Getting Data In

Handling Data with multiple formats

jhallman
Explorer

Has anyone worked with parsing multiple formats within a log

Example we logs like driver.log for our Datasynapse Grid processing
and at least 5 different distinct formats

mutil-line format

[LOG|DEBUG|2011 August 23, 08:25:27 (622)|MEMORY_DEBUG|ResponseCallbacks-1: DriverJobSpace$1|162.103.129.63 (wppsa01a0038.wellsfargo.com)]
In FuBaseWebProcJob::processTaskOuput(0) - heap size(50,577,408) free(8,822,904) % free(17.444357765427597)
[END]

2nd mutli-line
Bond has been loaded from Calypso
putting bond into cache cusip 3133XYJ97
SourceHit=22.0 CacheHit=5.0 HitRate=18.519
**** out of sync block
*********BondSettleDays =1 tradeSd=08/24/2011
::grName::gridlib_smiley2_prod_ro
Resetting DATASYNAPSE_RETRIES to 0
[2011-08-23 08:25:25.805] CARE Domain: MSRBTaskTimeoutMin=null
[2011-08-23 08:25:25.805] Executing grid job...

And at least 3 single line formats

08/23/11 08:25:27.627 INFO: [ServiceEvent] CompletedTask:TradeAnalyticsJob:3133XYJ97-8293306600710979712-0:Total:1

CARESERVICE END:CE0C1AE5-E762-4474-9541-E8724CFD8C86|45|S|3133XYJ97: TIME::8/23/11 11:59:00.674 PM EDT

CalypsoServiceGrid Response has been posted. 27.0#27.0

woodcock
Esteemed Legend

I assume the problem is that these variants are all inside of a single file. This blog does a good job of explaining how to handle that:

http://www.function1.com/2013/01/oh-no-splunking-log-files-with-multiple-formats-no-problem

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!

Self-Healing Pipeline Is Now Generally Available: AI-Powered CIM Compliance

Maintaining data integrity across security and analytics pipelines is an ongoing challenge. Data ...

Meet Splunk Observability Studio: AI-Assisted OpenTelemetry Instrumentation Without ...

Instrumentation is usually the last step or even an afterthought when building out a project. The feature ...

Federated Search for Cisco Security and Analytics Logging (SAL) is now GA on Splunk ...

Federated Search for Cisco  Security Analytics and Logging (SAL) is now generally available as part of the ...