This is the easy way - just launch Docker.app and wait for it to finish loading.
The Docker daemon should be running in the background, which you can test by
running docker ps. If you're on OS X and using docker-machine instead of
Docker for Mac, you may have to run:
docker-machine start default
eval $(docker-machine env)