Splunk Search

Regex Help

newbie2tech
Communicator

Hi Team,

Need your help with Regex to extract key value pairs. Below is sample event

2017-06-27 14:35:38.000 INFO   [http-nio-0.0.0.0-19752-exec-4 - RequestResponseLoggerFilter] SessionID 2017-06-28-10:31:01-0855306 correlationID:bbacfa29-095d-49c0-b146-fe456h417ecbb681 "Request" : {"top":{"ref":"https://abc.com","adrum":"isAjax:true","content-length":"199","xyz-id":"123456","origin":"https://offline.xyz.com","xyz-authenticationprovider":"kbc","xyz-kbc-entry":"ipad","xyz-originaluri":"/kpi/abcf","via":"http/1.1 xyz.com","xyz-hyt-entrydomain":"mb","xyz-ipaddress":"117.00.109.103","xyz-originatorauthentication":"VUJTLdGhlbnRpY2F0aW9uTW5hbFVyaT0lMkZhcGklMkZ3bWElMkZjcmVkaXQtY2FyZC1wYXltZW50cyUyRnYxJTJGc2NoZWR1bGVkJTJGYWRkJlVCUy1SZXF1ZXN0QmFzZVVybD1odHRwcyU","x-forwarded-host":"offline.xyz.com","xyz-isuseraccessinganyaddressinternally":"false","x-forwarded-prefix":"/api","xyz-isuseraccessinginternally":"false","host":"offline.xyz.com","content-type":"application/json","xyz-hyt-hashregistrationid":"61fa7e9eb9afca3c09412a10fb02986d","accept-language":"en-us","xyz-authenticationlevel":"25","x-forwarded-proto":"https","dnt":"1","x-forwarded-for":"173.66.169.203","xyz-requestbaseurl":"https://offline.xyz.com/api","accept":"*/*","xyz-hyt-registrationid":"123456","x-forwarded-server":"148.112.147.17","singularityheader":"appId=7*ctrlguid=123456*acctguid=3f5d5ee2-41b3-4e59-ad10-de0b93044*ts=1498660534590*btid=2206*id=9497e8be-3275-417b-9893-30dbcca2d0*exitid=2*unresolvedexitid=164*cidfrom=148*etypeorder=CUSTOM*esubtype=CUSTOM*cidto=545","xyz-hyt-sessionid":"2017-06-28-10:31:01-085","xyz-isproxyuser":"false","xyz-isemployee":"false","xyz-hyt-entrypoint":"Mens","accept-encoding":"gzip,deflate","user-agent":"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6) AppleWebKit/603.2.5 (KHTML, like Gecko) Version/10.1.1 Safari/603.2.5","xyz-iscallersecure":"true"},"correlationId":"bbddfa29-09fd-45c0-b136-fe417ecbb681"}

Ideally i would like to break down the above event into ky-value pairs such that i can build stats using the extracted fields, if it makes it any easier, extracting the key:value paris inside the {"ref"..."xyz-iscallersecure":"true"} portion would suffice.

one of the sample stats which i would be needing would look like below..

mysearch | stats count(xyz-id) by xyz-kbc-entry

Can you please help share regex for getting this done. I tried multiple options using my limited regex knowledge but couldn't get it exactly.

Thank you in advance.

Tags (2)
0 Karma

woodcock
Esteemed Legend

Like this:

| makeresults 
| eval _raw="2017-06-27 14:35:38.000 INFO   [http-nio-0.0.0.0-19752-exec-4 - RequestResponseLoggerFilter] SessionID 2017-06-28-10:31:01-0855306 correlationID:bbacfa29-095d-49c0-b146-fe456h417ecbb681 \"Request\" : {\"top\":{\"ref\":\"https://abc.com\",\"adrum\":\"isAjax:true\",\"content-length\":\"199\",\"xyz-id\":\"123456\",\"origin\":\"https://offline.xyz.com\",\"xyz-authenticationprovider\":\"kbc\",\"xyz-kbc-entry\":\"ipad\",\"xyz-originaluri\":\"/kpi/abcf\",\"via\":\"http/1.1 xyz.com\",\"xyz-hyt-entrydomain\":\"mb\",\"xyz-ipaddress\":\"117.00.109.103\",\"xyz-originatorauthentication\":\"VUJTLdGhlbnRpY2F0aW9uTW5hbFVyaT0lMkZhcGklMkZ3bWElMkZjcmVkaXQtY2FyZC1wYXltZW50cyUyRnYxJTJGc2NoZWR1bGVkJTJGYWRkJlVCUy1SZXF1ZXN0QmFzZVVybD1odHRwcyU\",\"x-forwarded-host\":\"offline.xyz.com\",\"xyz-isuseraccessinganyaddressinternally\":\"false\",\"x-forwarded-prefix\":\"/api\",\"xyz-isuseraccessinginternally\":\"false\",\"host\":\"offline.xyz.com\",\"content-type\":\"application/json\",\"xyz-hyt-hashregistrationid\":\"61fa7e9eb9afca3c09412a10fb02986d\",\"accept-language\":\"en-us\",\"xyz-authenticationlevel\":\"25\",\"x-forwarded-proto\":\"https\",\"dnt\":\"1\",\"x-forwarded-for\":\"173.66.169.203\",\"xyz-requestbaseurl\":\"https://offline.xyz.com/api\",\"accept\":\"*/*\",\"xyz-hyt-registrationid\":\"123456\",\"x-forwarded-server\":\"148.112.147.17\",\"singularityheader\":\"appId=7*ctrlguid=123456*acctguid=3f5d5ee2-41b3-4e59-ad10-de0b93044*ts=1498660534590*btid=2206*id=9497e8be-3275-417b-9893-30dbcca2d0*exitid=2*unresolvedexitid=164*cidfrom=148*etypeorder=CUSTOM*esubtype=CUSTOM*cidto=545\",\"xyz-hyt-sessionid\":\"2017-06-28-10:31:01-085\",\"xyz-isproxyuser\":\"false\",\"xyz-isemployee\":\"false\",\"xyz-hyt-entrypoint\":\"Mens\",\"accept-encoding\":\"gzip,deflate\",\"user-agent\":\"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6) AppleWebKit/603.2.5 (KHTML, like Gecko) Version/10.1.1 Safari/603.2.5\",\"xyz-iscallersecure\":\"true\"},\"correlationId\":\"bbddfa29-09fd-45c0-b136-fe417ecbb681\"}"

| rename COMMENT AS "Everything above generates sample event data; everything below is your solution"

| rex max_match=0 "(?<=,|{)\"(?<KVPcombo>[^\"]+\":\"[^\"]+)\"(?=,|})"
| streamstats count AS _serial
| mvexpand KVPcombo
| rex field=KVPcombo "^(?<KVPkey>[^\"]+)\":\"(?<KVPvalue>.*)$"
| eval {KVPkey}=KVPvalue
| fields - KVP*
| stats values(*) AS * BY _time _raw _serial
0 Karma

gcusello
SplunkTrust
SplunkTrust

Hi newbie2tech,

I'm not sure to have understood your need, try something like this

\"(?<my_field1>xyz-[^\"]*)\":\"(?<my_field2>[^\"]*)

You can test it at https://regex101.com/r/mmPWQf/1
Bye.
Giuseppe

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!

Quantify Your Splunk Investment Impact: Introducing Savings Metrics to Value Insights

Building on the foundation established in our initial Value Insights releases, we are introducing the Savings ...

Event Series: Telemetry Pipeline Management

Balancing Scale and Spend: Gaining Control Over High-Volume Metrics in Splunk Observability Cloud As ...

Kick the Tires Before You Commit: A Hands-On Tour of the Splunk Observability Cloud ...

Evaluating an enterprise observability platform usually goes like this: fill out a form, get a free trial with ...