got logs? get answers with elasticsearch elk - puppetconf 2014

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Got Logs? Get Answers with Elasticsearch ELK - Jordan Sissel, Elasticsearch

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Got Logs?ELK stories and awesome.

@jordansissel #PuppetConf 2014

Disclaimer

I apologize for any obnoxious animations in this presentation.JUST KIDDING. ANIMATIONS ARE AMAZING

Hello friends!I work on Logstash

at Elasticsearch

#PuppetApproved

APPROVED

THE KING OF PAIN MOUNTAINRichard Pijnenburg !

Very Nice Human !

Puppet Specialist

👑

Twitter: @Richardp82 — Github and IRC: electrical

Sorry about the previous slide.I got a little wild.

Always be testing!

puppet testing tools?• rspec-puppet

• puppet-doc-lint

• puppet-lint

• beaker

Elasticsearch 💚 Puppet

Story time!

Let’s talk about ELK in the Wild!

“Oops it broke”

{ }

Complex data at high volume is hard, but we can help.

ELK @ Bloomberg

need: 1.5 billion events per second

need: logs from thousands of servers

need: integration with in-house tools

Rub some ELK on it!

Picture: Wikipedia - Richard Lydekker - Public Domain

10+ departments using it

ELK @

50.56.197.244 - - [13/Sep/2012:02:34:37 -0400] "GET / HTTP/1.1" 200 41687 "-" "Mozilla/4.0 (compatible; MSIE 5.0; Windows NT; DigExt; DTS Agent"!89.96.171.210 - - [13/Sep/2012:02:32:49 -0400] "GET /files/logstash/logstash-1.1.0-monolithic.jar HTTP/1.1" 200 40923996 "-" "Chef Client/0.10.10 (ruby-1.9.3-p194; ohai-0.6.4; amd64-freebsd8; +http://opscode.com)"!37.57.128.238 - - [13/Sep/2012:02:37:24 -0400] "GET / HTTP/1.1" 200 41687 "-" "Mozilla/4.0 (compatible; MSIE 5.0; Windows NT; DigExt; DTS Agent"!199.21.99.109 - - [13/Sep/2012:02:38:12 -0400] "GET /blog/tags/packaging HTTP/1.1" 200 15152 "-" "Mozilla/5.0 (compatible; YandexBot/3.0; +http://yandex.com/bots)"!180.76.6.232 - - [13/Sep/2012:02:38:23 -0400] "GET /blog/tags/wrt54gl HTTP/1.1" 200 8867 "-" "Mozilla/5.0 (compatible; Baiduspider/2.0; +http://www.baidu.com/search/spider.html)"!217.227.233.68 - - [13/Sep/2012:02:38:25 -0400] "GET /articles/ssh-security/ HTTP/1.1" 200 16543 "-" "Mozilla/5.0 (X11; Linux x86_64; rv:15.0) Gecko/20100101 Firefox/15.0"!217.227.233.68 - - [13/Sep/2012:02:38:26 -0400] "GET /reset.css HTTP/1.1" 200 1015 "http://www.semicomplete.com/articles/ssh-security/" "Mozilla/5.0 (X11; Linux x86_64; rv:15.0) Gecko/20100101 Firefox/15.0"!217.227.233.68 - - [13/Sep/2012:02:38:26 -0400] "GET /style2.css HTTP/1.1" 200 4877 "http://www.semicomplete.com/articles/ssh-security/" "Mozilla/5.0 (X11; Linux x86_64; rv:15.0) Gecko/20100101 Firefox/15.0"!217.227.233.68 - - [13/Sep/2012:02:38:26 -0400] "GET /images/jordan-80.png HTTP/1.1" 200 6146 "http://www.semicomplete.com/articles/ssh-security/" "Mozilla/5.0 (X11; Linux x86_64; rv:15.0) Gecko/20100101 Firefox/15.0"!217.227.233.68 - - [13/Sep/2012:02:38:31 -0400] "GET /images/web/2009/banner.png HTTP/1.1" 200 52315 "http://www.semicomplete.com/style2.css" "Mozilla/5.0 (X11; Linux x86_64; rv:15.0) Gecko/20100101 Firefox/15.0"!184.73.137.50 - - [13/Sep/2012:02:38:28 -0400] "GET /files/logstash/logstash-1.1.1-monolithic.jar HTTP/1.1" 200 53813805 "-" "Chef Client/0.10.8 (ruby-1.8.7-p334; ohai-0.6.10; i686-linux; +http://opscode.com)"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/ HTTP/1.1" 200 4483 "http://news.ycombinator.com/item?id=4417660" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/bootstrap/css/bootstrap-responsive.min.css HTTP/1.1" 200 7680 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/css/style.css HTTP/1.1" 200 2715 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/css/jquery.ui.datepicker.css HTTP/1.1" 200 33035 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/excanvas.min.js HTTP/1.1" 200 19415 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/bootstrap/css/bootstrap.min.css HTTP/1.1" 200 71463 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/jquery.history.js HTTP/1.1" 200 6466 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/css/jquery-ui-1.8.16.custom.css HTTP/1.1" 200 50829 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/jquery.flot.min.js HTTP/1.1" 200 37554 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/jquery.flot.selection.min.js HTTP/1.1" 200 3532 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/jquery.smartresize.js HTTP/1.1" 200 1123 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/iso8601.min.js HTTP/1.1" 200 486 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/safebase64.js HTTP/1.1" 200 3264 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.89 Safari/537.1"!24.24.235.59 - - [13/Sep/2012:02:38:46 -0400] "GET /kibana/js/lib/jquery.min.js HTTP/1.1" 200 93868 "http://semicomplete.com/kibana/" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1

grep😱

(?<a0>(?<a1>(?<a2>\b(?:Jan(?:uary)?|Feb(?:ruary)?|Mar(?:ch)?|Apr(?:il)?|May|Jun(?:e)?|Jul(?:y)?|Aug(?:ust)?|Sep(?:tember)?|Oct(?:ober)?|Nov(?:ember)?|Dec(?:ember)?)\b) +(?<a3>(?:(?:0[1-9])|(?:[12][0-9])|(?:3[01])|[1-9])) (?<a4>(?!<[0-9])(?<a5>(?:2[0123]|[01][0-9])):(?<a6>(?:[0-5][0-9]))(?::(?<a7>(?:(?:[0-5][0-9]|60)(?:[.,][0-9]+)?)))(?![0-9]))) (?<a8>(?:(?<a9>\b(?:[0-9A-Za-z][0-9A-Za-z-]{0,62})(?:\.(?:[0-9A-Za-z][0-9A-Za-z-]{0,62}))*(\.?|\b))|(?<a10>(?<![0-9])(?:(?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2}))(?![0-9])))) (?<a11>(?<a12>(?:[\w._/%-]+))(?:\[(?<a13>\b(?:[1-9][0-9]*)\b)\])?): (?<a14>(?<![0-9])(?:(?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2}))(?![0-9])):(?<a15>(?:[+-]?(?:[0-9]+))) \[(?<a16>(?<a17>(?:(?:0[1-9])|(?:[12][0-9])|(?:3[01])|[1-9]))/(?<a18>\b(?:Jan(?:uary)?|Feb(?:ruary)?|Mar(?:ch)?|Apr(?:il)?|May|Jun(?:e)?|Jul(?:y)?|Aug(?:ust)?|Sep(?:tember)?|Oct(?:ober)?|Nov(?:ember)?|Dec(?:ember)?)\b)/(?<a19>[0-9]+):(?<a20>(?!<[0-9])(?<a21>(?:2[0123]|[01][0-9])):(?<a22>(?:[0-5][0-9]))(?::(?<a23>(?:(?:[0-5][0-9]|60)(?:[.,][0-9]+)?)))(?![0-9])).(?<a24>(?:[+-]?(?:[0-9]+))))\] (?<a25>\S+) (?<a26>\S+)/(?<a27>\S+) (?<a28>(?:[+-]?(?:[0-9]+)))/(?<a29>(?:[+-]?(?:[0-9]+)))/(?<a30>(?:[+-]?(?:[0-9]+)))/(?<a31>(?:[+-]?(?:[0-9]+)))/(?<a32>\S+) (?<a33>(?:[+-]?(?:[0-9]+))) (?<a34>\S+) (?<a35>.*?) (?<a36>.*?) (?<a37>\S+) (?<a38>(?:[+-]?(?:[0-9]+)))/(?<a39>(?:[+-]?(?:[0-9]+)))/(?<a40>(?:[+-]?(?:[0-9]+)))/(?<a41>(?:[+-]?(?:[0-9]+)))/(?<a42>\S+) (?<a43>(?:[+-]?(?:[0-9]+)))/(?<a44>(?:[+-]?(?:[0-9]+))) \{(?<a45>(?<a46>.*?))\} \{(?<a47>(?<a48>.*?))\} "(?<a49>\b\w+\b) (?<a50>(?<a51>(?:/[A-Za-z0-9$.+!*'(){},~:;=#%_-]*)+)(?:(?<a52>\?[A-Za-z0-9$.+!*'(){},~#%&/=:;_-]*))?) HTTP/(?<a53>(?:(?<a54>(?<![0-9.+-])(?>[+-]?(?:(?:[0-9]+(?:\.[0-9]+)?)|(?:\.[0-9]+))))))")

(?<a0>(?<a1>(?<a2>\b(?:Jan(?:uary)?|Feb(?:ruary)?|Mar(?:ch)?|Apr(?:il)?|May|Jun(?:e)?|Jul(?:y)?|Aug(?:ust)?|Sep(?:tember)?|Oct(?:ober)?|Nov(?:ember)?|Dec(?:ember)?)\b) +(?<a3>(?:(?:0[1-9])|(?:[12][0-9])|(?:3[01])|[1-9])) (?<a4>(?!<[0-9])(?<a5>(?:2[0123]|[01][0-9])):(?<a6>(?:[0-5][0-9]))(?::(?<a7>(?:(?:[0-5][0-9]|60)(?:[.,][0-9]+)?)))(?![0-9]))) (?<a8>(?:(?<a9>\b(?:[0-9A-Za-z][0-9A-Za-z-]{0,62})(?:\.(?:[0-9A-Za-z][0-9A-Za-z-]{0,62}))*(\.?|\b))|(?<a10>(?<![0-9])(?:(?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2}))(?![0-9])))) (?<a11>(?<a12>(?:[\w._/%-]+))(?:\[(?<a13>\b(?:[1-9][0-9]*)\b)\])?): (?<a14>(?<![0-9])(?:(?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2})[.](?:25[0-5]|2[0-4][0-9]|[0-1]?[0-9]{1,2}))(?![0-9])):(?<a15>(?:[+-]?(?:[0-9]+))) \[(?<a16>(?<a17>(?:(?:0[1-9])|(?:[12][0-9])|(?:3[01])|[1-9]))/(?<a18>\b(?:Jan(?:uary)?|Feb(?:ruary)?|Mar(?:ch)?|Apr(?:il)?|May|Jun(?:e)?|Jul(?:y)?|Aug(?:ust)?|Sep(?:tember)?|Oct(?:ober)?|Nov(?:ember)?|Dec(?:ember)?)\b)/(?<a19>[0-9]+):(?<a20>(?!<[0-9])(?<a21>(?:2[0123]|[01][0-9])):(?<a22>(?:[0-5][0-9]))(?::(?<a23>(?:(?:[0-5][0-9]|60)(?:[.,][0-9]+)?)))(?![0-9])).(?<a24>(?:[+-]?(?:[0-9]+))))\] (?<a25>\S+) (?<a26>\S+)/(?<a27>\S+) (?<a28>(?:[+-]?(?:[0-9]+)))/(?<a29>(?:[+-]?(?:[0-9]+)))/(?<a30>(?:[+-]?(?:[0-9]+)))/(?<a31>(?:[+-]?(?:[0-9]+)))/(?<a32>\S+) (?<a33>(?:[+-]?(?:[0-9]+))) (?<a34>\S+) (?<a35>.*?) (?<a36>.*?) (?<a37>\S+) (?<a38>(?:[+-]?(?:[0-9]+)))/(?<a39>(?:[+-]?(?:[0-9]+)))/(?<a40>(?:[+-]?(?:[0-9]+)))/(?<a41>(?:[+-]?(?:[0-9]+)))/(?<a42>\S+) (?<a43>(?:[+-]?(?:[0-9]+)))/(?<a44>(?:[+-]?(?:[0-9]+))) \{(?<a45>(?<a46>.*?))\} \{(?<a47>(?<a48>.*?))\} "(?<a49>\b\w+\b) (?<a50>(?<a51>(?:/[A-Za-z0-9$.+!*'(){},~:;=#%_-]*)+)(?:(?<a52>\?[A-Za-z0-9$.+!*'(){},~#%&/=:;_-]*))?) HTTP/(?<a53>(?:(?<a54>(?<![0-9.+-])(?>[+-]?(?:(?:[0-9]+(?:\.[0-9]+)?)|(?:\.[0-9]+))))))")

http://upload.wikimedia.org/wikipedia/commons/7/7f/Empty-frame.png

ELK @ CERN

-Ykb2j2ojYU

“CERN - Accelerating Science with Puppet - Tim Bell”

from PuppetConf 2012

thousands of events per second

- Gergo Horanyi @ CERN

“What we really liked about Kibana, that the application developers can create their own dashboards, and they can monitor their systems on their own, without any help from some other team”

- Gergo Horanyi @ CERN

“Kibana is well done, usable by non-experts.”

democratize your data

OpenStack elastic-recheck

“Use Elasticsearch to classify and track OpenStack gate failures"

Online Gaming

“Feels like Logstash is being slow”

http://upload.wikimedia.org/wikipedia/commons/5/56/India_Victor_Grigas_2011-13.jpg

Yep, that’s a bug!

http://en.wikipedia.org/wiki/Scutelleridae

This has a measured 6.3x perf improvement in grok filter performance.

Lots of success! Hurray!

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