def get_www_authenticate_header(api_url):
try:
resp = urllib.request.urlopen(api_url)
response = resp.read()
except urllib.error.HTTPError as error:
response = error.info()['Www-Authenticate']
return response
def apicall():
id = "asus-geforce-gtx750ti-oc-2gd5-performance-graphics-gddr5-2gb"
chk = []
data = {
"Inputs": {
"input1": {
"ColumnNames": ["month", "price", "item"],
"Values": []
},
},
"GlobalParameters": {}
}
for i in range(1, 13):
data["Inputs"]["input1"]["Values"].append([str(i), "0", id])
body = str.encode(json.dumps(data))
url = 'https://ussouthcentral.services.azureml.net/workspaces/24af1e57b2794253957d65b08d00a725/services/dca5e0834086488e986f1efd0375ae2f/execute?api-version=2.0&details=true'
api_key = 'IQW3L6TA21jChGgRgm8Z2w8xGeYtpUISi3b7fXY+/DKw1O7Mxrklwd3PKxUTHBuu43HybpCOtLfN+AuPOkYmbw==' # 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().decode("utf-8")
chk.append(json.JSONDecoder().decode(result))
except (urllib.error.HTTPError):
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()))
ref = chk[0]["Results"]["output1"]["value"]["Values"]
minN = ref[0][3]
res = ref[0][0]
for i in range(1, len(ref)):
if (ref[i][3] < minN):
res = ref[i][0]
return render_template('index.html', result=calendar.month_name[int(res)])
def get_hate_score(text):
data = {
"Inputs": {
"input1":
{
"ColumnNames": ["id", "label", "tweet"],
"Values": [ [ "0", "0", text],]
}, },
"GlobalParameters": {}
}
body = str.encode(json.dumps(data))
url = 'https://ussouthcentral.services.azureml.net/workspaces/75e2e65c01754c3f8d498e08a7c73e3b/services/48ce6baf8ee64b1e9ce0ab44d1a66da4/execute?api-version=2.0&details=true'
api_key = 'PWLiMLplJTtcrX3S7v6X6kXNLB1uUSOhNHTHMfdMivroAl/S8y95n+tdD1w7EFjMRwqJxVxi8VJPFEC/W6Q3kQ=='
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()
result_str = str(result)
result_str = result_str[result_str.index("Values"):]
result_str = result_str[15:-8]
if result_str.count("-") > 0:
return 0
else:
return float(result_str)
except urllib.error.HTTPError as error:
return 0
print("The request failed with status code: " + str(error.code))
print(error.info())
print(json.loads(error.read()))
def go(date):
data = {
"Inputs": {
"input1":
[
{
'Date': date,
}
],
},
"GlobalParameters": {}
}
body = str.encode(json.dumps(data))
# Replace this with the URI and API Key for your web service
url = 'https://ussouthcentral.services.azureml.net/subscriptions/b0707550dad348bf9bbedd4529b65e0f/services/a79ba95060bc4daf9e38871c2827928a/execute?api-version=2.0&format=swagger'
api_key = '+Em94oRHVYYnoZqzd51CqAxxKPC2lFG58IdhV81jlNJtkz7csCgzF4p5VlIEpWd3HF1L+UAYpzMIOQWJg9b09w=='
headers = {'Content-Type':'application/json', 'Authorization':('Bearer '+ api_key)}
# "urllib.request.Request(url, body, headers)" for Python 3.X
req = urllib.request.Request(url, body, headers)
print('DEBUG1')
try:
response = urllib.request.urlopen(req)
result = response.read()
print(result)
# "urllib.error.HTTPError as error" for Python 3.X
except urllib.error.HTTPError as error:
print("The request failed with status code: " + str(error.code))
# Print the headers - they include the request ID and the timestamp, which are useful for debugging the failure
print(error.info())
print(json.loads(error.read()))
#
result_str = result.decode()
return ast.literal_eval(result_str)
"other_installments", "housing_status", "num_credits", "job_type",
"num_dependant", "own_telephone", "foreign_worker", "credit_risk"],
"Values": [ [ "A12","48","A32","A43","5951","A61","A73","2","A92","A101","2",
"A121","22","A143","A152","1","A173","1","A191","A201","2"],
[ "A12","48","A32","A43","5951","A61","A73","2","A92","A101","2",
"A121","22","A143","A152","1","A173","1","A191","A201","2"]]
}, },
"GlobalParameters": {}
}
body = str.encode(json.dumps(data))
url = 'YOUR OWN API URL'
# Replace this with the API key for the web service
api_key = 'YOUR_OWN_API_KEY'
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()))
