I set it up a couple of months ago as well and as I recall I went from zero to "up and running" in an hour or two — I usually wake up a little earlier than my wife and I'd finished setting it up by the time we were ready to make breakfast. The ArchWiki page (https://wiki.archlinux.org/index.php/Pi-hole) was a useful reference for the few snags I encountered.