Going Production with Docker and Swarm
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The document is a slide deck presentation by Bret Fisher on going into production with Docker and Swarm. Some key points from the presentation include focusing first on Dockerfiles rather than complex orchestration, avoiding anti-patterns like using the "latest" tag or trapping unique data in containers, and starting with a simple 3 node Swarm cluster for high availability before scaling up further. The presentation also provides examples of full tech stacks using various open source and commercial tools for a Dockerized infrastructure.
Going Production with Docker and Swarm
- 1. Going Production with Docker and Swarm Bret Fisher DevOps Consultant Docker Captain, Dell {code} Catalyst Author of Udemy's Docker Mastery Add picture here
- 2. InfoQ.com: News & Community Site • Over 1,000,000 software developers, architects and CTOs read the site world- wide every month • 250,000 senior developers subscribe to our weekly newsletter • Published in 4 languages (English, Chinese, Japanese and Brazilian Portuguese) • Post content from our QCon conferences • 2 dedicated podcast channels: The InfoQ Podcast, with a focus on Architecture and The Engineering Culture Podcast, with a focus on building • 96 deep dives on innovative topics packed as downloadable emags and minibooks • Over 40 new content items per week Watch the video with slide synchronization on InfoQ.com! https://www.infoq.com/presentations/ production-docker-swarm
- 3. 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 Presented at QCon San Francisco www.qconsf.com
- 4. Slides! Tweets! twitter.com/bretfisher Add picture here bretfisher.com/slides DevOps Consultant Docker Captain, Dell {code} Catalyst Author of Udemy's Docker Mastery or #qconsf #dockerprod
- 5. Why Are We Here? "Want Docker in production "Want to orchestrate containers "Need to make educated project decisions "Learn which requirements could be optional "Learn 80's/90's video games "Hear bad analogies relating retro games to Docker
- 6. A Bit About Me "Geek since 5th Grade "IT Sysadmin+Dev since 1994 "Currently Container Fanboy, Consultant/Trainer "Owned *REAL* Atari 2600, NES, SNES, Sega Genesis, Sinclair, TRS-80, Packard Bell 386 "Likes Geek Trivia. Lets Have Some!
- 10. Project Docker Super Project Advice Special Turbo Champion Edition
- 11. Limit Your Simultaneous Innovation " Many initial container projects are too big in scope " Solutions you maybe don't need day one: ○ Fully automatic CI/CD ○ Dynamic performance scaling ○ Containerizing all or nothing ○ Starting with persistent data
- 12. Legacy Apps Work In Containers Too " Microservice conversion isn't required " 12 Factor is a horizon we're always chasing " Don't let these ideals delay containerization
- 15. What To Focus On First: Dockerfiles " More important than fancy orchestration " It's your new build documentation " Study Dockerfile/Entrypoint of Hub Officials " Use FROM Official distros that are most familiar
- 16. Dockerfile Maturity Model "Make it start "Make it log all things to stdout/stderr "Make it documented in file "Make it work for others "Make it lean "Make it scale
- 21. Dockerfile Anti-pattern: Trapping Data " Problem: Storing unique data in container " Solution: Define VOLUME for each location
- 22. Dockerfile Anti-pattern: Using Latest " Latest = Image builds will be ¯_(ツ)_/¯ " Problem: Image builds pull FROM latest " Solution: Use specific FROM tags " Problem: Image builds install latest packages " Solution: Specify version for critical apt/yum/apk packages
- 23. Dockerfile Anti-pattern: Leaving Default Config " Problem: Not changing app defaults, or blindly copying VM conf ○ e.g. php.ini, mysql.conf.d, java memory " Solution: Update default configs via ENV, RUN, and ENTRYPOINT
- 24. Dockerfile Anti-pattern: Environment Specific " Problem: Copy in environment config at image build " Solution: Single Dockerfile with default ENV's, and overwrite per-environment with ENTRYPOINT script
- 28. Lets Slay Some Infrastructure Dragons The Big 3 Decisions
- 29. Containers-on-VM or Container-on-Bare-Metal "Do either, or both. Lots of pros/cons to either "Stick with what you know at first "Do some basic performance testing. You will learn lots! "2017 Docker Inc. and HPE whitepaper on MySQL benchmark ○(authored by yours truly, and others) ○bretfisher.com/qconsf17
- 30. OS Linux Distribution/Kernel Matters " Docker is very kernel and storage driver dependent " Innovations/fixes are still happening here " "Minimum" version != "best" version " No pre-existing opinion? Ubuntu 16.04 LTS ○ Popular, well-tested with Docker ○ 4.x Kernel and wide storage driver support " Or InfraKit and LinuxKit! " Get correct Docker for your distro from store.docker.com
- 31. Container Base Distribution: Which One? " Which FROM image should you use? " Don't make a decision based on image size (remember it's Single Instance Storage) " At first: match your existing deployment process " Consider changing to Alpine later, maybe much later
- 33. Build Your Empire Swarm
- 34. Good Defaults: Swarm Architectures " Simple sizing guidelines based off: ○ Docker internal testing ○ Docker reference architectures ○ Real world deployments ○ Swarm3k lessons learned
- 35. Baby Swarm: 1-Node ""docker swarm init" done! "Solo VM's do it, so can Swarm "Gives you more features then docker run
- 36. HA Swarm: 3-Node "Minimum for HA "All Managers "One node can fail "Use when very small budget "Pet projects or Test/CI
- 37. Biz Swarm: 5-Node "Better high-availability "All Managers "Two nodes can fail "My minimum for uptime that affects $$$
- 38. Flexy Swarm: 10+ Nodes "5 dedicated Managers "Workers in DMZ "Anything beyond 5 nodes, stick with 5 Managers and rest Workers "Control container placement with labels + constraints
- 39. Swole Swarm: 100+ Nodes "5 dedicated managers "Resize Managers as you grow "Multiple Worker subnets on Private/ DMZ "Control container placement with labels + constraints
- 40. Don't Turn Cattle into Pets " Assume nodes will be replaced " Assume containers will be recreated " Docker for (AWS/Azure) does this " LinuxKit and InfraKit expect it
- 41. Reasons for Multiple Swarms Bad Reasons " Different hardware configurations (or OS!) " Different subnets or security groups " Different availability zones "Security boundaries for compliance Good Reasons " Learning: Run Stuff on Test Swarm " Geographical boundaries " Management boundaries using Docker API (or Docker EE RBAC, or other auth plugin)
- 42. What About Windows Server 2016 Swarm? "Hard to be "Windows Only Swarm", mix with Linux nodes "Much of those tools are Linux only "Windows = Less choice, but easier path "My recommendation: ○Managers on Linux ○Reserve Windows for Windows-exclusive workloads
- 46. Outsource Well-Defined Plumbing "Beware the "not implemented here" syndrome "My formula for "Do we use SaaS/Commercial"? ○If it's a challenge to implement and maintain ○+ SaaS/commercial market is mature ○= Opportunities for outsourcing
- 47. Outsourcing: For Your Consideration "Image registry "Logs "Monitoring and alerting " Big Tools/Projects: github.com/cncf/landscape " All The Things: github.com/veggiemonk/awesome-docker
- 48. Tech Stacks Designs for a full-featured cluster
- 49. Pure Open Source Self-Hosted Tech Stack Swarm GUI Portainer Central Monitoring Prometheus + Grafana Central Logging ELK Layer 7 Proxy Flow-Proxy Traefik Registry Docker Distribution + Portus CI/CD Jenkins Storage REX-Ray Networking Docker Swarm Orchestration Docker Swarm Runtime Docker HW / OS InfraKit Terraform Also Functions As A Service: OpenFaaS Kubernetes???
- 50. Docker for X: Cheap and Easy Tech Stack Swarm GUI Portainer Central Monitoring Librato Sysdig Central Logging Docker for AWS/Azure Layer 7 Proxy Flow-Proxy Traefik Registry Docker Hub Quay CI/CD Codeship TravisCI Storage Docker for AWS/Azure Networking Docker Swarm Orchestration Docker Swarm Runtime Docker HW / OS Docker for AWS/Azure/Ggl
- 51. Docker Enterprise Edition + Docker for X Swarm GUI Docker EE (UCP) Central Monitoring Librato Sysdig Central Logging Docker for AWS/Azure Layer 7 Proxy Docker EE (UCP) Registry Docker EE (DTR) CI/CD Codeship TravisCI Storage Docker for AWS/Azure Networking Docker Swarm Orchestration Docker Swarm Runtime Docker EE HW / OS Docker for AWS/Azure/Ggl Also Image Security Scanning Role-Based Access Cont Image Promotion Content Trust Kubernetes
- 54. 4 Can Co-Op, But 1 Plays Just Fine
- 55. Must We Have An Orchestrator? " Let's accelerate your docker migration even more " Already have good infrastructure automation? " Maybe you have great VM autoscale? " Like the security boundary of the VM OS?
- 56. One Container Per VM " Why don't we talk about this more? " Least amount of infrastructure change but also: ○ Run on Dockerfile recipes rather then Puppet etc. ○ Improve your Docker management skills ○ Simplify your VM OS build
- 57. One Container Per VM: Not New " Windows is doing it with Hyper-V Containers " Linux is doing it with Intel Clear Containers " LinuxKit will make this easier: Immutable OS " Watch out for Windows "LCOW" using LinuxKit
- 62. Summary "Trim the optional requirements at first "First, focus on Dockerfile/docker-compose.yml "Watch out for Dockerfile anti-patterns "Stick with familiar OS and FROM images "Grow Swarm as you grow "Find ways to outsource plumbing "Realize parts of your tech stack may change, stay flexible
- 63. Give Me A Green Eval! " Help me come back next year 😬
- 64. Thank You! Slides: bretfisher.com/qconsf17 "90% Off My Bestselling Docker Mastery Course ○bretfisher.com/dockermastery ○Swarm Production Course Coming Soon!
- 65. Honorable Mentions "Metroid ('83 NES) "Mega Man ('87 NES) "Wolfenstein 3D ('92 PC) "Homeworld ('99 PC) "Legend Of Zelda ('86 NES) "Mortal Kombat ('92) "Doom/Quake ('93 PC) "Contra/Castlevania ('86 NES) " Hitchhiker's GTTG ('84 TRS-80) "Zenophobe ('87 Arcade) "Battlezone ('80 Arcade) "Joust/Dig Dug ('82 Arcade)
- 66. Watch the video with slide synchronization on InfoQ.com! https://www.infoq.com/presentations/ production-docker-swarm