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azure.py
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azure.py
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import urllib.request
import json
import os
import ssl
from dotenv import load_dotenv
load_dotenv()
from ast import literal_eval
def userData(age,gender,cp,trestbps,chol,fbs,restecg,thalach,exang,oldpeak,slope,ca,thal):
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.
# Request data goes here
data = {
"data": [
[age,gender,cp,trestbps,chol,fbs,restecg,thalach,exang,oldpeak,slope,ca,thal],
]
}
body = str.encode(json.dumps(data))
url = os.getenv("Your_Url")
api_key = os.getenv("Your_Api_Key") # 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()
final_result = eval(literal_eval(result.decode("utf-8")))["result"][0]
return final_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')))