19.10 has been at end-of-life since July.
Also switch to an un-dated Docker Hub tag. Built docker images expire after
a month, and when rebuilding we install the latest versions of additional
packages. We might has well pick up-to-date versions of the base system
as well.
We do stay within one Ubuntu release, though.