Getting Data In

Comparing two huge csv files

salpaysog
Explorer

I have two csv files of email adresses that I want to compare by listing email adresses only available in one (and respectively in the other one). What I want to do is similar to a "minus" operation in SQL.

This issue was already solved in many threads such as:
-https://answers.splunk.com/answers/56586/list-difference-between-two-csv-files.html
-https://answers.splunk.com/answers/386822/how-to-compare-search-and-csv-file.html

However, my csv files are huge (300000+). And most of the email adresses are common to both. I just need to extract the few oddities.

Subsearches and joins are limited (maxout limit of subsearch 10000 in my enterprise edition).

Does anyone have an idea how to use Splunk to solve this?

I have tried to use excel or even written a python script but it takes hell of a time and my computer does not support the calculations...

0 Karma
1 Solution

gcusello
SplunkTrust
SplunkTrust

Hi salpaysog,
load files in an index (maybe with a scheduled search by night) and then run a something like the following

index=my_csv_index
| stats value(source) AS source DC(source) AS count BY email
| where count=1

In this way you have only emails that are in one csv file.

Bye.
Giuseppe

View solution in original post

gcusello
SplunkTrust
SplunkTrust

Hi salpaysog,
load files in an index (maybe with a scheduled search by night) and then run a something like the following

index=my_csv_index
| stats value(source) AS source DC(source) AS count BY email
| where count=1

In this way you have only emails that are in one csv file.

Bye.
Giuseppe

salpaysog
Explorer

This is brilliant thank you Giuseppe!
Works well and very fast.

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!

Announcing Modern Navigation: A New Era of Splunk User Experience

We are excited to introduce the Modern Navigation feature in the Splunk Platform, available to both cloud and ...

Think Like an Architect: Introducing the Splunk Certified Cybersecurity Defense ...

In cybersecurity, defenders respond to threats. Architects design the systems that stop them.    As ...

Best Practices: Splunk auto adjust pipeline queue

When you enable autoAdjustQueue in Splunk, maxSize should be understood as the queue size Splunk starts with ...