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BUILDING A MODERN
MICROSERVICES
ARCHITECTURE @
QCON LONDON - 2015
YONI (JONATHAN) GOLDBERG
InfoQ.com: News & Community Site
• 750,000 unique visitors/month
• Published in 4 languages (English, Chinese, Japanese and Brazilian
Portuguese)
• Post content from our QCon conferences
• News 15-20 / week
• Articles 3-4 / week
• Presentations (videos) 12-15 / week
• Interviews 2-3 / week
• Books 1 / month
Watch the video with slide
synchronization on InfoQ.com!
http://www.infoq.com/presentations
/microservice-arch-gilt
Presented at QCon London
www.qconlondon.com
Purpose of QCon
- to empower software development by facilitating the spread of
knowledge and innovation
Strategy
- practitioner-driven conference designed for YOU: influencers of
change and innovation in your teams
- speakers and topics driving the evolution and innovation
- connecting and catalyzing the influencers and innovators
Highlights
- attended by more than 12,000 delegates since 2007
- held in 9 cities worldwide
- GiltDirect, Sale Personalization, Loyalty, SEO,
Post-purchase, Login/Registration
- MIT CS BS/Meng | Google | IBM | IDF
- Israel | Brooklyn | Coffee | JS/Node | Arduino | Running |
Kite Surfing | Poker
THREE TAKE AWAYS
FROM GILT'S STORY
Which problems will be solved?
Which challenges will you face?
Is it the right choice for you?
Flash Sales Business
Founded in 2007
Top 50 Internet-Retailer
~150 Engineers
WHAT IS GILT?
ANOTHER WAY TO LOOK AT
GILT
THE CLASSIC STARTUP
STORY
THE EARLY DAYS
2007 - Ruby on Rails
the hottest new thing
The goal was to get to market fast
WE WERE ABLE TO HANDLE OUR
TRAFFIC PRETTY WELL
UNTIL LOUBOUTIN CAME TO
GILT
TECHNOLOGY PAIN POINTS -
2009
Spike required to launch 1,000s of ruby processes
Postgres was overloaded
Routing traffic between ruby processes sucked
DEV PAIN POINTS
1000 Models/Controllers, 200K LOC, 100s of jobs
Lots of contributors + no ownership
Difficult deployments with long integration cycles
Hard to identify root causes
WE NEEDED TO SOLVE
THE PROBLEM FAST
THREE THINGS HAPPENED
Started the transition to the JVM
M(a/i)cro-Service Era Started
Dedicated data stores
WHY JVM?
Widely adopted
Stable
Better support for concurrency
Better GC vs MRI
FIRST 10 SERVICES
WE SOLVED 90% OF OUR SCALING
PROBLEMS
BUT NOT THE DEVELOPERS PAIN
POINTS
SOLVED PAIN POINTS
Spike required to launch 1,000s of ruby processes
Postgres was overloaded
Routing traffic between ruby processes sucked
STILL OPEN PAIN POINTS
New services became semi-monolithic
1000 Models/Controllers, 200K LOC, 100s of jobs
Lots of contributors + no ownership
Difficult deployments with long integration cycles
WHY WE DOUBLED DOWN ON
MICRO-SERVICES
Empower teams and ownership
Smaller scope
Simpler and Easier deployments and rollbacks
WE BEGAN THE TRANSITION TO
SCALA AND PLAY
LOSA - LOTS OF SMALL (WEB) APPS
[SAME AS MICRO-SERVICES BUT FOR WEB-APPS]
AS OF LAST WEEK WE HAVE AROUND
300 SERVICES IN PROD
WHY THE INCREASE?
APP BOOTSTRAP
rake bootstrap:admin-web # Bootstrap a admin-web service
rake bootstrap:client-server-core # Bootstrap a client-server-core service
rake bootstrap:play # Bootstrap a play service
rake bootstrap:play-ui-build # Bootstrap a play-ui-build service
rake bootstrap:sbt-library # Bootstrap a sbt-library service
rake bootstrap:schema # Bootstrap a schema service
DEMO
HOW TO DEFINE A
MICROSERVICE?
FUNCTIONALITY SCOPE
NUMBER OF DEVS INVOLVED
"A SERVICE-ORIENTED ARCHITECTURE
COMPOSED OF LOOSELY COUPLED
ELEMENTS THAT HAVE BOUNDED
CONTEXTS"
- ADRIAN COCKCROFT
CURRENT CHALLENGES
Deployments and Testing (Functional/Integration)
Dev/Integration Environments
Service Discoverability
Who owns this service!?
Monitoring
MICRO SERVICE
DEPLOYMENT V3
CHALLENGES THAT WERE
SOLVED IN V2:
Frustrating to deploy semi-manually (Capistrano)
Scary to deploy other teams services
Hard to execute functional tests between services
SBT
Motivation: Scala adoption
Complex Scala syntax
Cool features: ~test, shell, console
Hard to debug
GILT-SBT-BUILD
Simple config for all the services
Pulls many plugins:
[nexus, testing, RPMs, run scripts, Monitoring, SemVer, ...]
Custom commands (e.g 'sbt release')
ION-CANNON + SBT
Run tests on dedicated Env
Dark canary releases
Easy rollbacks
Integrated health checks
DATA CENTER
LIMITATIONS
&&
MORE TECHNOLOGY
OWNERSHIP
IMMUTABLE
INFRASTRUCTURE
V3
Per department AWS account and budget
Longer deploys [New instances / CNAME swaps]
Each team has AWS expertise
API LOVE
WELL DEFINED REST APIS SOLVE
DISCOVERABILITY, DOCUMENTATION
AND INNER ADOPTION
APIS @ GILT
and
Describe the API in simple json
Auto generates versioned docs, routes and clients
Per team - API design committee
www.apidoc.me Swagger.io
DEPENDENCY FUN [DEMO]
"MID-TIER MICRO-SERVICE"
BIGGEST PERFORMANCE CHALLENGE
NETWORK IO
ON DEV/INTEGRATION ENVIRONMENTS
The hardware is not strong enough
No one wants to compile 20 services
Service Dependencies
EACH TEAM HAS A STAGING
ENV
SERVICE_PORTS=[
4001, #listing-service
8235, #svc-user-set
9420, #svc-free-fall
7895, #svc-Loyalty
8155, #web-loyalty
9410, #web inventory status
7898, #admin-loyalty
7899, #notification
7102, #rouge
9530, #svc-component
6802, #svc-waitlist-submit
4066, #svc-action-sale
....
PORT_FORWARD_ARGS=SERVICE_PORTS.map { |port|
['-L', "#{port}:localhost:#{port}"]
STAGING DIFFICULTIES:
Hard to keep all the services up to date
Maxed our staging env capacities
Shared data across legacy apps
WITH OUR MIGRATION TO AWS
[TEAM RESPONSIBILITY]
A pool of integration instances and dbs
Develop with prod instances [Not a fan]
ON OWNERSHIP
"code stays much longer than people" - SB
CODE OWNERSHIP
CURRENT APPROACH
Code Review!Code Review!Code Review!
Team owns services, not individual developers
Ownership transfer
DATA OWNERSHIP
WE TRANSITIONED TO
MICRO-DBS
MICROSERVICES NEEDS THEIR OWN
MONGODB | POSTGRES | RDS |
VOLDEMORT
MANAGE MICRO-RELATIONAL
DBS
SCHEMA EVOLUTION
MANAGER
https://github.com/gilt/schema-evolution-manager
PRINCIPLES OF
SCHEMA EVOLUTION
MANAGER
Independent from the service code
Manages the schema evolutions in a Git repo
Schema changes are deployed as tar flies
No rollbacks
Schema changes are required to be incremental
ON MONITORING
THE TOOLS WE USE
GRAPHITE / OPENTSDB
BUT IT WASN'T ENOUGH
CAVE
HTTP://CAVELLC.GITHUB.IO
CONTINUOUS | AUDIT | VAULT |
ENTERPRISE
ALERT EXAMPLES [SCALA]
orders [shipTo: US].sum.5m < 1000
response-time [svc: svc-team, env: prod].p999 > 1000
SUMMARY
WHAT'S NEXT ?
BUILD YOUR NEXT FEATURE
IN A NEW SERVICE
@yoni_goldberg
jgoldberg@gilt.com
QUESTION TIME
www.yonigoldberg.com
Watch the video with slide
synchronization on InfoQ.com!
http://www.infoq.com/presentations/
microservice-arch-gilt

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