mucon 2016: "seven (more) deadly sins of microservices"

52
The Seven (More) DEADLY SINS OF Microservices Daniel Bryant @danielbryantuk OpencRedo / Spectolabs

Upload: daniel-bryant

Post on 15-Apr-2017

462 views

Category:

Technology


0 download

TRANSCRIPT

Page 1: muCon 2016: "Seven (More) Deadly Sins of Microservices"

The Seven (More) DEADLY SINS OF Microservices

Daniel Bryant

@danielbryantuk

OpencRedo / Spectolabs

Page 2: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Previously, AT Devoxx UK & QCON NYC 2015...

07/11/2016 @danielbryantukhttps://www.infoq.com/presentations/7-sins-microservices

Page 3: muCon 2016: "Seven (More) Deadly Sins of 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

07/11/2016 @danielbryantuk

Page 4: muCon 2016: "Seven (More) Deadly Sins of Microservices"

@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

07/11/2016 @danielbryantuk

Page 5: muCon 2016: "Seven (More) Deadly Sins of Microservices"

1. Lust - Using THE LATEST and Greatest Tech…07/11/2016 @danielbryantuk

Page 6: muCon 2016: "Seven (More) Deadly Sins of Microservices"

New technology is great... Until it isn'T

07/11/2016 @danielbryantuk

developers with new tech be like

F**king new technology...

Credit to Michael Hausenblas

Thishasbeenmemanytimes!

Page 7: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Evaluation is a key skill...

07/11/2016 @danielbryantuk

Page 8: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Evaluation - are Microservices A good fit?• “our 'mode TWO' apps are Microservices”

– Middle-management latch on to Buzzword

– New app evolution limited by existing system

– Lipstick on the pig

• Not understanding architecture principles– Not building around business Functionality

– Creating Mini-monoliths (no twelve factors)

• No Well-defined DevOps / SRE / Ops– Deployment/ops free-for-all

07/11/2016 @danielbryantuk

Page 9: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Evaluation of tech - 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 deadlockhttp://spinemodel.info/explanation/introduction/

Page 10: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Evaluation of tech - Fitness functions

• Great for evaluation and documentation

– Platforms / Language

– Middleware

– Data stores

• Microservices as an Evolutionary Architecture

– Neal Ford and Rebecca Parsons

07/11/2016 @danielbryantuk

Page 11: muCon 2016: "Seven (More) Deadly Sins of Microservices"

AN example: To containerise, or not to containerise?

(dockaH, dockah, dockah... Dockah?)

07/11/2016 @danielbryantuk

Page 12: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Strategy #fail

07/11/2016 @danielbryantuk

Page 13: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Architecture/ops: Expectations versus reality

07/11/2016 @danielbryantuk

“DevOps”

Page 14: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Choices: Beware of Confirmation bias

07/11/2016 @danielbryantukhttps://thehftguy.wordpress.com/2016/11/01/docker-in-production-an-history-of-failure/ http://patrobinson.github.io/2016/11/05/docker-in-production/

Page 15: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Evaluation - It'S easy to be tricked

07/11/2016 @danielbryantuk

Page 16: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Evaluation - beware of bias and heuristics

07/11/2016 @danielbryantuk

Page 17: muCon 2016: "Seven (More) Deadly Sins of Microservices"

2. GLUTTONY - Communication lock-in07/11/2016 @danielbryantuk

Page 18: muCon 2016: "Seven (More) Deadly Sins of Microservices"

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 can be over-rated

• Sometime events are better– Asynchronous (AP vs CP)

– durable message queues can provide interesting benefits

– Unlearn acid principles - No one size fits all

07/11/2016 @danielbryantuk

Page 19: muCon 2016: "Seven (More) Deadly Sins of Microservices"

The ESB is dead - long live the esb!

07/11/2016 @danielbryantuk

Page 20: muCon 2016: "Seven (More) Deadly Sins of Microservices"

The ESB is dead - long live the esb!

07/11/2016 @danielbryantuk

Page 21: muCon 2016: "Seven (More) Deadly Sins of Microservices"

The ESB is dead - long live the esb!

07/11/2016 @danielbryantuk

• Is this an ESB?

• Or an API gateway?

Page 22: muCon 2016: "Seven (More) Deadly Sins of Microservices"

The ESB is dead - long live the API Gateway!

07/11/2016 @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, Mulesoft etc

Page 23: muCon 2016: "Seven (More) Deadly Sins of Microservices"

3. GREED - What'S mine is mine... (within the organisation)…

07/11/2016 @danielbryantuk

Page 24: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Previously...

• Conway'S Law

• Microservices are about people, as much as they are tech

– Maybe more

– Particularly in a migration / transformation

07/11/2016 @danielbryantuk

Page 25: muCon 2016: "Seven (More) Deadly Sins of Microservices"

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

07/11/2016 @danielbryantuk

Page 26: muCon 2016: "Seven (More) Deadly Sins of Microservices"

4. SLOTH - Getting Lazy with NFRs07/11/2016 @danielbryantuk

Page 27: muCon 2016: "Seven (More) Deadly Sins of Microservices"

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

07/11/2016 @danielbryantuk

Page 28: muCon 2016: "Seven (More) Deadly Sins of Microservices"

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)

07/11/2016 @danielbryantuk

Page 29: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Getting lazy with NFRs - security

07/11/2016 @danielbryantuk

www.slideshare.net/spnewman/appsec-microservices-velocity-2016 www.infoq.com/news/2016/08/secure-docker-microservices

Page 30: muCon 2016: "Seven (More) Deadly Sins of 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 / Clair

07/11/2016 @danielbryantuk

Page 31: muCon 2016: "Seven (More) Deadly Sins of Microservices"

5. WRATH - Blowing up when bad things happen 07/11/2016 @danielbryantuk

Page 32: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Previously - Bring in Michael Nygard (Or some monkeys)

07/11/2016 @danielbryantuk

Page 33: muCon 2016: "Seven (More) Deadly Sins of Microservices"

When bad things happen, people are always involved

07/11/2016 @danielbryantuk|@oakinger

Page 34: muCon 2016: "Seven (More) Deadly Sins of Microservices"

People Pain point - How does Devops fit into this?

• http://web.devopstopologies.com/

• @matthewpskelton

• @beerops and @sigje

• Google SRE

07/11/2016 @danielbryantuk

Page 35: muCon 2016: "Seven (More) Deadly Sins of Microservices"

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

07/11/2016 @danielbryantuk

Page 36: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Devops - define responsibilities

• Do you really want to build an entire microservices platform?

• Focus on what matters

– Ci/CD

– Mechanical sympathy

– Logging

– Monitoring

07/11/2016 @danielbryantuk

Page 37: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Worth considering: Open source PaaS

07/11/2016 @danielbryantuk

Page 38: muCon 2016: "Seven (More) Deadly Sins of Microservices"

6. ENVY - The shared SINGLE domain (and Data Store) fallacy

07/11/2016 @danielbryantuk

Page 39: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Previously - One Model to Rule Them All...

• One model…– Breaks encapsulation

– Introduces coupling

• Know your DDD– Entities

– Value Objects

– Aggregates and Roots

07/11/2016 @danielbryantuk

Page 40: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Context mapping (static) & event storming (dynamic)

07/11/2016 @danielbryantuk|@spoole167 40

www.infoq.com/articles/ddd-contextmapping

ziobrando.blogspot.co.uk/2013/11/introducing-event-storming.html

Page 41: muCon 2016: "Seven (More) Deadly Sins of Microservices"

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

• Beware of operational overhead

07/11/2016 @danielbryantuk

Page 42: muCon 2016: "Seven (More) Deadly Sins of Microservices"

7. PRIDE - testing in the world of transience07/11/2016 @danielbryantuk

Page 43: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Previously...

• Local verification

– Consumer-Driven contracts

• End-to-end

– BDD-style critical path

• Remember the test pyramid

07/11/2016 @danielbryantuk

martinfowler.com/articles/microservice-testing/

Page 44: muCon 2016: "Seven (More) Deadly Sins of Microservices"

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

07/11/2016 @danielbryantuk

Page 45: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Service virtualisation

• Classics

– CA service virtualization

– Parasoft virtualize

– HPE service virtualization

– IBM Test Virtualization server

• New (open source) kids on the block

– Hoverfly

– Wiremock

– VCR/Betamax

– Mountebank

– mirage

07/11/2016 @danielbryantuk

Page 46: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Hoverfly

• Lightweight Service virtualisation

– Open source (Apache 2.0)

– Go-based / single binary

– Written by @Spectolabs

• Flexible API simulation

– HTTP / HTTPS

– Highly performant

07/11/2016 @danielbryantuk

Page 47: muCon 2016: "Seven (More) Deadly Sins of Microservices"

07/11/2016 @danielbryantuk

• Middleware• RemovePII• Ratelimit• Addheaders

• Middleware• Faultinjection• Chaosmonkey

Page 48: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Right, Let'S Wrap this up...

07/11/2016 @danielbryantuk

Page 49: muCon 2016: "Seven (More) Deadly Sins of 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

07/11/2016 @danielbryantuk

Page 50: muCon 2016: "Seven (More) Deadly Sins of 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

07/11/2016 @danielbryantuk

Page 51: muCon 2016: "Seven (More) Deadly Sins of Microservices"

Bedtime reading

07/11/2016 @danielbryantuk

Page 52: muCon 2016: "Seven (More) Deadly Sins of Microservices"

THANKS...

@danielbryantuk

[email protected]

http://muservicesweekly.com/

(Credit to Tareq Abedrabbo for inspiration/guidance)

07/11/2016 @danielbryantuk