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While pip alone is sufficient to install from pre-built binary archives, up to date copies of the setuptools and wheel projects are useful to ensure you can also install from source archives: python -m pip install --upgrade pip setuptools wheel
So it doesn't make much sense to add the package to requirements.
Out of curiosity what OS, pip, and python versions are you using?
Oh, interesting. I had to pip install setuptools too, before the install got as far as complaining about missing wheel.
OS: Linux version 4.9.164-vs2.3.9.8-beng (root@ex64-jessie) (gcc version 4.9.2 (Debian 4.9.2-10+deb8u2) ) #1 SMP Wed Mar 20 20:18:21 GMT 2019
PIP: 18.1
Python: 3.7.3
Looks like solution is to add "wheel" to the requirements.txt (or setup.py)
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