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!

[Puzzles] Solve, Learn, Repeat: Matching cron expressions

This puzzle (first published here) is based on matching timestamps to cron expressions.All the timestamps ...

Why Splunk Customers Should Attend Cisco Live 2026 Las Vegas

Why Splunk Customers Should Attend Cisco Live 2026 Las Vegas     Cisco Live 2026 is almost here, and this ...

Data Management Digest – May 2026

Welcome to the May 2026 edition of Data Management Digest!   As your trusted partner in data innovation, the ...