def call_web_service(e, service_name, body):
aml_workspace = Workspace.get(name=e.workspace_name,
subscription_id=e.subscription_id,
resource_group=e.resource_group)
print("Fetching service")
headers = {'content-encoding': 'gzip'}
service = AciWebservice(aml_workspace, service_name)
if service.auth_enabled:
service_keys = service.get_keys()
headers['Authorization'] = 'Bearer ' + service_keys[0]
print("Testing service")
print(". url: %s" % service.scoring_uri)
output = call_web_app(service.scoring_uri, headers, body)
return output
def test_deployed_aci_service(data):
webservice = AciWebservice(ws, endpointId)
headers = {'Content-Type': 'application/json'}
headers['Authorization'] = 'Bearer ' + webservice.get_keys()[0]
test_sample = json.dumps(data)
response = requests.post(webservice.scoring_uri,
data=test_sample,
headers=headers)
if response.status_code != 200:
raise Exception(
'The service return non-success status code: {}'.format(
response.status_code))
if response.json() != test_sample:
raise Exception('The scoring result is incorrect: {}'.format(
response.json()))
def call_web_service(e, service_type, service_name):
aml_workspace = Workspace.get(name=e.workspace_name,
subscription_id=e.subscription_id,
resource_group=e.resource_group)
print("Fetching service")
headers = {}
if service_type == "ACI":
service = AciWebservice(aml_workspace, service_name)
else:
service = AksWebservice(aml_workspace, service_name)
if service.auth_enabled:
service_keys = service.get_keys()
headers['Authorization'] = 'Bearer ' + service_keys[0]
print("Testing service")
print(". url: %s" % service.scoring_uri)
output = call_web_app(service.scoring_uri, headers)
return output
