Following instructions at https://mariadb.com/kb/en/mariadb/preparing-for-columnstore-installation/ (There's also https://mariadb.com/kb/en/mariadb/installing-mariadb-deb-files/, but I didn't follow that one.)
Install
sudo apt-get -y install libboost-all-dev expect perl openssl file sudo libdbi-perl libreadline-dev libdbd-mysql-perl
cd ~
wget http://downloads.mariadb.com/MariaDB/mariadb-10.1.22/repo/ubuntu/mariadb-10.1.22-ubuntu-trusty-amd64-debs.tar
cd /opt
sudo tar -xf ~/mariadb-columnstore-tars/mariadb-10.1.22-ubuntu-trusty-amd64-debs.tar
sudo ./mariadb-10.1.22-ubuntu-trusty-amd64-debs/setup_repository