I compiled it. I followed the instructions here -

https://developers.google.com/ar/develop/java/getting-starte...

Actually I followed them somewhat - I never opened Android Studio, I did it all on the command line.

Note you have to install two APK's, the ARcore service APK you have to download from them, plus the one you're compiling with gradle or AS.