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machinelearningservices: workspace API isn't returning publicNetworkAccess #18601

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Description

Service: Machine Learning Services
API Version: 2021-07-01

Hello,

We want to expose the field publicNetworkAccess in the Terraform resource for Machine Learning Workspaces. Unfortunately this field isn't returned from the API regardless of whether it is set to Enabled or Disabled (example PUT and GET down below with IDs redacted). It also looks like setting this field doesn't do anything, when I inspect the workspace in the portal it still says that public network access is allowed for all networks.
image

Can you please update the API so that setting this field sets public network access properly and also that this field is returned by the API.

Thanks!

cc. @denniseik

PUT

{
  "identity": {
    "type": "SystemAssigned"
  },
  "location": "westeurope",
  "properties": {
    "allowPublicAccessWhenBehindVnet": true,
    "applicationInsights": ***,
    "containerRegistry": ***,
    "description": "Test machine learning workspace",
    "encryption": {
      "status": "Enabled",
      "identity": {},
      "keyVaultProperties": {
        "keyVaultArmId": ***,
        "keyIdentifier": ***
      }
    },
    "friendlyName": "test-workspace",
    "hbiWorkspace": true,
    "imageBuildCompute": "terraformCompute",
    "keyVault": ***,
    "publicNetworkAccess": "Enabled",
    "storageAccount": ***
  },
  "sku": {
    "name": "Basic",
    "tier": "Basic"
  },
  "tags": {
    "ENV": "Test"
  }
}

GET

{
  "id": ***,
  "name": "acctest-MLW-2204071344164086",
  "type": "Microsoft.MachineLearningServices/workspaces",
  "location": "westeurope",
  "tags": {
    "ENV": "Test"
  },
  "etag": null,
  "properties": {
    "friendlyName": "test-workspace",
    "description": "Test machine learning workspace",
    "storageAccount": ***,
    "keyVault": ***,
    "applicationInsights": ***,
    "hbiWorkspace": true,
    "tenantId": ***,
    "imageBuildCompute": "terraformCompute",
    "provisioningState": "Succeeded",
    "containerRegistry": ***,
    "notebookInfo": {
      "resourceId": "72c7e7d8d62c4eca8e558cb7e45cf9e0",
      "fqdn": "ml-acctest-mlw--westeurope-941a184a-d1eb-4694-88ba-55126f8e17e0.notebooks.azure.net",
      "isPrivateLinkEnabled": false,
      "notebookPreparationError": null
    },
    "serviceProvisionedResourceGroup": ***,
    "serviceManagedResourcesSettings": {
      "cosmosDb": {
        "collectionsThroughput": 8000
      }
    },
    "storageHnsEnabled": false,
    "workspaceId": "941a184a-d1eb-4694-88ba-55126f8e17e0",
    "linkedModelInventoryArmId": null,
    "privateLinkCount": 0,
    "allowPublicAccessWhenBehindVnet": true,
    "discoveryUrl": "https://westeurope.api.azureml.ms/discovery",
    "mlFlowTrackingUri": ***,
    "sdkTelemetryAppInsightsKey": ***,
    "encryption": {
      "status": "Enabled",
      "identity": {
        "userAssignedIdentity": null
      },
      "keyVaultProperties": {
        "keyIdentifier": ***,
        "identityClientId": null,
        "keyVaultArmId": ***
      },
      "cosmosDbResourceId": ***,
      "storageAccountResourceId": ***,
      "searchAccountResourceId": ***
    }
  },
  "identity": {
    "type": "SystemAssigned",
    "principalId": "5eac07d7-047c-4986-bb08-e38681b664a9",
    "tenantId": "26e25406-6564-4a26-98ee-c71ba03235ad"
  },
  "sku": {
    "name": "Basic",
    "tier": "Basic"
  },
  "systemData": {
    "createdAt": "2022-04-07T11:47:39.9199045Z",
    "createdBy": "af46c99c-71b9-47cf-84f7-4f303c7596a1",
    "createdByType": "Application",
    "lastModifiedAt": "2022-04-07T11:47:39.9199045Z",
    "lastModifiedBy": "af46c99c-71b9-47cf-84f7-4f303c7596a1",
    "lastModifiedByType": "Application"
  }
}
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