I did this:
sudo apt-get install docker-ce=5:19.03.14~3-0~ubuntu-focal docker-ce-cli=5:19.03.14~3-0~ubuntu-focal containerd.io
Then restored the latest snapshot.
That seems to do the trick. Simple enough, although I’m stuck with an old version of Docker for now as it seems.