API for extracting Employee risk of leaving company level from a trained ML model

1 - High risk, please take preventative measures

0 - Low risk, no additional measures required

Creating virtual env

python3 -m venv venv
pip3 install -r requirements.txt
source venv/bin/activate

Running the endpoint service from the console

uvicorn main:app --reload

The endpoint will be available on http://127.0.0.1:8000/

Accessing the API endpoint

You can access the API endpont and get the response using requests or any other library

requests.post(url='http://127.0.0.1:8000/', json=request_json)

Testing the API

To run the test cases with unittest package execute

python3 tests/test.py