# Show output of the deployment on stdout
dev_service.wait_for_deployment(show_output=True)
print("State of Service: {}".format(dev_service.state))
# Checking status of web service
print("Checking status of ACI Dev Deployment")
if dev_service.state != "Healthy":
raise Exception(
"Dev Deployment on ACI failed with the following status: {} and logs: \n{}"
.format(dev_service.state, dev_service.get_logs()))
# Testing ACI web service
print("Testing ACI web service")
test_sample = test_functions.get_test_data_sample()
print("Test Sample: ", test_sample)
test_sample_encoded = bytes(test_sample, encoding='utf8')
try:
prediction = dev_service.run(input_data=test_sample)
print(prediction)
except Exception as e:
result = str(e)
logs = dev_service.get_logs()
dev_service.delete()
raise Exception(
"ACI Dev web service is not working as expected: \n{} \nLogs: \n{}".
format(result, logs))
# Delete aci after test
print("Deleting ACI Dev web service after successful test")
dev_service.delete()
print('{}(v.{} [{}]) stored at {} with build log {}'.format(
image.name, image.version, image.creation_state, image.image_location,
image.image_build_log_uri))
aciconfig = AciWebservice.deploy_configuration(
cpu_cores=1,
memory_gb=1,
tags={'area': "visual object classificiation"},
description='A sample description')
aci_service_name = 'aciwebservice' + datetime.datetime.now().strftime('%m%d%H')
try:
service = AciWebservice(ws, aci_service_name)
service.delete()
except Exception as e:
print(e)
pass
service = Webservice.deploy_from_image(deployment_config=aciconfig,
image=image,
name=aci_service_name,
workspace=ws)
service.wait_for_deployment()
# print(service.get_logs())
print('Deployed ACI Webservice: {} \nWebservice Uri: {}'.format(
service.name, service.scoring_uri))
