feat: updated the scripts to use CLI Auth

Author: praneet22

aml_service/01-Experiment.py

@@ -26,10 +26,11 @@
 import os
 from azureml.core import Experiment
 from azureml.core import Workspace
-
+from azureml.core.authentication import AzureCliAuthentication
+cli_auth = AzureCliAuthentication()
 
 def getExperiment():
-    ws = Workspace.from_config()
+    ws = Workspace.from_config(auth=cli_auth)
     script_folder = "."
     experiment_name = "devops-ai-demo"
     exp = Experiment(workspace=ws, name=experiment_name)

aml_service/02-AttachTrainingVM.py

@@ -33,10 +33,11 @@
 from azureml.core.compute import RemoteCompute
 from azureml.core.compute import DsvmCompute
 from azureml.core.compute_target import ComputeTargetException
-
+from azureml.core.authentication import AzureCliAuthentication
+cli_auth = AzureCliAuthentication()
 
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
 
 # Read the New VM Config
 with open("aml_config/security_config.json") as f:

aml_service/11-TrainOnLocalEnv.py

@@ -32,8 +32,11 @@
 from azureml.core import Experiment
 from azureml.core import ScriptRunConfig
 
+from azureml.core.authentication import AzureCliAuthentication
+cli_auth = AzureCliAuthentication()
+
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
 
 # Attach Experiment
 experiment_name = "devops-ai-demo"

aml_service/12-TrainOnVM.py

@@ -30,10 +30,12 @@
 from azureml.core.runconfig import RunConfiguration
 from azureml.core import ScriptRunConfig
 import azureml.core
+from azureml.core.authentication import AzureCliAuthentication
 
-
+cli_auth = AzureCliAuthentication()
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
+
 
 # Read the New VM Config
 with open("aml_config/security_config.json") as f:

aml_service/50-deployOnAci.py

@@ -30,12 +30,11 @@
 from azureml.core.image import Image
 from azureml.core.webservice import Webservice
 from azureml.core.webservice import AciWebservice
+from azureml.core.authentication import AzureCliAuthentication
 
+cli_auth = AzureCliAuthentication()
 # Get workspace
-ws = Workspace.from_config()
-
-
-# Get the Image to deploy details
+ws = Workspace.from_config(auth=cli_auth)# Get the Image to deploy details
 try:
     with open("aml_config/image.json") as f:
         config = json.load(f)

aml_service/51-deployOnAks.py

@@ -30,9 +30,11 @@
 from azureml.core.image import Image
 from azureml.core.compute import AksCompute, ComputeTarget
 from azureml.core.webservice import Webservice, AksWebservice
+from azureml.core.authentication import AzureCliAuthentication
 
+cli_auth = AzureCliAuthentication()
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
 
 # Get the Image to deploy details
 try:

aml_service/60-AciWebserviceTest.py

@@ -31,10 +31,11 @@
 from azureml.core.image import Image
 from azureml.core.webservice import Webservice
 from azureml.core.webservice import AciWebservice
+from azureml.core.authentication import AzureCliAuthentication
 
+cli_auth = AzureCliAuthentication()
 # Get workspace
-ws = Workspace.from_config()
-
+ws = Workspace.from_config(auth=cli_auth)
 # Get the ACI Details
 try:
     with open("aml_config/aci_webservice.json") as f:

aml_service/61-AksWebserviceTest.py

@@ -30,10 +30,11 @@
 from azureml.core.model import Model
 from azureml.core.image import Image
 from azureml.core.webservice import Webservice
+from azureml.core.authentication import AzureCliAuthentication
 
-
+cli_auth = AzureCliAuthentication()
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
 
 # Get the AKS Details
 try: