cd /etc/bash_completion.d/
wget https://raw.githubusercontent.com/docker/docker-ce/master/components/cli/contrib/completion/bash/docker

For docker-compose:
curl -L https://raw.githubusercontent.com/Yelp/docker-compose/master/contrib/completion/bash/docker-compose > /etc/bash_completion.d/docker-compose