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Use docker-compose and the config from docker folder or build docker images manually from the Dockerfile.
$ sudo apt-get install docker.ioand make sure you can run docker without sudo.
$ sudo apt-get install python-virtualenv
$ virtualenv env$ . env/bin/activate
$ pip install -r docker/requirements.txt
$ ./scripts/docker-local-demo.sh