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elas%csearch meetup #5 welcome, beer is in the fridge outside :-)

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Page 1: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

elas%csearchmeetup#5welcome,beerisinthefridgeoutside:-)

Page 2: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

human/botsta%s%cswithELKgetmoreoutofyouraccesslogs

Page 3: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

whatiselkanyway?theelkstack

3

Page 4: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

•elas%csearch(searching)• logstash(log“management")

• kibana(query,visualisa%on)

Whatiselkanyway?

4

Page 5: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

Whatiselkanyway?

5

log

machine 1

log

loglogstash

log

log

machine 2

log

elasticsearch

Page 6: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

whatweuseatJobCloudtheelkstack

6

Page 7: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

• running13websites(www.jobs.ch,www.jobup.ch,…)•migra%ngservicesfromalegacyenvironmenttonewinfrastructure

Ourcurrentsetup

7

Page 8: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

•newenvironmentbasedonlxccontainers

•42produc%oncontainers(app/search/cache/db/…)• similarsetupforstagingenvironment

• ahugeloadofdistributedlogfileseverywhere

Ourcurrentsetup

8

Page 9: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

Ourcurrentsetup

9

app01 app02 app03

logstash logstash logstash

redis01

logstash

elasticsearch

• severallogfilesources• logstashforwarderoneachnode•oneredisclusterforcatchinglogs•onelogstashtopushlogstoelas%csearch

Page 10: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

•5GBlogfilesperday• about15m“important”documentsperday

• “real%me”analysis

Ourcurrentsetup

10

Page 11: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

howwegatherdataatJobClouddata!data!data!

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Page 12: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

data!data!data!

12

gathering information enhancing information store information

Page 13: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

data!data!data!

13

• Jobcloud\TrackerBundle*writestoX-Custom-DataHTTPHeader

•HTTPHeaderiswriYentoaccesslog,alongwithsomeothers

•X-Custom-Datagetsremovedbyreverseproxy

*notopensourcedyet

Page 14: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

data!data!data!

14

Page 15: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

data!data!data!

15

Page 16: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

data!data!data!

16

•uselogstashfiltertoenhancethelogfileinforma%on

• logstash-filter-tordetect*:gathersinforma%onabouttornetworks

• logstash-filter-hitclassifica%on*:addsinforma%onabouttheuser(human,bot,headless)

*notopensourcedyet

Page 17: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

data!data!data!

17

• store4weeksofdatainproduc%on•moveeverythingelsetoAmazonS3

• runain-housekibanasetuptohandlelongtermrequests

• “measurestuff,evenifyoudon’tneeditrightnow”—itsmoreexpensivetonothavethisdata

*notopensourcedyet

Page 18: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

whatwedowithdataatJobClouddata!nowwhat?

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Page 19: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

• centralisedlogviewusingkibana•deeperunderstandingforopera%ons• insightsfordevelopment

•dashboardsforpmormarke%ng

data!nowwhat?

19

Page 20: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

•Whichkeywordwasusedtofindaspecificad?

•HowmanyusersviewedtheNovar%sjobads,reques%ngfromBasel?

•Whichbotsarethemostpainfulonsearch?

•Howodenwasanaddisplayed,andonwhichavg.posi%on?

data!nowwhat?

20

Page 21: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

•Demo

data!nowwhat?

21

Page 22: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

Wearehiring!:-)onemorething!

22

Page 23: elas%csearch meetup #5files.meetup.com/7646592/20150916-human-bot-statistics-with-elk.pdf · human/bot sta%s%cs with ELK get more out of your access logs. what is elk anyway? the

Thankyou!

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