From 0 to Blue-Green deployments on AWS Fargate

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The document is a presentation on CI/CD for modern applications using AWS services. It discusses how software development has shifted from long release cycles with monolithic applications to much shorter release cycles with independent microservices. It then covers different AWS compute options for running code, such as EC2 instances, ECS, Fargate, Lambda, and EKS. The rest of the presentation discusses best practices for continuous delivery using AWS services like CodeCommit, CodeBuild, CodePipeline, CodeDeploy, ECR, ECS and ALB. It also provides an example of how to implement blue/green deployments on ECS with automated canary analysis and traffic shifting between versions.

Technology

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
K Y I V
11.05.2019
CI/CD for Modern Applications
Massimo Re Ferrè
Developer Advocate
Amazon Web Services

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Who Am I ?
Amazon Web Services (Developer Advocate)
VMware (Solutions Architect and Technical Product Manager)
IBM (Professional Services and Solutions Architect)
Developer (many kilos ago)
Email: mreferre@amazon.com
Twitter: @mreferre
Github: github.com/mreferre

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How software value gets created (in the old model)
Monolithic
application
“Time to user”: months / years
Very heavy
manual
integrations

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How software value gets created (in the new model)
“Time to user”: hours / days
Small
independent
components…
End-to-end
(hands off)
automation
…. with
different
release cycles

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Agenda

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
What are the compute options to run my code?
Instances
Containers
Lambda
Containers control plane
Containers data plane

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS compute abstractions layers
AWS
Lambda
Amazon
EC2
Metal
AWS
Fargate
Amazon
EKS
physicalseverVMcontainerfunction
Levelofabstraction
Provider space
(managed by AWS)
Consumer space
(managed by the customer)
Amazon
ECS
For this session, we are going to focus on this (as an example)

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
ECS w/ EC2 data plane
AWS Account Cust Account
VPC
Amazon EC2
TaskService
ENI
aws ecs run-task … --launch-type EC2 …
You have to manage this
capacity (e.g. with ASGs)
Amazon ECS

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Scaling metrics
https://garbe.io/blog/2017/04/12/a-better-solution-to-ecs-autoscaling/
https://medium.com/thron-tech/aws-ecs-host-auto-scaling-with-custom-cloudwatch-metrics-and-aws-lambda-b9a9f55faf1d

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Need for speed – (all lines are made up)

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Need for speed – real example (all lines are for real)

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
ECS w/ FARGATE data plane
AWS Account
AWS Fargate
Cust Account
VPC
TaskService
ENI
aws ecs run-task … --launch-type FARGATE …
You don’t have to manage
capacity
Amazon ECS

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Blue/Green and the pressure on infrastructure
Task
Auto Scaling group
Instance
Task Task Task Task Task Task Task Task Task Task Task
Instance Instance Instance
Task Task Task Task Task Task Task Task Task Task Task Task
AWS Fargate
On ECS/EC2 On ECS/Fargate

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Blue/Green and the pressure on infrastructure
Auto Scaling group
Instance Instance Instance Instance
AWS Fargate
Instance Instance Instance Instance
Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task
On ECS/EC2 On ECS/Fargate

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Blue/Green and the pressure on infrastructure
AWS Fargate
Auto Scaling group
Instance Instance Instance Instance
Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task
On ECS/EC2 On ECS/Fargate

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Blue/Green deployments
Service
Target-Group-Green Task Task Task
Service
Amazon ECR
Amazon ECS
Amazon ALB
Image1
THIS IS VER1

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Blue/Green deployments
Service
Target-Group-Green
Target-Group-Blue
Task Task Task
Service
Amazon ECR
Amazon ECS
Amazon ALB
Image1
THIS IS VER1
THIS IS VER1

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Blue/Green deployments
Service
Target-Group-Green
Target-Group-Blue Service
AWS CodeCommit AWS CodeBuild
AWS CodePipeline
AWS CodeDeploy Amazon ECR
Amazon ECS
Amazon ALB
Image1
Image2
Task Task TaskTHIS IS A NEW VER
THIS IS A NEW VER
<html>
<body>
<h1>THIS IS A NEW VER</h1>
</body>
</html>

© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
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2. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Who Am I ? Amazon Web Services (Developer Advocate) VMware (Solutions Architect and Technical Product Manager) IBM (Professional Services and Solutions Architect) Developer (many kilos ago) Email: mreferre@amazon.com Twitter: @mreferre Github: github.com/mreferre

3. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. How software value gets created (in the old model) Monolithic application “Time to user”: months / years Very heavy manual integrations

4. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. How software value gets created (in the new model) “Time to user”: hours / days Small independent components… End-to-end (hands off) automation …. with different release cycles

8. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS compute abstractions layers AWS Lambda Amazon EC2 Metal AWS Fargate Amazon EKS physicalseverVMcontainerfunction Levelofabstraction Provider space (managed by AWS) Consumer space (managed by the customer) Amazon ECS For this session, we are going to focus on this (as an example)

9. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ECS w/ EC2 data plane AWS Account Cust Account VPC Amazon EC2 TaskService ENI aws ecs run-task … --launch-type EC2 … You have to manage this capacity (e.g. with ASGs) Amazon ECS

10. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Scaling metrics https://garbe.io/blog/2017/04/12/a-better-solution-to-ecs-autoscaling/ https://medium.com/thron-tech/aws-ecs-host-auto-scaling-with-custom-cloudwatch-metrics-and-aws-lambda-b9a9f55faf1d

13. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ECS w/ FARGATE data plane AWS Account AWS Fargate Cust Account VPC TaskService ENI aws ecs run-task … --launch-type FARGATE … You don’t have to manage capacity Amazon ECS

15. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green and the pressure on infrastructure Task Auto Scaling group Instance Task Task Task Task Task Task Task Task Task Task Task Instance Instance Instance Task Task Task Task Task Task Task Task Task Task Task Task AWS Fargate On ECS/EC2 On ECS/Fargate

16. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green and the pressure on infrastructure Task Auto Scaling group Instance Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Instance Instance Instance Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task AWS Fargate On ECS/EC2 On ECS/Fargate

17. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green and the pressure on infrastructure Task Auto Scaling group Instance Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Instance Instance Instance Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task AWS Fargate Instance Instance Instance Instance On ECS/EC2 On ECS/Fargate

18. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green and the pressure on infrastructure Auto Scaling group Instance Instance Instance Instance AWS Fargate Instance Instance Instance Instance Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task On ECS/EC2 On ECS/Fargate

19. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green and the pressure on infrastructure AWS Fargate Auto Scaling group Instance Instance Instance Instance Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task On ECS/EC2 On ECS/Fargate

20. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green deployments Service Target-Group-Green Task Task Task Service Amazon ECR Amazon ECS Amazon ALB Image1 THIS IS VER1

21. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green deployments Service Target-Group-Green Target-Group-Blue Task Task Task Service Amazon ECR Amazon ECS Amazon ALB Image1 THIS IS VER1 THIS IS VER1

22. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green deployments Service Target-Group-Green Target-Group-Blue Task Task Task Service AWS CodeCommit AWS CodeBuild AWS CodePipeline AWS CodeDeploy Amazon ECR Amazon ECS Amazon ALB Image1 THIS IS VER1 THIS IS VER1 <html> <body> <h1>THIS IS VER 1</h1> </body> </html>

23. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green deployments Service Target-Group-Green Target-Group-Blue Task Task Task Service AWS CodeCommit AWS CodeBuild AWS CodePipeline AWS CodeDeploy Amazon ECR Amazon ECS <html> <body> <h1>THIS IS VER 1</h1> </body> </html> <html> <body> <h1>THIS IS A NEW VER</h1> </body> </html> Amazon ALB Image1 Image2 THIS IS VER1 THIS IS VER1 Trigger

24. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green deployments Service Target-Group-Green Target-Group-Blue Task Task Task Service AWS CodeCommit AWS CodeBuild AWS CodePipeline AWS CodeDeploy Amazon ECR Amazon ECS Amazon ALB Image1 Image2 Task Task TaskTHIS IS A NEW VER THIS IS VER1 <html> <body> <h1>THIS IS A NEW VER</h1> </body> </html>

25. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Blue/Green deployments Service Target-Group-Green Target-Group-Blue Service AWS CodeCommit AWS CodeBuild AWS CodePipeline AWS CodeDeploy Amazon ECR Amazon ECS Amazon ALB Image1 Image2 Task Task TaskTHIS IS A NEW VER THIS IS A NEW VER <html> <body> <h1>THIS IS A NEW VER</h1> </body> </html>

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