It's a really complicated piece of kit, that has also been around since long before modern build systems and conventions existed. That's why you have excellent

It's a really complicated piece of kit, that has also been around since long before modern build systems and conventions existed. That's why you have excellent scientific packages like Anaconda or Canopy, while on linux you can also install your distro's package. Situation is also becoming easier with pre-built python wheels.