fixing workspace arm template (issue: 28980) (#35746)

* fixing sweep job service response parsing issue

* fixing sweep job service response parsing issue

* raising a work around for cmd job and spark job name lowering case

* fixing black issue

* fixing serialization issue in sweep job

* include black fix

* found and fix the issue in compute validation

* fixing a corrupt wokspace arm template

* removing unrelated changes

* deleting blank line

* adding a default tag to allow application insight as none

Author: achauhan-scc

sdk/ml/azure-ai-ml/azure/ai/ml/_arm_deployments/arm_templates/workspace_base.json

@@ -795,9 +795,8 @@
                 "description": "[parameters('description')]",
                 "storageAccount": "[variables('storageAccount')]",
                 "keyVault": "[variables('keyVault')]",
-                "applicationInsights": "[variables('applicationInsights')]",
                 "containerRegistry": "[if(not(equals(parameters('containerRegistryOption'), 'none')), variables('containerRegistry'), json('null'))]",
-                "applicationInsights": "[if(not(equals(parameters('applicationInsightsOption'), 'none')), variables('containerRegistry'), json('null'))]",
+                "applicationInsights": "[if(not(equals(parameters('applicationInsightsOption'), 'none')), variables('applicationInsights'), json('null'))]",
                 "hbiWorkspace": "[parameters('confidential_data')]",
                 "imageBuildCompute": "[parameters('imageBuildCompute')]",
                 "publicNetworkAccess": "[parameters('publicNetworkAccess')]",

sdk/ml/azure-ai-ml/azure/ai/ml/operations/_workspace_operations_base.py

@@ -148,6 +148,8 @@ def begin_create(
             workspace.tags = {}
         if workspace.tags.get("createdByToolkit") is None:
             workspace.tags["createdByToolkit"] = "sdk-v2-{}".format(VERSION)
+        if workspace.tags.get("AttachAppInsightsToWorkspace") is None:
+            workspace.tags["AttachAppInsightsToWorkspace"] = "false"
 
         workspace.resource_group = resource_group
         (