The instructions are all available at the bottom of the page at
https://calibre-ebook.com/download_linux
All you need to do is make sure you actually have all the relevant dependencies.
Again, if you use Arch Linux ARM, this is dead simple. Just install the prebuilt package, or use the calibre-git package from the Arch User Repository.