Docker in der AWS Cloud

May 6, 2015Download as PPTX, PDF1 like741 views

This document discusses deploying Docker containers on Amazon Web Services. It covers using AWS services like EC2, OpsWorks and Elastic Beanstalk that support Docker. It describes using the EC2 Container Service for container management and deploying containers across a cluster of EC2 instances. It also discusses the immutable server pattern of deploying to new infrastructure with each release rather than changing existing servers.

DOCKER IN DER AWS CLOUD
Sascha Möllering | zanox AG

Sascha Möllering
sascha.moellering@zanox.com
sascha@autoscaling.io
Lead Engineer / DevOps Hipster
zanox AG
http://autoscaling.io
@sascha242
ABOUT ME

JAVA MAGAZIN 11.14
ARCHITEKTUR IM KONTEXT DER CLOUD: PATTERNS UND BEST
PRACTICES
AWS VIRTUAL CLOUD SUMMIT
CONTINUOUS DELIVERY IN AWS USING DOCKER
ENTWICKLER SPEZIAL: DOCKER
ÜBER DEN WOLKEN: EIN ERFAHRUNGSBERICHT ZUM DOCKER-
EINSATZ IN DER AMAZON CLOUD
ABOUT ME

AGENDA
1. Docker
2. Amazon Web Services
3. Docker Container Deployment
4. Immutable Server Pattern
5. EC2 Container Service

DOCKER
●Amazon Web Services
●Collection of remote computing
services
●Cloud computing platform by
Amazon.com
●Well known: EC2 and S3

DOCKER DEPLOYMENT
●Amazon Services with Docker support:
●Amazon OpsWorks*
●Elastic Beanstalk
●EC2 Container Service
*by adding a custom Docker Layer

DOCKER DEPLOYMENT
Amazon Cloud
Workstation
GitHub Jenkins
Python/Boto
Docker Image
Docker Registry S3 bucket with
Docker Images

EC2 instance with Docker
registry (port 5000)
S3 bucket to store
Docker images
DOCKER DEPLOYMENT

DOCKER DEPLOYMENT
●Deployment of Docker containers
1. Remote API
2. EC2 user data

DOCKER DEPLOYMENT
●API to access Docker daemon
●Can be bound to specific host/port
●E.g. Jenkins can trigger deplyoments
●GET /containers/json
REMOTE API

DOCKER DEPLOYMENT
●Data to configure instance during
launch
●Install Docker
●Start Daemon
●Run Docker container
EC2 USER DATA

IMMUTABLE SERVER
●Trash your servers!!!
●New deployment => new infrastructure
●Don’t change an existing server
●Problem: snowflake server

IMMUTABLE SERVER
Blue
Green
Version 3
Version 4

EC2 CONTAINER SERVICE
●Amazon EC2 Container Service (ECS):
● Container management service
● Fast
● Highly scalable
● Supports Docker

EC2 CONTAINER SERVICE
●Cluster
●Container Instance
●Task Definition
●Task
●Container

EC2 CONTAINER SERVICE
#!/bin/bash
echo ECS_CLUSTER =
your_cluster_name >>
/etc/ecs/ecs.config

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Exceptions allow developers to handle error cases expected to occur infrequently. Ideally, good test suites should test both normal and exceptional behaviors to catch more bugs and avoid regressions. While current research analyzes exceptions that propagate to tests, it does not explore other exceptions that do not reach the tests. In this paper, we provide an empirical study to explore how frequently exceptional behaviors are tested in real-world systems. We consider both exceptions that propagate to tests and the ones that do not reach the tests. For this purpose, we run an instrumented version of test suites, monitor their execution, and collect information about the exceptions raised at runtime. We analyze the test suites of 25 Python systems, covering 5,372 executed methods, 17.9M calls, and 1.4M raised exceptions. We find that 21.4% of the executed methods do raise exceptions at runtime. In methods that raise exceptions, on the median, 1 in 10 calls exercise exceptional behaviors. Close to 80% of the methods that raise exceptions do so infrequently, but about 20% raise exceptions more frequently. Finally, we provide implications for researchers and practitioners. We suggest developing novel tools to support exercising exceptional behaviors and refactoring expensive try/except blocks. We also call attention to the fact that exception-raising behaviors are not necessarily “abnormal” or rare.

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Docker in der AWS Cloud

1. DOCKER IN DER AWS CLOUD Sascha Möllering | zanox AG

2. Sascha Möllering [email protected] [email protected] Lead Engineer / DevOps Hipster zanox AG http://autoscaling.io @sascha242 ABOUT ME

3. JAVA MAGAZIN 11.14 ARCHITEKTUR IM KONTEXT DER CLOUD: PATTERNS UND BEST PRACTICES AWS VIRTUAL CLOUD SUMMIT CONTINUOUS DELIVERY IN AWS USING DOCKER ENTWICKLER SPEZIAL: DOCKER ÜBER DEN WOLKEN: EIN ERFAHRUNGSBERICHT ZUM DOCKER- EINSATZ IN DER AMAZON CLOUD ABOUT ME

4. AGENDA 1. Docker 2. Amazon Web Services 3. Docker Container Deployment 4. Immutable Server Pattern 5. EC2 Container Service

6. DOCKER ●Amazon Web Services ●Collection of remote computing services ●Cloud computing platform by Amazon.com ●Well known: EC2 and S3

8. DOCKER DEPLOYMENT ●Amazon Services with Docker support: ●Amazon OpsWorks* ●Elastic Beanstalk ●EC2 Container Service *by adding a custom Docker Layer

9. DOCKER DEPLOYMENT Amazon Cloud Workstation GitHub Jenkins Python/Boto Docker Image Docker Registry S3 bucket with Docker Images

10. EC2 instance with Docker registry (port 5000) S3 bucket to store Docker images DOCKER DEPLOYMENT

11. DOCKER DEPLOYMENT

12. DEPLOYMENT

13. DOCKER DEPLOYMENT ●Deployment of Docker containers 1. Remote API 2. EC2 user data

14. DOCKER DEPLOYMENT ●API to access Docker daemon ●Can be bound to specific host/port ●E.g. Jenkins can trigger deplyoments ●GET /containers/json REMOTE API

15. DOCKER DEPLOYMENT ●Data to configure instance during launch ●Install Docker ●Start Daemon ●Run Docker container EC2 USER DATA

17. IMMUTABLE SERVER ●Trash your servers!!! ●New deployment => new infrastructure ●Don’t change an existing server ●Problem: snowflake server

18. IMMUTABLE SERVER

20. IMMUTABLE SERVER

21. IMMUTABLE SERVER Blue Green Version 3 Version 4

23. EC2 CONTAINER SERVICE ●Amazon EC2 Container Service (ECS): ● Container management service ● Fast ● Highly scalable ● Supports Docker

24. EC2 CONTAINER SERVICE ●Cluster ●Container Instance ●Task Definition ●Task ●Container

25. EC2 CONTAINER SERVICE

26. EC2 CONTAINER SERVICE

27. EC2 CONTAINER SERVICE #!/bin/bash echo ECS_CLUSTER = your_cluster_name >> /etc/ecs/ecs.config

28. EC2 CONTAINER SERVICE

Editor's Notes

#6: Cloud Computing Plattform von Amazon
#9: Eb - Single Container - Multiple Containers (dependencies using JSON format) - Cool: direct integration into ELB (not just on EC2 level)
#10: ----- Meeting Notes (26/10/14 22:22) ----- Fabric -> Boto
#22: ----- Meeting Notes (26/10/14 22:22) ----- Fabric -> Boto
#25: Cluster: a logical grouping of container instances that you can place tasks on. Container Instance: an Amazon EC2 instance that is running the Amazon ECS agent and has been registered into a cluster. Task Definition: a description of an application that contains one or more container definitions. Task: an instantiation of a task definition that is running on a container instance. Container: a Linux container that was created as part of a task.
#29: - Task-definition

Docker in der AWS Cloud

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Editor's Notes