Splunk Search

How to extract 2 fields in same "rex"?

dickersons
Explorer

Hi,

I have a search where I am attempting to extracting 2 different fields from one string response using "rex":

 

 

1st Field: rex \"traceId\"\s:\s\"?(?<traceId>.*?)\"

2nd Field: rex "\"statusCode\"\s:\s\"?(?&lt;tstatusCode&gt;2\d{2}|4\d{2}|5\d{2})\"?"

 

 

I am attempting to "dedup" the 1st field (traceId) before I pipe those results into the 2nd field (statusCode).  I have attempted multiple variation based on Splunk threads and other internet resources.  Below is the query I am making:

 

 

index=myCoolIndex cluster_name="myCoolCluster" sourcetype=myCoolSourceType label_app=myCoolApp ("\"statusCode\"") | rex \"traceId\"\s:\s\"?(?<traceId>.*?)\" | dedup traceId | rex "\"statusCode\"\s:\s\"?(?&lt;tstatusCode&gt;2\d{2}|4\d{2}|5\d{2})\"?"

//I have tried a lot of other permutations this is just one

 

 

Below is the response from the log (looks like JSON but it is string type):

 

 

\\Sample Log (Looks like JSON object, but its a string):
"{
  "correlationId" : "",
  "message" : "",
  "tracePoint" : "",
  "priority" : "",
  "category" : "",
  "elapsed" : 0,
  "locationInfo" : {
    "lineInFile" : "",
    "component" : "",
    "fileName" : "",
    "rootContainer" : ""
  },
  "timestamp" : "",
  "content" : {
    "message" : "",
    "originalError" : {
      "statusCode" : "200",
      "errorPayload" : {
        "error" : ""
      }
    },
    "standardizedError" : {
      "statusCode" : "500",
      "errorPayload" : {
        "errors" : [ {
          "error" : {
            "traceId" : "9539510-d8771da0-a7ce-11ed-921c-d6a73926c0ac",
            "errorCode" : "",
            "errorDescription" : ""
            "errorDetails" : ""
          }
        } ]
      }
    }
  },
}"

 

 

The intent of the query is to:

Extract field "traceId", then "dedup" "traceId" (to remove duplicates), then extract field "statusCode" and sort "statusCode" values.

When running these regEx's independently of eachother they work as expected, but I need to combine them into one query as I will be creating charts on my next step.....  All help is appreciated.

 

Labels (2)
0 Karma
1 Solution

bowesmana
SplunkTrust
SplunkTrust

This will get the _first_ statuscode (200)

| rex "(?s)\"statusCode\"\s:\s\"?(?<statusCode>2\d{2}|4\d{2}|5\d{2})\"?.*\"traceId\"\s:\s\"?(?<traceId>.*?)\".*"

The (?s) allows .* to span multiple lines (. = LF matching).

This will get the _last_ status code

| rex max_match=0 "(?s).*\"statusCode\"\s:\s\"?(?<statusCode>[245]\d{2})\"?.*\"traceId\"\s:\s\"?(?<traceId>.*?)\""

i.e. by starting the regex with a greedy .* before the statusCode it will consume everything up to the last occurrence of statusCode, that exists BEFORE the traceId

View solution in original post

dickersons
Explorer

Works as stated above.  Thanks much for the assistance!

0 Karma

bowesmana
SplunkTrust
SplunkTrust

This will get the _first_ statuscode (200)

| rex "(?s)\"statusCode\"\s:\s\"?(?<statusCode>2\d{2}|4\d{2}|5\d{2})\"?.*\"traceId\"\s:\s\"?(?<traceId>.*?)\".*"

The (?s) allows .* to span multiple lines (. = LF matching).

This will get the _last_ status code

| rex max_match=0 "(?s).*\"statusCode\"\s:\s\"?(?<statusCode>[245]\d{2})\"?.*\"traceId\"\s:\s\"?(?<traceId>.*?)\""

i.e. by starting the regex with a greedy .* before the statusCode it will consume everything up to the last occurrence of statusCode, that exists BEFORE the traceId

ITWhisperer
SplunkTrust
SplunkTrust
| rex "\"statusCode\"\s:\s\"?(?<statusCode>2\d{2}|4\d{2}|5\d{2})\".*?\"traceId\"\s:\s\"?(?<traceId>.*?)\"" | dedup traceId
0 Karma

dickersons
Explorer

This does not produce a match in Splunk or regex101.......

0 Karma

ITWhisperer
SplunkTrust
SplunkTrust
| rex "(?ms)\"statusCode\"\s:\s\"?(?<statusCode>2\d{2}|4\d{2}|5\d{2})\".*?\"traceId\"\s:\s\"?(?<traceId>.*?)\"" | dedup traceId
0 Karma
Get Updates on the Splunk Community!

Buttercup Games Tutorial Extension - part 9

This series of blogs assumes you have already completed the Splunk Enterprise Search Tutorial as it uses the ...

Buttercup Games Tutorial Extension - part 8

This series of blogs assumes you have already completed the Splunk Enterprise Search Tutorial as it uses the ...

Introducing the Splunk Developer Program!

Hey Splunk community! We are excited to announce that Splunk is launching the Splunk Developer Program in ...