AI :: Deep Learning :: Docker

readme.md

AI :: Deep Learning :: Docker

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• AI :: Deep Learning

Packer docker image builder for VLS Data Science

Setup

export AWS_PROFILE=federate
export AWS_DEFAULT_REGION=us-east-1

Federated login for AWS credentials

> awsfed
 
Please Select an AWS Role
 0: Account: 245028536754 (aws-oath-mapquest-sandbox) Role: sso/fed.admin.user
 1: Account: 245028536754 (aws-oath-mapquest-sandbox) Role: sso/fed.power.user
 2: Account: 576101839808 (aws-mapquest-data-science) Role: sso/fed.admin.user
 3: Account: 576101839808 (aws-mapquest-data-science) Role: sso/fed.power.user
 4: Account: 583437440884 (aws-vls-int) Role: sso/fed.admin.user
 5: Account: 583437440884 (aws-vls-int) Role: sso/fed.power.user
 6: Account: 755203376857 ([email protected]) Role: sso/fed.admin.user
 7: Account: 755203376857 ([email protected]) Role: sso/fed.power.user
 8: Account: 962835357122 (aws-vls-dev) Role: sso/fed.power.user
(0) 3
federate succeeded to 576101839808 (aws-mapquest-data-science) with sso/fed.power.user.

Registry Login

> eval $(aws ecr get-login --no-include-email --region us-east-1)

build and push image

packer build templates/data-science/docker/data-science.json

Image maintainance

# list images in ECR repo
> docker images 576101839808.dkr.ecr.us-east-1.amazonaws.com/data-science
 
# list specific image by tag in ECR
> docker images 576101839808.dkr.ecr.us-east-1.amazonaws.com/data-science:1567649463
 
# list images and their associated Image ID
> docker images
 
# inspect image by Image ID
> docker inspect 672de54ec86a

data-science.json

{
  "builders": [
    {
      "type": "docker",
      "image": "library/centos:7",
      "commit": true
    }
  ],

  "post-processors": [
    [
        {
            "type": "docker-tag",
            "repository": "576101839808.dkr.ecr.us-east-1.amazonaws.com/data-science",
            "tag": "{{ timestamp }}"
        },
        {
            "type": "docker-push",
            "ecr_login": true,
            "login_server": "https://576101839808.dkr.ecr.us-east-1.amazonaws.com/"
        }
    ]
  ]
}