Splunk Search

How can one represent different values for a single extracted field?

cb046891
New Member

This issue comes from the error logs of a login service. When a user scans their badge and attempts to log in with an invalid alias the resulting service exception will contain the following example text: "Unable to lookup personnel with barcode: 554067 and orgId: 1217864."

I've created a report to extract these events, it's a simple search containing "| rex field=_raw "barcode: (?< Alias>.) and orgId: (?< OrgID>.).""

This will generate the fields "Alias" and "OrgID." Valid aliases should be a 6 digit number. However, due to users scanning the wrong barcode, we see values of Alias like AC000000000000, NE000000 or sometimes a 6 letter alpha string. Is there any way for me to represent the count/percentage of invalid values of Alias? Ideally I'd want to create a graphical representation of this with a Pie Chart.

Tags (2)
0 Karma
1 Solution

richgalloway
SplunkTrust
SplunkTrust

Perhaps this will get you started.

... | | rex "barcode: (?<Alias>\S+) and orgId: (?<OrgID>[^\.]+)"
| eval is_valid = if(len(Alias) == 6 AND isnum(Alias), 1, 0)
| stats count(eval(is_valid==1)) as Valid, count(eval(is_valid==0)) as Invalid
---
If this reply helps you, Karma would be appreciated.

View solution in original post

0 Karma

richgalloway
SplunkTrust
SplunkTrust

Perhaps this will get you started.

... | | rex "barcode: (?<Alias>\S+) and orgId: (?<OrgID>[^\.]+)"
| eval is_valid = if(len(Alias) == 6 AND isnum(Alias), 1, 0)
| stats count(eval(is_valid==1)) as Valid, count(eval(is_valid==0)) as Invalid
---
If this reply helps you, Karma would be appreciated.
0 Karma

cb046891
New Member

Sorry I'm late getting back to you! This did send me in the right direction! I ended up using Eval with a case to classify the aliases that I was seeing:

| eval AliasType = case(
    match(Alias, "AC*") AND len(Alias) >= 10,"Class1",
    len(Alias) == 6 AND isnum(Alias), "Class2",
    match(Alias, "NE*"), "Class3",
    len(Alias) == 12 AND isnum(Alias), "Class4,
    !isnum(Alias) OR len(Alias) != 12 OR len(Alias) != 6, "Class5"
    )
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!

Mastering Threat Intelligence in ES 8.5, Splunk AI Assistant v2, and More from Splunk ...

Splunk Lantern is Splunk’s customer success center that provides practical guidance from Splunk experts on key ...

Break the Build: Inside the KubeDoom Lounge at .conf26

    You step up to the machine. The pixelated corridors of a certain 1993 FPS load in front of you, EMP Pulse ...

Splunk Auto Ingestion Parallel Pipeline Scaling

Why this feature matters Many Splunk environments experience ingestion pressure long before the host is fully ...