Tools integration in CBRAIN with Docker

View Github Repository Open presentation in a new window

natacha-beck

See all presentation from natacha-beck

Tools integration in CBRAIN with Docker

0 0

cbrain_docker

On Github natacha-beck / cbrain_docker

Tools integration in CBRAIN with Docker

Natacha Beck

Why use Docker in CBRAIN?

  • Bottleneck of tools integration in CBRAIN
  • Painful to install pipeline on Compute Canada
  • Example: Mammouth-S (CBRAIN) vs Mammouth-P
  • Should (re)-install on each cluster
  • Better control of the version by owner of the pipeline

What is Docker?

  • Open platform for distributed applications
  • Allow you to package your app with all its dependencies
  • Motto: Build, Ship, Run

What is Docker?

  • A container/image = Piece of software + everything it need to run
  • E.g: Code, system tools, libraries...
  • Software always run the same (not depending of the environment)

Difference between Virtual Machine and Docker?

  • Containers include app and all the dependencies
  • BUT share the kernel
  • So it is light, more portable and efficient than VM
  • It is supported by Compute Canada! (On Guillimin for the moment, Mammouth soon)

Limitations of Docker?

What is Docker Hub?

  • External service for people to manage their containers
  • Similar to Github but for Docker container
  • Public/private repo
  • Collaborators, can have some privileges (ex: push new version)

Relationship between Docker/Docker Hub/CBRAIN

How to install Docker for development?

  • Not so difficult, all information here
  • Example on Ubuntu
# Update package index
$ sudo apt-get update

# Install docker-engine
$ sudo apt-get install docker-engine

# Start docker daemon
$ sudo service docker

# Run the hello-world to test
$ sudo docker run hello-world

# Add a docker group (optionnal but recommended)
$ sudo usermod -aG docker username

Three ways to prepare a containers

  • Interactive
  • Dockerfile
  • Autobuild

How to package pipeline: interactive

  • Maybe not the best choice but easy
  • Incremental process with no real history

"Hello World!" Demo

How to package Pipeline: interactive

# Download/extract/run centos images with docker
$ docker run -it centos
Unable to find image 'centos:latest' locally
latest: Pulling from library/centos
a3ed95caeb02: Pull complete..
Digest: sha256:381f21e4c7b3724c6f420b2bcfa6e13e47ed155192869a2a04fa10f944c78476
Status: Downloaded newer image for centos:latest

How to package Pipeline: interactive

# Install git
[root@5af8c69637b2 /]# yum install git
# Clone git repo
[root@5af8c69637b2 /]# git clone https://github.com/natacha-beck/bash_hello_world.git
# Run the hello world example
[root@5af8c69637b2 /]# ./bash_hello_world/hello_world.sh
Hello World!
[root@5af8c69637b2 /]# exit

# Save your images
$ docker commit -m "Git + HelloWord" 5af8c6 nbeck/cbrain_docker_i

How to package Pipeline: interactive

# Run the script 'outside' of the container
$ git images
$ docker run  nbeck/cbrain_docker_i ./bash_hello_world/hello_world.sh
Hello World!

How to package Pipeline: Dockerfile

  • Better version control
  • Better documentation

How to package Pipeline: Dockerfile

$ mkdir docker_d
$ cd docker_d
$ vi DockerFile

How to package Pipeline: Dockerfile

FROM centos

RUN yum update -y && yum install -y git

RUN git clone https://github.com/natacha-beck/bash_hello_world.git

How to package Pipeline: Dockerfile

$ docker build -t nbeck/cbrain_docker_d .
$ docker build -t nbeck/cbrain_docker_d .
Sending build context to Docker daemon 2.048 kB
Step 1 : FROM centos
 ---> d0e7f81ca65c
Step 2 : RUN yum update -y && yum install -y git
 ---> Running in 5acbe72d2038
Loaded plugins: fastestmirror, ovl
...
Successfully built 5f2ec36899e5

How to package Pipeline: Dockerfile

# Run the script 'outside' of the container
$ git images
$ docker run  nbeck/cbrain_docker_d ./bash_hello_world/hello_world.sh
Hello World!

Even better: Autobuild?

  • Dockerfile available to anyone with acess to you Docker Hub repo
  • Your repo is kept up-to-date with code changes automatically
  • Idea link Guthub repo and Docker Hub repo

Thanks!

0
Tools integration in CBRAIN with Docker Natacha Beck