fuzzy string matching in python

Prepare

>python -m pip install fuzzywuzzy
>python -m pip install python-Levenshtein
error: Microsoft Visual C++ 14.0 is required. Get it with "Microsoft Visual C++ Build Tools": http://landinghub.visualstudio.com/visual-cpp-build-tools
----------------------------------------
ERROR: Failed building wheel for python-Levenshtein

I have to install Microsoft Visual C++ 14.0 to my computer.

Type “Visual Studio Installer” in the windows search box and open it. My installer version is visaul studio 2017.
Go to Workloads` Desktop development with C++. Selecting the option VC++ 2015.3 v14.00 (v140) toolset for desktop to install. It will need 4.59 GB space. If your drive doesn’t have enough spaces, you need to move some unused folders to another drive.

Example

from fuzzywuzzy import fuzz
from fuzzywuzzy import process

fuzz.ratio("Catherine M Gitau","Catherine Gitau")
#91
fuzz.partial_ratio("Catherine M. Gitau","Catherine Gitau")
#100
#ignore order
fuzz.token_sort_ratio("Catherine Gitau M.", "Gitau Catherine")
#94