Code.txt

endpoint = 'YOUR_ENDPOINT' #Replace with your endpoint
key = 'YOUR_KEY' #Replace with your key

import json
import requests

#An array of features based on five-day weather forecast
x = [[1,1,2022,1,0,6,0,2,0.344167,0.363625,0.805833,0.160446],
    [2,1,2022,1,0,0,0,2,0.363478,0.353739,0.696087,0.248539],
    [3,1,2022,1,0,1,1,1,0.196364,0.189405,0.437273,0.248309],
    [4,1,2022,1,0,2,1,1,0.2,0.212122,0.590435,0.160296],
    [5,1,2022,1,0,3,1,1,0.226957,0.22927,0.436957,0.1869]]

#Convert the array to JSON format
input_json = json.dumps({"data": x})

#Set the content type and authentication for the request
headers = {"Content-Type":"application/json",
        "Authorization":"Bearer " + key}

#Send the request
response = requests.post(endpoint, input_json, headers=headers)

#If we got a valid response, display the predictions
if response.status_code == 200:
    y = json.loads(response.json())
    print("Predictions:")
    for i in range(len(x)):
        print (" Day: {}. Predicted rentals: {}".format(i+1, max(0, round(y["result"][i]))))
else:
    print(response)