endpoint.py

import urllib.request
import json
import os
import ssl

def allowSelfSignedHttps(allowed):
    # bypass the server certificate verification on client side
    if allowed and not os.environ.get('PYTHONHTTPSVERIFY', '') and getattr(ssl, '_create_unverified_context', None):
        ssl._create_default_https_context = ssl._create_unverified_context

allowSelfSignedHttps(True) # this line is needed if you use self-signed certificate in your scoring service.

data = {"data":
        [
          {
            "age": 17,
            "campaign": 1,
            "cons.conf.idx": -46.2,
            "cons.price.idx": 92.893,
            "contact": "cellular",
            "day_of_week": "mon",
            "default": "no",
            "duration": 971,
            "education": "university.degree",
            "emp.var.rate": -1.8,
            "euribor3m": 1.299,
            "housing": "yes",
            "job": "blue-collar",
            "loan": "yes",
            "marital": "married",
            "month": "may",
            "nr.employed": 5099.1,
            "pdays": 999,
            "poutcome": "failure",
            "previous": 1
          },
          {
            "age": 87,
            "campaign": 1,
            "cons.conf.idx": -46.2,
            "cons.price.idx": 92.893,
            "contact": "cellular",
            "day_of_week": "mon",
            "default": "no",
            "duration": 471,
            "education": "university.degree",
            "emp.var.rate": -1.8,
            "euribor3m": 1.299,
            "housing": "yes",
            "job": "blue-collar",
            "loan": "yes",
            "marital": "married",
            "month": "may",
            "nr.employed": 5099.1,
            "pdays": 999,
            "poutcome": "failure",
            "previous": 1
          },
      ]
    }

body = str.encode(json.dumps(data))

url = 'http://0e7f21ea-cf46-4e26-9e6a-eece65cbfff3.uksouth.azurecontainer.io/score'
api_key = 'XOtuoeogOeYyCn1KHR3A1QmunHI39UHX' # Replace this with the API key for the web service
headers = {'Content-Type':'application/json', 'Authorization':('Bearer '+ api_key)}

req = urllib.request.Request(url, body, headers)

try:
    response = urllib.request.urlopen(req)

    result = response.read()
    print(result)
except urllib.error.HTTPError as error:
    print("The request failed with status code: " + str(error.code))

    # Print the headers - they include the requert ID and the timestamp, which are useful for debugging the failure
    print(error.info())
    print(json.loads(error.read().decode("utf8", 'ignore')))