Custom Automated Sagemaker Images

Blueprint for a pipeline to manage custom Sagemaker images. requirements blah blah bal

General overview:

Setup

First the settings for the domains must be cleared

aws sagemaker list-domains \
| jq -r '.Domains.[].DomainId' \
| while read DomainId; do \
    aws sagemaker update-domain \
    --domain-id "$DomainId"\
    --default-user-settings \
        '{"JupyterLabAppSettings": {"CustomImages": []}}
done