Python does have a compile step if your packages contain C extensions and aren't bundled into binary wheels. This shit tends to only work because of a whole lot of effort by package maintainers to make sure it compiles on a handful of supported systems, but if you aren't running such a system you get to debug a bunch of C dependency errors buried under a mile of gcc warnings and other make output.