":  8219,
                       "objid_raw":  8219,
                       "sensor":  "Comcast (1Gbit/s - Circuit ID)",
                       "sensor_raw":  "Comcast (1Gbit/s - Circuit ID)",
                       "status":  "Unusual",
                       "status_raw":  10,
                       "lastvalue":  "37 Mbit/s",
                       "lastvalue_raw":  4637266.8945
                   },
                   {
                       "device":  "Colo Palo Alto FW1",
                       "device_raw":  "Colo Palo Alto FW1",
                       "objid":  33904,
                       "objid_raw":  33904,
                       "sensor":  "Verizon Business (1Gbit/s - Circuit ID)",
                       "sensor_raw":  "Verizon Business (1Gbit/s - Circuit ID)",
                       "status":  "Up",
                       "status_raw":  3,
                       "lastvalue":  "163 Mbit/s",
                       "lastvalue_raw":  20343218.0333
                   }
               ]
}

 

 

 

 

And here is an example of a query I have tried to separate them:

 

 

 

 

index=prtg_test sourcetype=_json 
| spath 
| rename "sensor{}.lastvalue_raw" AS lastvalue, "sensor{}.sensor" AS sensor 
| timechart span=1m latest(lastvalue) by sensor

 

 

 

 

Any help is greatly appreciated!

Labels (1)
0 Karma
1 Solution

manjunathmeti
Champion

hi @mlovasco,

Fields lastvalue and sensor are multivalue fields. You need to expand them before using timechart/stats command.

index=prtg_test sourcetype=_json 
| spath 
| rename "sensor{}.lastvalue_raw" AS lastvalue, "sensor{}.sensor" AS sensor 
| eval mzip=mvzip(sensor, lastvalue, "&") 
| mvexpand mzip 
| eval mzip=split(mzip, "&"), sensor=mvindex(mzip, 0), lastvalue=mvindex(mzip, 1) 
| timechart span=1m latest(lastvalue) by sensor

 

If this reply helps you, a like would be appreciated.

View solution in original post

manjunathmeti
Champion

hi @mlovasco,

Fields lastvalue and sensor are multivalue fields. You need to expand them before using timechart/stats command.

index=prtg_test sourcetype=_json 
| spath 
| rename "sensor{}.lastvalue_raw" AS lastvalue, "sensor{}.sensor" AS sensor 
| eval mzip=mvzip(sensor, lastvalue, "&") 
| mvexpand mzip 
| eval mzip=split(mzip, "&"), sensor=mvindex(mzip, 0), lastvalue=mvindex(mzip, 1) 
| timechart span=1m latest(lastvalue) by sensor

 

If this reply helps you, a like would be appreciated.

mlovasco
Explorer

Works perfectly, thanks!

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!

Value Insights: Now Generally Available in the CMC

Organizations are under pressure to move faster, control cost, expand AI adoption, and prove value with more ...

What’s New in Splunk AI: Volume 02

Welcome to the second edition of “What’s New in Splunk AI” where we look at the latest and greatest updates, ...

Splunk App Dev Quarterly Roundup: AI, Agents, and Innovation!

Another quarter, another wave of innovation. From complex integrations to pushing the limits ...