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The Seven (More) DEADLY SINS OF Microservices
Daniel Bryant
@danielbryantuk
OpencRedo / Spectolabs
Previously, AT Devoxx UK & QCON NYC 2015...
27/09/2016 @danielbryantuk
https://www.infoq.com/presentations/7-sins-microservices
The Seven (more) Deadly Sins of Microservices
1. LUST - Using the (Unevaluated) latest and greatest tech…
2. GLUTTONY - Communication lock-in
3. GREED - What'S Mine is mine (within the organisation)…
4. SLOTH - Getting lazy with NFRs
5. WRATH - Blowing up when bad things happen
6. ENVY - The shared single domain (and data store) fallacy
7. PRIDE - testing in the world of transience
27/09/2016 @danielbryantuk
@danielbryantuk
• Chief Scientist at OpenCredo, CTO at SpectoLabs
ü Transforming organisations through technology and teams
ü Agile, Lean, Architecture, CI/CD, DevOps
ü Microservices, cloud, Containers, Java, Go, Docker, Kubernetes
• London Java Community Associate
• Adopt OpenJDK and JSR
• InfoQ Editor, DZone MVB, VOXXED, O'Reilly
27/09/2016 @danielbryantuk
So, What is a microservice?
“Loosely coupled service oriented architecture
with bounded contexts”
Adrian Cockcroft
“Applications that fit in your head”
James Lewis
27/09/2016 @danielbryantuk
The evolution of microservices
27/09/2016 @danielbryantuk
www.youtube.com/watch?v=qYDXEicZDqA
1. Lust - Using THE LATEST and Greatest Tech…
27/09/2016 @danielbryantuk
New technology is great... Until it isn'T
27/09/2016 @danielbryantuk
developers with new tech be like
F*cking new technology...
Credit to Michael Hausenblas
This	has	been	me	
many	times!
Evaluation - are Microservices A good fit?
• Not understanding principles (Cargo-culting)
– Not built around business Functionality
– Mini-monoliths (no twelve factors)
• “our 'mode TWO' apps are Microservices”
– No transformation / migration plan
– SOE evolution limited by SOR
– Lipstick on the pig
• No Well-defined DevOps / SRE / Ops
– Deployment/ops free-for-all
27/09/2016 @danielbryantuk
27/09/2016 @danielbryantuk
https://www.infoq.com/presentations/cloud-native-antipatterns
Evaluation - Fitness functions
• Microservices as an Evolutionary Architecture
– Neal Ford and Rebecca Parsons
• Great for evaluation and documentation
– Platforms / Language
– Middleware
– Data stores
27/09/2016 @danielbryantuk
Evaluation - The’Spine Model
• Effective conversations make for effective
collaboration
• It's a TOOL Problem
– As a species, we have always been Tool users
and makers.
– We use _____ to get our work done
• People get stuck in a dilemma where equally
plausible options are available
• “Going up the Spine” breaks deadlock http://spinemodel.info/explanation/introduction/
Determine the need for the tool
• PRACTICES before Tools
– Decide on the Practices that the tools are there to support
– We do _____ to create value
• PRINCIPLES before Practices
– Decide on the Principles to measure those Practices against.
– We leverage _____ to change the system
• VALUES before Principles
– Make as explicit as possible the Values at play in the system.
– We optimise for _____
• NEEDS before Values
– It all starts at Needs. Why does this system exist in the first
place?
– We are here to satisfy _____
http://spinemodel.info/explanation/introduction/
Evaluation - It'S easy to be tricked
27/09/2016 @danielbryantuk
Evaluation - beware of bias and heuristics
27/09/2016 @danielbryantuk
2. GLUTTONY - Communication lock-in
27/09/2016 @danielbryantuk
Rpc - not the devil in disguise
• Don'T rule out RPC (e.g. grpc)
– Sometimes the contract (and speed) are beneficial
– Human readability of JSON is over-rated
• Stick to rest (JSON over HTTPS) on the front-end
– Principle of least surprise
– Best support in Javascript/mobile
27/09/2016 @danielbryantuk
The ESB is dead - long live the esb!
27/09/2016 @danielbryantuk
The ESB is dead - long live the esb!
27/09/2016 @danielbryantuk
The ESB is dead - long live the esb!
27/09/2016 @danielbryantuk
• Is this an ESB?
• Or an API gateway?
The ESB is dead - long live the API Gateway!
27/09/2016 @danielbryantuk
• Watch for the API Gateway morphing
into an Enterprise service bus
– Loose coupling is vital
• But let me be clear...
– The API Gateway pattern is awesome
– Centralise cross-cutting concerns
– Prevent wheel-reinvention (plugins)
– Check out kong, apigee, AWS API Gateway,
Mulesoft etc
ESB != Event Bus
27/09/2016 @danielbryantuk
www.infoq.com/news/2016/02/not-just-microservices www.youtube.com/watch?v=0pfghZxlFSg
3. GREED - What'S mine is mine... (within the organisation)…
27/09/2016 @danielbryantuk
Previously...
• Conway'S Law
• Microservices are about people, as much as they are tech
• Get your business ready
27/09/2016 @danielbryantuk
We hear this a lot...
“We’ve decided to reform our teams around squads, chapters and guilds”
• Beware of cargo-culting
– Repeat three times “We are not spotify”
• Understand the practices, principles, values etc
27/09/2016 @danielbryantuk
Empathy - The Hidden ingredient in Good software development
27/09/2016 @danielbryantuk
www.ustream.tv/recorded/86154111
4. SLOTH - Getting Lazy with NFRs
27/09/2016 @danielbryantuk
Getting lazy with non-Functional Requirements
“The driving technical requirements for a system should be identified early
to ensure they are properly handled in subsequent design”
Aidan Casey
Guiding principles for evolutionary architecture
27/09/2016 @danielbryantuk
Getting lazy with non-Functional Requirements
• The 'ilities' Can be (often) be an afterthought
– Availability, Scalability, auditability, testability etc
• Agile/Lean: Delay decisions to the ‘last responsible moment’
– NewsFlash - Sometimes this is up-front
• It can be costly (or prohibitive) to adapt late in the project
– Microservices don'T make this easier (sometimes more difficult)
27/09/2016 @danielbryantuk
Getting lazy with NFRs - security
27/09/2016 @danielbryantuk
www.slideshare.net/spnewman/appsec-microservices-velocity-2016 www.infoq.com/news/2016/08/secure-docker-microservices
Testing NFRs in the build pipeline
• Performance and Load testing
– Gatling / jmeter
– Flood.io
• Security testing
– Findsecbugs / OWASP Dependency check
– Bdd-security (OWASP ZAP) / Arachni
– Gauntlt / Serverspec
– Docker Bench for Security / AQUA
27/09/2016 @danielbryantuk
5. WRATH - Blowing up when bad things happen
27/09/2016 @danielbryantuk
Previously - Bring in Michael Nygard (Or some monkeys)
27/09/2016 @danielbryantuk
Technical Pain point - Distributed transactions
• Don't
– (where possible)
– Push transactional scope into single service
• Supervisor/Process Manager
– E.g. Erlang OTP, Akka, EIP
• SAGA pattern
– Workflows providing a path (fork) of
compensating actions
27/09/2016 @OpenCredo
People Pain point - How does Devops fit into this?
• http://web.devopstopologies.com/
• @	matthewpskelton
• @beerops and @sigje
• Google SRE
27/09/2016 @danielbryantuk
Devops - the 'fullstack engineer' myth
“I'M sorry, but if you'RE not designing the computer chips and
writing the website, then I don'T wanna hear from you”
Charity Majors (@mipsytipsy), CraftConf 2016
http://www.ustream.tv/recorded/86181845
27/09/2016 @danielbryantuk
Devops - define responsibilities
• Do you really want to build an
entire microservices platform?
• Focus on what matters
– Ci/CD
– Mechanical sympathy
– Logging
– Monitoring
27/09/2016 @danielbryantuk
6. ENVY - The shared SINGLE domain (and Data Store) fallacy
27/09/2016 @danielbryantuk
Previously - One Model to Rule Them All...
• One model…
– Breaks encapsulation
– Introduces coupling
• Know your DDD
– Entities
– Value Objects
– Aggregates and Roots
27/09/2016 @danielbryantuk
Context mapping (static) & event storming (dynamic)
27/09/2016 @danielbryantuk	|	@spoole167 40
www.infoq.com/articles/ddd-contextmapping
ziobrando.blogspot.co.uk/2013/11/introducing-event-storming.html
Choose (and use) data stores appropriately
• RDBMS
– Valuable for structured data
• Cassandra is Awesome
– but don'T treat it like an RDBMS!
• Don'T build a graph with RDBMS
– Use neo4j, Titan etc
• Datagrids e.g. Hazelcast
– Caching, distributed processing
27/09/2016 @danielbryantuk
7. PRIDE - testing in the world of transience
27/09/2016 @danielbryantuk
Previously...
• Local verification
– Consumer-Driven contracts
• End-to-end
– BDD-style critical path
• Remember the test pyramid
27/09/2016 @danielbryantuk
martinfowler.com/articles/microservice-testing/
Service virtualisation / API simulation
• Virtualise request/response of services
– Unavailable
– Expensive to run
– Fragile/brittle
– Non-deterministic
– Cannot simulate failures
https://dzone.com/articles/continuously-delivering-soa
27/09/2016 @danielbryantuk
Service virtualisation
• Classics
– CA service virtualization
– Parasoft virtualize
– HPE service virtualization
– IBM Test Virtualization server
• New kids on the block
– Hoverfly
– Wiremock
– VCR/Betamax
– Mountebank
– mirage
27/09/2016 @danielbryantuk
Hoverfly
• Lightweight Service virtualisation
– Open source (Apache 2.0)
– Go-based / single binary
– Written by @Spectolabs
• Flexible API simulation
– HTTP / HTTPS
– More Protocols to follow?
27/09/2016 @danielbryantuk
27/09/2016 @danielbryantuk
• Middleware
• Remove	PII
• Rate	limit
• Add	headers
• Middleware
• Fault	injection
• Chaos	monkey
27/09/2016 @danielbryantuk
Hoverfly JUnit rule
27/09/2016 @danielbryantuk
Right, Let'S Wrap this up...
(But before we do, some Javaone bonus content)
27/09/2016 @danielbryantuk
Reactive microservices / Spring Cloud Contract
27/09/2016 @danielbryantuk
http://www.slideshare.net/richardhightower/highspeed-reactive-
microservices
http://toomuchcoding.com/blog/categories/spring-cloud-contract/
@MGrzejszczak
Microprofile / Terabytes in microseconds
27/09/2016 @danielbryantuk
27/09/2016 @danielbryantuk
Right, Let'S Wrap this up...
27/09/2016 @danielbryantuk
The Seven (more) Deadly Sins of Microservices
1. LUST - Using the (Unevaluated) latest and greatest tech…
2. GLUTTONY - Communication lock-in
3. GREED - What'S Mine is mine (within the organisation)…
4. SLOTH - Getting lazy with NFRs
5. WRATH - Blowing up when bad things happen (txns and ops)
6. ENVY - The shared single domain (and data store) fallacy
7. PRIDE - testing in the world of transience
27/09/2016 @danielbryantuk
The Seven (more) Deadly Sins of Microservices
1. LUST - Using the (Unevaluated) latest and greatest tech…
2. GLUTTONY - Communication Lock-in
3. GREED - What'S Mine is mine (within the organisation)…
4. SLOTH - Getting lazy with NFRs
5. WRATH - Blowing up when bad things happen (txns and ops)
6. ENVY - The shared single domain (and data store) fallacy
7. PRIDE - testing in the world of transience
27/09/2016 @danielbryantuk
Bedtime reading
27/09/2016 @danielbryantuk
THANKS...
@danielbryantuk
daniel.bryant@opencredo.com
http://muservicesweekly.com/
(Credit to Tareq Abedrabbo for inspiration/guidance)
27/09/2016 @danielbryantuk

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vJUG24 2016 "Seven (More) Deadly Sins of Microservice"

  • 1. The Seven (More) DEADLY SINS OF Microservices Daniel Bryant @danielbryantuk OpencRedo / Spectolabs
  • 2. Previously, AT Devoxx UK & QCON NYC 2015... 27/09/2016 @danielbryantuk https://www.infoq.com/presentations/7-sins-microservices
  • 3. The Seven (more) Deadly Sins of Microservices 1. LUST - Using the (Unevaluated) latest and greatest tech… 2. GLUTTONY - Communication lock-in 3. GREED - What'S Mine is mine (within the organisation)… 4. SLOTH - Getting lazy with NFRs 5. WRATH - Blowing up when bad things happen 6. ENVY - The shared single domain (and data store) fallacy 7. PRIDE - testing in the world of transience 27/09/2016 @danielbryantuk
  • 4. @danielbryantuk • Chief Scientist at OpenCredo, CTO at SpectoLabs ü Transforming organisations through technology and teams ü Agile, Lean, Architecture, CI/CD, DevOps ü Microservices, cloud, Containers, Java, Go, Docker, Kubernetes • London Java Community Associate • Adopt OpenJDK and JSR • InfoQ Editor, DZone MVB, VOXXED, O'Reilly 27/09/2016 @danielbryantuk
  • 5. So, What is a microservice? “Loosely coupled service oriented architecture with bounded contexts” Adrian Cockcroft “Applications that fit in your head” James Lewis 27/09/2016 @danielbryantuk
  • 6. The evolution of microservices 27/09/2016 @danielbryantuk www.youtube.com/watch?v=qYDXEicZDqA
  • 7. 1. Lust - Using THE LATEST and Greatest Tech… 27/09/2016 @danielbryantuk
  • 8. New technology is great... Until it isn'T 27/09/2016 @danielbryantuk developers with new tech be like F*cking new technology... Credit to Michael Hausenblas This has been me many times!
  • 9. Evaluation - are Microservices A good fit? • Not understanding principles (Cargo-culting) – Not built around business Functionality – Mini-monoliths (no twelve factors) • “our 'mode TWO' apps are Microservices” – No transformation / migration plan – SOE evolution limited by SOR – Lipstick on the pig • No Well-defined DevOps / SRE / Ops – Deployment/ops free-for-all 27/09/2016 @danielbryantuk
  • 11. Evaluation - Fitness functions • Microservices as an Evolutionary Architecture – Neal Ford and Rebecca Parsons • Great for evaluation and documentation – Platforms / Language – Middleware – Data stores 27/09/2016 @danielbryantuk
  • 12. Evaluation - The’Spine Model • Effective conversations make for effective collaboration • It's a TOOL Problem – As a species, we have always been Tool users and makers. – We use _____ to get our work done • People get stuck in a dilemma where equally plausible options are available • “Going up the Spine” breaks deadlock http://spinemodel.info/explanation/introduction/
  • 13. Determine the need for the tool • PRACTICES before Tools – Decide on the Practices that the tools are there to support – We do _____ to create value • PRINCIPLES before Practices – Decide on the Principles to measure those Practices against. – We leverage _____ to change the system • VALUES before Principles – Make as explicit as possible the Values at play in the system. – We optimise for _____ • NEEDS before Values – It all starts at Needs. Why does this system exist in the first place? – We are here to satisfy _____ http://spinemodel.info/explanation/introduction/
  • 14. Evaluation - It'S easy to be tricked 27/09/2016 @danielbryantuk
  • 15. Evaluation - beware of bias and heuristics 27/09/2016 @danielbryantuk
  • 16. 2. GLUTTONY - Communication lock-in 27/09/2016 @danielbryantuk
  • 17. Rpc - not the devil in disguise • Don'T rule out RPC (e.g. grpc) – Sometimes the contract (and speed) are beneficial – Human readability of JSON is over-rated • Stick to rest (JSON over HTTPS) on the front-end – Principle of least surprise – Best support in Javascript/mobile 27/09/2016 @danielbryantuk
  • 18. The ESB is dead - long live the esb! 27/09/2016 @danielbryantuk
  • 19. The ESB is dead - long live the esb! 27/09/2016 @danielbryantuk
  • 20. The ESB is dead - long live the esb! 27/09/2016 @danielbryantuk • Is this an ESB? • Or an API gateway?
  • 21. The ESB is dead - long live the API Gateway! 27/09/2016 @danielbryantuk • Watch for the API Gateway morphing into an Enterprise service bus – Loose coupling is vital • But let me be clear... – The API Gateway pattern is awesome – Centralise cross-cutting concerns – Prevent wheel-reinvention (plugins) – Check out kong, apigee, AWS API Gateway, Mulesoft etc
  • 22. ESB != Event Bus 27/09/2016 @danielbryantuk www.infoq.com/news/2016/02/not-just-microservices www.youtube.com/watch?v=0pfghZxlFSg
  • 23. 3. GREED - What'S mine is mine... (within the organisation)… 27/09/2016 @danielbryantuk
  • 24. Previously... • Conway'S Law • Microservices are about people, as much as they are tech • Get your business ready 27/09/2016 @danielbryantuk
  • 25. We hear this a lot... “We’ve decided to reform our teams around squads, chapters and guilds” • Beware of cargo-culting – Repeat three times “We are not spotify” • Understand the practices, principles, values etc 27/09/2016 @danielbryantuk
  • 26. Empathy - The Hidden ingredient in Good software development 27/09/2016 @danielbryantuk www.ustream.tv/recorded/86154111
  • 27. 4. SLOTH - Getting Lazy with NFRs 27/09/2016 @danielbryantuk
  • 28. Getting lazy with non-Functional Requirements “The driving technical requirements for a system should be identified early to ensure they are properly handled in subsequent design” Aidan Casey Guiding principles for evolutionary architecture 27/09/2016 @danielbryantuk
  • 29. Getting lazy with non-Functional Requirements • The 'ilities' Can be (often) be an afterthought – Availability, Scalability, auditability, testability etc • Agile/Lean: Delay decisions to the ‘last responsible moment’ – NewsFlash - Sometimes this is up-front • It can be costly (or prohibitive) to adapt late in the project – Microservices don'T make this easier (sometimes more difficult) 27/09/2016 @danielbryantuk
  • 30. Getting lazy with NFRs - security 27/09/2016 @danielbryantuk www.slideshare.net/spnewman/appsec-microservices-velocity-2016 www.infoq.com/news/2016/08/secure-docker-microservices
  • 31. Testing NFRs in the build pipeline • Performance and Load testing – Gatling / jmeter – Flood.io • Security testing – Findsecbugs / OWASP Dependency check – Bdd-security (OWASP ZAP) / Arachni – Gauntlt / Serverspec – Docker Bench for Security / AQUA 27/09/2016 @danielbryantuk
  • 32. 5. WRATH - Blowing up when bad things happen 27/09/2016 @danielbryantuk
  • 33. Previously - Bring in Michael Nygard (Or some monkeys) 27/09/2016 @danielbryantuk
  • 34. Technical Pain point - Distributed transactions • Don't – (where possible) – Push transactional scope into single service • Supervisor/Process Manager – E.g. Erlang OTP, Akka, EIP • SAGA pattern – Workflows providing a path (fork) of compensating actions 27/09/2016 @OpenCredo
  • 35. People Pain point - How does Devops fit into this? • http://web.devopstopologies.com/ • @ matthewpskelton • @beerops and @sigje • Google SRE 27/09/2016 @danielbryantuk
  • 36. Devops - the 'fullstack engineer' myth “I'M sorry, but if you'RE not designing the computer chips and writing the website, then I don'T wanna hear from you” Charity Majors (@mipsytipsy), CraftConf 2016 http://www.ustream.tv/recorded/86181845 27/09/2016 @danielbryantuk
  • 37. Devops - define responsibilities • Do you really want to build an entire microservices platform? • Focus on what matters – Ci/CD – Mechanical sympathy – Logging – Monitoring 27/09/2016 @danielbryantuk
  • 38. 6. ENVY - The shared SINGLE domain (and Data Store) fallacy 27/09/2016 @danielbryantuk
  • 39. Previously - One Model to Rule Them All... • One model… – Breaks encapsulation – Introduces coupling • Know your DDD – Entities – Value Objects – Aggregates and Roots 27/09/2016 @danielbryantuk
  • 40. Context mapping (static) & event storming (dynamic) 27/09/2016 @danielbryantuk | @spoole167 40 www.infoq.com/articles/ddd-contextmapping ziobrando.blogspot.co.uk/2013/11/introducing-event-storming.html
  • 41. Choose (and use) data stores appropriately • RDBMS – Valuable for structured data • Cassandra is Awesome – but don'T treat it like an RDBMS! • Don'T build a graph with RDBMS – Use neo4j, Titan etc • Datagrids e.g. Hazelcast – Caching, distributed processing 27/09/2016 @danielbryantuk
  • 42. 7. PRIDE - testing in the world of transience 27/09/2016 @danielbryantuk
  • 43. Previously... • Local verification – Consumer-Driven contracts • End-to-end – BDD-style critical path • Remember the test pyramid 27/09/2016 @danielbryantuk martinfowler.com/articles/microservice-testing/
  • 44. Service virtualisation / API simulation • Virtualise request/response of services – Unavailable – Expensive to run – Fragile/brittle – Non-deterministic – Cannot simulate failures https://dzone.com/articles/continuously-delivering-soa 27/09/2016 @danielbryantuk
  • 45. Service virtualisation • Classics – CA service virtualization – Parasoft virtualize – HPE service virtualization – IBM Test Virtualization server • New kids on the block – Hoverfly – Wiremock – VCR/Betamax – Mountebank – mirage 27/09/2016 @danielbryantuk
  • 46. Hoverfly • Lightweight Service virtualisation – Open source (Apache 2.0) – Go-based / single binary – Written by @Spectolabs • Flexible API simulation – HTTP / HTTPS – More Protocols to follow? 27/09/2016 @danielbryantuk
  • 47. 27/09/2016 @danielbryantuk • Middleware • Remove PII • Rate limit • Add headers • Middleware • Fault injection • Chaos monkey
  • 50. Right, Let'S Wrap this up... (But before we do, some Javaone bonus content) 27/09/2016 @danielbryantuk
  • 51. Reactive microservices / Spring Cloud Contract 27/09/2016 @danielbryantuk http://www.slideshare.net/richardhightower/highspeed-reactive- microservices http://toomuchcoding.com/blog/categories/spring-cloud-contract/ @MGrzejszczak
  • 52. Microprofile / Terabytes in microseconds 27/09/2016 @danielbryantuk
  • 54. Right, Let'S Wrap this up... 27/09/2016 @danielbryantuk
  • 55. The Seven (more) Deadly Sins of Microservices 1. LUST - Using the (Unevaluated) latest and greatest tech… 2. GLUTTONY - Communication lock-in 3. GREED - What'S Mine is mine (within the organisation)… 4. SLOTH - Getting lazy with NFRs 5. WRATH - Blowing up when bad things happen (txns and ops) 6. ENVY - The shared single domain (and data store) fallacy 7. PRIDE - testing in the world of transience 27/09/2016 @danielbryantuk
  • 56. The Seven (more) Deadly Sins of Microservices 1. LUST - Using the (Unevaluated) latest and greatest tech… 2. GLUTTONY - Communication Lock-in 3. GREED - What'S Mine is mine (within the organisation)… 4. SLOTH - Getting lazy with NFRs 5. WRATH - Blowing up when bad things happen (txns and ops) 6. ENVY - The shared single domain (and data store) fallacy 7. PRIDE - testing in the world of transience 27/09/2016 @danielbryantuk
  • 58. THANKS... @danielbryantuk daniel.bryant@opencredo.com http://muservicesweekly.com/ (Credit to Tareq Abedrabbo for inspiration/guidance) 27/09/2016 @danielbryantuk