Splunk Search

Dynamic Sourcetype Extraction

mattcg
Explorer

We're trying to set up a dynamic sourcetype extraction at index time. The reason for this is that we have about 40-50 different sourcetypes that would be generated in this format and we don't want to have 40-50 separate stanzas with a specific regex for each.

Is there a way to extract and set sourcetype dynamically?

Example Event:

<190>Sep 29 19:38:46 hostIP.ec2.internal INFO-ct-UserTransaction: userID="123456789" transactionType="WorkerAssign" itemID="156" taskType="WorkBay"...

transactionType will occur once at an inconsistent position in the payload after INFO-ct-UserTransaction:

WorkerAssign is representative of the value we want to extract as the sourcetype. We may have up to about 50 different values in its place.

What is the best way (if any) to extract and assign this sourcetype at index time?

1 Solution

southeringtonp
Motivator

This is very similar to:
http://answers.splunk.com/questions/6623/conditional-index-and-sourcetype-name-inputs-conf-by-file-n...

You just need to define a regex that will capture that value, and apply a transform to incoming events for that source or host. Something like:

# transforms.conf
[override-sourcetype]
SOURCE_KEY = source
DEST_KEY = MetaData:Sourcetype
REGEX = transactionType=\"([^\"]+)\"
FORMAT = sourcetype::$1

# props.conf
[source::/var/log/inputdir/*]
TRANSFORMS-sourcetype = override-sourcetype

For more information, take a look at:
http://www.splunk.com/base/Documentation/latest/Data/Advancedsourcetypeoverrides

View solution in original post

southeringtonp
Motivator

This is very similar to:
http://answers.splunk.com/questions/6623/conditional-index-and-sourcetype-name-inputs-conf-by-file-n...

You just need to define a regex that will capture that value, and apply a transform to incoming events for that source or host. Something like:

# transforms.conf
[override-sourcetype]
SOURCE_KEY = source
DEST_KEY = MetaData:Sourcetype
REGEX = transactionType=\"([^\"]+)\"
FORMAT = sourcetype::$1

# props.conf
[source::/var/log/inputdir/*]
TRANSFORMS-sourcetype = override-sourcetype

For more information, take a look at:
http://www.splunk.com/base/Documentation/latest/Data/Advancedsourcetypeoverrides

mattcg
Explorer

Strange I didn't see that question when I was searching. Thank you for the response, I'll give this a try.

0 Karma
Get Updates on the Splunk Community!

Splunk Observability for AI

Don’t miss out on an exciting Tech Talk on Splunk Observability for AI!Discover how Splunk’s agentic AI ...

Splunk Enterprise Security 8.x: The Essential Upgrade for Threat Detection, ...

Watch On Demand the Tech Talk on November 6 at 11AM PT, and empower your SOC to reach new heights! Duration: ...

Splunk Observability as Code: From Zero to Dashboard

For the details on what Self-Service Observability and Observability as Code is, we have some awesome content ...