build: Making use of CLIAuthentication class to fetch the workspace. This is a new change from AML SDK. Requires that you have ran az login on the machine before you run the scripts under aml_service folder

Author: jainr

aml_service/00-WorkSpace.py

@@ -24,8 +24,9 @@
 POSSIBILITY OF SUCH DAMAGE.
 """
 from azureml.core import Workspace
-import os, json
+import os, json, sys
 import azureml.core
+from azureml.core.authentication import AzureCliAuthentication
 
 print("SDK Version:", azureml.core.VERSION)
 # print('current dir is ' +os.curdir)
@@ -36,12 +37,15 @@
 resource_group = config["resource_group"]
 subscription_id = config["subscription_id"]
 location = config["location"]
-# location = 'southcentralus'
+
+cli_auth = AzureCliAuthentication()
+
 try:
     ws = Workspace.get(
         name=workspace_name,
         subscription_id=subscription_id,
         resource_group=resource_group,
+        auth=cli_auth
     )
 
 except:
@@ -53,6 +57,8 @@
         resource_group=resource_group,
         # create_resource_group=True,
         location=location,
+        auth=cli_auth
+
     )
 
 # print Workspace details

aml_service/10-TrainOnLocal.py

@@ -29,9 +29,11 @@
 from azureml.core import Experiment
 from azureml.core import ScriptRunConfig
 import json
+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/15-EvaluateModel.py

@@ -29,10 +29,11 @@
 from azureml.core.model import Model
 import azureml.core
 from azureml.core import Run
-
+from azureml.core.authentication import AzureCliAuthentication
+cli_auth = AzureCliAuthentication()
 
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
 
 # Paramaterize the matrics on which the models should be compared
 

aml_service/20-RegisterModel.py

@@ -30,9 +30,11 @@
 from azureml.core.model import Model
 
 from azureml.core.runconfig import RunConfiguration
+from azureml.core.authentication import AzureCliAuthentication
+cli_auth = AzureCliAuthentication()
 
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
 
 # Get the latest evaluation result
 try:

aml_service/30-CreateScoringImage.py

@@ -27,9 +27,11 @@
 from azureml.core import Workspace
 from azureml.core.image import ContainerImage, Image
 from azureml.core.model import Model
+from azureml.core.authentication import AzureCliAuthentication
+cli_auth = AzureCliAuthentication()
 
 # Get workspace
-ws = Workspace.from_config()
+ws = Workspace.from_config(auth=cli_auth)
 
 # Get the latest model details