import requests

url = 'http://127.0.0.1:8000/predict'

#dummy data to test API
data = {"experience_level_encoded": 3.0,
        "company_size_encoded": 3.0,
        "employment_type_PT": 0,
        "job_title_Data_Engineer": 0,
        "job_title_Data_Manager": 1,
        "job_title_Data_Scientist": 0,
        "job_title_Machine_Learning_Engineer": 0}

#make a POST request to the API
response = requests.post(url, json=data)

#print response
response.json()