Ipv6, kill it with fire

What steps do I need to take to completely disable the ipv6 components completely through docker? I dont want it in containers, I don’t any thing about it.

My ubuntu containers in swarm mode preferentially connect to local host on ipv6, which is non functional on my network. The swarm can connect as the ipv6 ports are open, but no data can flow as there is no ipv6 networking here.

How do I make it go away? I have followed a few threads and bug reports. But until we actually have ipv6 I just want to make it end.