deployy1.json

{
  "$schema": "http://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {

    "adminUsername": {
      "type": "string"
    },
    "adminPassword": {
      "type": "securestring"
    },
    "AzureUserName": {
      "type": "string"
    },
    "AzurePassword": {
      "type": "securestring"
    },
    "ODLID": {
      "type": "string"
    },
    "DeploymentID": {
      "type": "string"
    },
    "InstallCloudLabsShadow": {
      "type": "string",
      "defaultValue": "yes",
      "allowedValues": [
        "yes",
        "no"
      ]
    },
    "trainerUserName": {
      "type": "string"
    },
    "trainerUserPassword": {
      "type": "string"
    },
    "pricingTier": {
      "type": "string",
      "defaultValue": "premium",
      "allowedValues": [
        "standard",
        "premium"
      ],
      "metadata": {
        "description": "The pricing tier of workspace."
      }
    },
    "amlWorkspaceName": {
      "type": "string",
      "metadata": {
        "description": "AML Workspace name."
      }
    },
    "location": {
      "type": "string",
      "defaultValue": "[resourceGroup().location]",
      "metadata": {
        "description": "Location for all resources."
      }
    },
    "amlWorkspaceSKU": {
      "type": "string",
      "defaultValue": "enterprise",
      "allowedValues": [
        "basic",
        "enterprise"
      ],
      "metadata": {
        "description": "Specifies the sku, also referred as 'edition' of the Azure Machine Learning workspace."
      }
    },
    "sshAccess": {
      "type": "string",
      "defaultValue": "Disabled",
      "allowedValues": [
        "Disabled",
        "Enabled"
      ],
      "metadata": {
        "description": "Specifies whether SSH access should be enabled for compute instance"
      }
    },
    "azuserobjectid": {
      "type": "string"
    }
  },
  "variables": {
    "subscriptionid": "[subscription().subscriptionId]",
    "cloudlabsCommon": "[concat(' -AzureUserName ', parameters('AzureUserName'), ' -AzurePassword ', parameters('AzurePassword'), ' -AzureTenantID ', variables('AzureTenantID'), ' -AzureSubscriptionID ', variables('AzureSubscriptionID'), ' -ODLID ', parameters('ODLID'), ' -DeploymentID ', parameters('DeploymentID'),' -InstallCloudLabsShadow ', parameters('InstallCloudLabsShadow'))]",
    "Enable-CloudLabsEmbeddedShadow": "[concat(' -vmAdminUsername ', parameters('adminUsername'), ' -trainerUserName ', parameters('trainerUserName'), ' -trainerUserPassword ', parameters('trainerUserPassword'))]",
    "AzureSubscriptionID": "[subscription().subscriptionId]",
    "AzureTenantID": "[subscription().tenantId]",
    "location": "[resourceGroup().location]",
    "rgName": "[resourceGroup().name]",
    "networkInterfaceName": "[concat(variables('prefix'), '-nic')]",
    "networkSecurityGroupName": "[concat(variables('prefix'), '-nsg')]",
    "prefix": "vm",
    "publicIpAddressDNSName": "[concat(variables('prefix'), uniqueString(resourceGroup().id))]",
    "publicIpAddressName": "[concat(variables('prefix'), '-pip')]",
    "subnetName": "default",
    "subnetRef": "[resourceId('Microsoft.Network/virtualNetworks/subnets/',variables('virtualNetworkName'), variables('subnetName'))]",
    "virtualMachineSize": "Standard_DS2_v2",
    "virtualNetworkName": "vNet",
    "vmName": "[concat('LabVM-',parameters('DeploymentID'))]",
    "amlworkspacename": "[concat(parameters('amlWorkspaceName'),parameters('DeploymentID'))]",
    "machineLearningApiVersion": "2018-11-19",
    "newStorageAccountName": "[concat('solution',parameters('DeploymentID'))]",
    "newStorageAccountType": "Standard_LRS",
    "storageApiVersion": "2016-12-01",
    "appInsightsApiVersion": "2015-05-01",
    "appInsightsName": "[concat('solutionappinsight',parameters('DeploymentID'))]",
    "appInsightsKind": "web",
    "appInsightsType": "web",
    "keyVaultApiVersion": "2015-06-01",
    "keyVaultName": "[concat('solutionkeyvault',parameters('DeploymentID'))]",
    "keyVaultTenant": "[subscription().tenantId]",
    "subscriptionid": "[subscription().subscriptionId]",
    "computeInstanceName": "[concat('notebook',parameters('DeploymentID'))]",
    "AzureTenantID": "[subscription().tenantId]",
    "computeInstancesName": "[concat(variables('amlworkspacename'), '/', variables('computeInstanceName'))]"
  },
  "resources": [
    {
      "apiVersion": "2016-09-01",
      "name": "pid-e843308b-3ce2-42a2-b743-2f21b36a5e68",
      "type": "Microsoft.Resources/deployments",
      "properties": {
        "mode": "Incremental",
        "template": {
          "$schema": "https://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
          "contentVersion": "1.0.0.0",
          "resources": []
        }
      }
    },
    {
      "name": "[variables('vmName')]",
      "type": "Microsoft.Compute/virtualMachines",
      "apiVersion": "2019-07-01",
      "location": "[variables('location')]",
      "dependsOn": [
        "[concat('Microsoft.Network/networkInterfaces/', variables('networkInterfaceName'))]"
      ],
      "properties": {
        "hardwareProfile": {
          "vmSize": "[variables('virtualMachineSize')]"
        },
        "storageProfile": {
          "imageReference": {
            "id": "/subscriptions/32db861e-a593-4eca-bf25-0d5f247b29df/resourceGroups/aec-mgmt-rg/providers/Microsoft.Compute/galleries/sharedImageGallery/images/manymodels/versions/0.0.1"
          },
          "osDisk": {
            "createOption": "fromImage",
            "name": "[concat(variables('vmName'), '-osdisk')]",
            "managedDisk": {
              "storageAccountType": "Standard_LRS"
            }
          },
          "dataDisks": []
        },
        "networkProfile": {
          "networkInterfaces": [
            {
              "id": "[resourceId('Microsoft.Network/networkInterfaces', variables('networkInterfaceName'))]"
            }
          ]
        }
      }
    },
    {
      "type": "Microsoft.Compute/virtualMachines/extensions",
      "name": "[concat(variables('vmName'),'/', 'winExtension')]",
      "apiVersion": "2019-07-01",
      "location": "[resourceGroup().location]",
      "comments": "Script",
      "tags": {
        "displayName": "VM Extension"
      },
      "dependsOn": [
        "[concat('Microsoft.Compute/virtualMachines/', variables('vmName'))]",
        "[concat('Microsoft.MachineLearningServices/workspaces/', variables('amlworkspacename'), '/computes/', variables('computeInstanceName'))]"
      ],
      "properties": {
        "publisher": "Microsoft.Compute",
        "type": "CustomScriptExtension",
        "typeHandlerVersion": "1.8",
        "autoUpgradeMinorVersion": true,
        "settings": {
          "fileUris": [
            "https://experienceazure.blob.core.windows.net/templates/cloudlabs-common/cloudlabs-windows-functions.ps1",
            "https://experienceazure.blob.core.windows.net/templates/solution-accelerator-many-models-master/scripts/psscripts1.ps1"
          ]
        },
        "protectedSettings": {
          "commandToExecute": "[concat('powershell.exe -ExecutionPolicy Unrestricted -File solution-accelerator-many-models-master/scripts/psscripts1.ps1', variables('cloudlabsCommon'),variables('Enable-CloudLabsEmbeddedShadow'))]"
        }
      }
    },
    {
      "name": "[variables('virtualNetworkName')]",
      "type": "Microsoft.Network/virtualNetworks",
      "apiVersion": "2019-09-01",
      "location": "[variables('location')]",
      "properties": {
        "addressSpace": {
          "addressPrefixes": [
            "10.0.0.0/16"
          ]
        },
        "subnets": [
          {
            "name": "[variables('subnetName')]",
            "properties": {
              "addressPrefix": "10.0.0.0/24"
            }
          }
        ]
      }
    },
    {
      "name": "[variables('networkInterfaceName')]",
      "type": "Microsoft.Network/networkInterfaces",
      "apiVersion": "2019-07-01",
      "location": "[variables('location')]",
      "dependsOn": [
        "[concat('Microsoft.Network/virtualNetworks/', variables('virtualNetworkName'))]",
        "[concat('Microsoft.Network/publicIpAddresses/', variables('publicIpAddressName'))]",
        "[concat('Microsoft.Network/networkSecurityGroups/', variables('networkSecurityGroupName'))]"
      ],
      "properties": {
        "ipConfigurations": [
          {
            "name": "ipconfig1",
            "properties": {
              "subnet": {
                "id": "[variables('subnetRef')]"
              },
              "privateIPAllocationMethod": "Dynamic",
              "publicIpAddress": {
                "id": "[resourceId(resourceGroup().name,'Microsoft.Network/publicIpAddresses', variables('publicIpAddressName'))]"
              }
            }
          }
        ],
        "networkSecurityGroup": {
          "id": "[resourceId(resourceGroup().name, 'Microsoft.Network/networkSecurityGroups', variables('networkSecurityGroupName'))]"
        }
      }
    },
    {
      "name": "[variables('publicIpAddressName')]",
      "type": "Microsoft.Network/publicIpAddresses",
      "apiVersion": "2019-02-01",
      "location": "[variables('location')]",
      "properties": {
        "publicIpAllocationMethod": "Dynamic",
        "dnsSettings": {
          "domainNameLabel": "[variables('publicIpAddressDNSName')]"
        }
      }
    },
    {
      "name": "[variables('networkSecurityGroupName')]",
      "type": "Microsoft.Network/networkSecurityGroups",
      "apiVersion": "2019-02-01",
      "location": "[variables('location')]",
      "properties": {
        "securityRules": [
          {
            "name": "default-allow-rdp",
            "properties": {
              "priority": 1030,
              "protocol": "TCP",
              "access": "Allow",
              "direction": "Inbound",
              "sourceAddressPrefix": "*",
              "sourcePortRange": "*",
              "destinationAddressPrefix": "*",
              "destinationPortRange": "3389"
            }
          }
        ]
      }
    },
    {
      "type": "Microsoft.MachineLearningServices/workspaces",
      "name": "[variables('amlworkspacename')]",
      "apiVersion": "[variables('machineLearningApiVersion')]",
      "location": "[resourceGroup().location]",
      "identity": {
        "type": "systemAssigned"
      },
      "sku": {
        "tier": "[parameters('amlWorkspaceSKU')]",
        "name": "[parameters('amlWorkspaceSKU')]"
      },
      "properties": {
        "keyVault": "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]",
        "storageAccount": "[resourceId('Microsoft.Storage/storageAccounts', variables('newStorageAccountName'))]",
        "applicationInsights": "[resourceId('Microsoft.Insights/components', variables('appInsightsName'))]"
      },
      "dependsOn": [
        "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]",
        "[resourceId('Microsoft.Storage/storageAccounts', variables('newStorageAccountName'))]",
        "[resourceId('Microsoft.Insights/components', variables('appInsightsName'))]"
      ]
    },
    {
      "type": "Microsoft.MachineLearningServices/workspaces/computes",
      "apiVersion": "2021-07-01",
      "name": "[variables('computeInstancesName')]",
      "location": "[parameters('location')]",
      "dependsOn": [
        "[concat('Microsoft.MachineLearningServices/workspaces/', variables('amlworkspacename'))]"
      ],
      "properties": {
        "computeType": "ComputeInstance",
        "disableLocalAuth": true,
        "properties": {
          "VMSize": "Standard_DS2_v2",
          "applicationSharingPolicy": "Personal",
          "sshSettings": {
            "sshPublicAccess": "[parameters('sshAccess')]"
          },
          "computeInstanceAuthorizationType": "personal",
          "personalComputeInstanceSettings": {
            "assignedUser": {
              "objectId": "[parameters('azuserobjectid')]",
              "tenantId": "[variables('AzureTenantID')]"
            }
          }
        }
      }
    },
    {
      "type": "Microsoft.Storage/storageAccounts",
      "sku": {
        "name": "[variables('newStorageAccountType')]"
      },
      "kind": "Storage",
      "name": "[variables('newStorageAccountName')]",
      "apiVersion": "[variables('storageApiVersion')]",
      "location": "[resourceGroup().location]"
    },
    {
      "type": "Microsoft.KeyVault/vaults",
      "name": "[variables('keyVaultName')]",
      "apiVersion": "[variables('keyVaultApiVersion')]",
      "location": "[resourceGroup().location]",
      "properties": {
        "accessPolicies": [],
        "enabledForDeployment": true,
        "enabledForTemplateDeployment": true,
        "enabledForVolumeEncryption": true,
        "sku": {
          "name": "Standard",
          "family": "A"
        },
        "tenantId": "[variables('keyVaultTenant')]"
      }
    },
    {
      "type": "Microsoft.Insights/components",
      "kind": "[variables('appInsightsKind')]",
      "name": "[variables('appInsightsName')]",
      "apiVersion": "[variables('appInsightsApiVersion')]",
      "location": "[resourceGroup().location]",
      "properties": {
        "Application_Type": "[variables('appInsightsType')]"
      }
    }
  ],
  "outputs": {
    "LabVM DNS Name": {
      "value": "[reference(resourceId('Microsoft.Network/publicIPAddresses',variables('publicIpAddressName'))).dnsSettings.fqdn]",
      "type": "string"
    },
    "LabVM Admin Username": {
      "type": "string",
      "value": "[parameters('adminUsername')]"
    },
    "LabVM Admin Password": {
      "type": "string",
      "value": "[parameters('adminPassword')]"
    }
  }
}