Collecting jws>=0.1.3 (from python-jwt==2.0.1->pyrebase)
  Using cached https://files.pythonhosted.org/packages/01/9e/1536d578ed50f5fe8196310ddcc921a3cd8e973312d60ac74488b805d395/jws-0.1.3.tar.gz
    Complete output from command python setup.py egg_info:
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "C:\Users\Wesely\AppData\Local\Temp\pip-install-w5z8dsub\jws\setup.py", line 17, in <module>
        long_description=read('README.md'),
      File "C:\Users\Wesely\AppData\Local\Temp\pip-install-w5z8dsub\jws\setup.py", line 5, in read
        return open(os.path.join(os.path.dirname(__file__), fname)).read()
    UnicodeDecodeError: 'cp949' codec can't decode byte 0xe2 in position 500: illegal multibyte sequence
    ----------------------------------------
I tried easy_install pyrebase, and using virtualenv.
I'm using Korean Windows 10.
I've just solved this. MyGitHub.io
It's a bug from jws package, it should consider the encoding problem in its setup.py.
My Solution : install jws first 
pip download jws instead of pip install
filename.tar.gz archivesetup.py file    return open(os.path.join(os.path.dirname(__file__), fname)).read()
to
    return open(os.path.join(os.path.dirname(__file__), fname), encoding="UTF-8").read()
filename.tar
After jws being installed, run pip install pyrebase.
It should work. 
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