DataScienceVM/Scripts/AzureML/CreateUbuntuDSVMWithMSI.json

{
    "$schema": "https://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
    "contentVersion": "1.0.0.0",
    "parameters": {
        "adminUsername": {
            "type": "string",
            "metadata": {
                "description": "Username for the Virtual Machine."
            }
        },
        "adminPassword": {
            "type": "securestring",
            "metadata": {
                "description": "Password for the Virtual Machine."
            }
        },
        "numberOfInstances": {
            "type": "int",
            "defaultValue": 1,
            "metadata": {
                "description": "Number of VMs to deploy."
            }
        },
        "loc": {
            "type": "string",
            "defaultValue": "[resourceGroup().location]",
            "metadata": {
                "description": "Region to deploy."
            }
        },	    
        "vmName": {
            "type": "string",
            "metadata": {
                "description": "Name Prefix for the Virtual Machine."
            }
        },
        "vmSize": {
            "type": "string",
            "defaultValue": "Standard_NC6",
            "metadata": {
                "description": "Size for the Virtual Machine."
            }
        }
    },
    "variables": {
        "location": "[parameters('loc')]",
        "Contributor": "[concat('/subscriptions/', subscription().subscriptionId, '/providers/Microsoft.Authorization/roleDefinitions/', 'b24988ac-6180-42a0-ab88-20f7382dd24c')]",	    
        "numberOfInstances": "[int(parameters('numberOfInstances'))]",
        "imagePublisher": "microsoft-dsvm",
        "imageOffer": "linux-data-science-vm-ubuntu",        
        "OSDiskName": "osdiskforlinuxsimple",
        "DataDiskName": "datadiskforlinuxsimple",        
        "sku": "linuxdsvmubuntu",
        "nicName": "[parameters('vmName')]",
        "addressPrefix": "10.0.0.0/16",
        "subnetName": "Subnet",
        "subnetPrefix": "10.0.0.0/24",
        "storageAccountType": "Standard_LRS",
        "publicIPAddressType": "Dynamic",
        "publicIPAddressName": "[parameters('vmName')]",
        "vmStorageAccountContainerName": "vhds",
        "vmName": "[parameters('vmName')]",
        "vmSize": "[parameters('vmSize')]",
        "virtualNetworkName": "[parameters('vmName')]",
        "nsgName": "[concat(parameters('vmName'),'-nsg')]",
        "nsgId": "[resourceId(resourceGroup().name, 'Microsoft.Network/networkSecurityGroups', variables('nsgName'))]",   
        "vnetID": "[resourceId('Microsoft.Network/virtualNetworks',variables('virtualNetworkName'))]",
        "subnetRef": "[concat(variables('vnetID'),'/subnets/',variables('subnetName'))]"
    },
    "resources": [
		{
            "apiVersion": "2018-02-01",
            "type": "Microsoft.Network/networkSecurityGroups",
            "location": "[variables('location')]",
            "name": "[variables('nsgName')]",
            "properties": {
                "securityRules": [
                    {
                        "name": "Allow-SSH-Jupyterhub",
                        "properties": {
                            "protocol": "Tcp",
                            "sourcePortRange": "*",
                            "sourceAddressPrefix": "*",
                            "destinationAddressPrefix": "*",
                            "access": "Allow",
                            "priority": 100,
                            "direction": "Inbound",
                            "sourcePortRanges": [],
                            "destinationPortRanges": [
                                "22",
                                "8000"
                            ],
                            "destinationPortRange": ""
                        }
                    }
                ]
            }
        },        
        {
            "apiVersion": "2015-05-01-preview",
            "type": "Microsoft.Network/publicIPAddresses",
            "name": "[concat(variables('publicIPAddressName'), copyindex())]",
            "location": "[variables('location')]",
            "copy": {
                "name": "publicIPLoop",
                "count": "[variables('numberOfInstances')]"
            },
            "properties": {
                "publicIPAllocationMethod": "[variables('publicIPAddressType')]",
                "dnsSettings": {
                    "domainNameLabel": "[concat(variables('publicIPAddressName'), copyindex())]"
                }
            }
        },
        {
            "apiVersion": "2015-05-01-preview",
            "type": "Microsoft.Network/virtualNetworks",
            "name": "[variables('virtualNetworkName')]",
            "location": "[variables('location')]",
            "dependsOn": [
                "[concat('Microsoft.Network/networkSecurityGroups/', variables('nsgName'))]"
              ],    
            "properties": {
                "addressSpace": {
                    "addressPrefixes": [
                        "[variables('addressPrefix')]"
                    ]
                },
                "subnets": [
                    {
                        "name": "[variables('subnetName')]",
                        "properties": {
                            "addressPrefix": "[variables('subnetPrefix')]",
                            "networkSecurityGroup": {
                                "id": "[variables('nsgId')]"
                           }
                        }
                    }
                ]
            }
        },
        {
            "apiVersion": "2015-05-01-preview",
            "type": "Microsoft.Network/networkInterfaces",
            "name": "[concat(variables('nicName'), copyindex())]",
            "location": "[variables('location')]",
            "copy": {
                "name": "nicLoop",
                "count": "[variables('numberOfInstances')]"
            },
            "dependsOn": [
                "[concat('Microsoft.Network/publicIPAddresses/', concat(variables('publicIPAddressName'),copyindex()))]",
                "[concat('Microsoft.Network/virtualNetworks/', variables('virtualNetworkName'))]"
            ],
            "properties": {
                "ipConfigurations": [
                    {
                        "name": "ipconfig1",
                        "properties": {
                            "privateIPAllocationMethod": "Dynamic",
                            "publicIPAddress": {
                                "id": "[resourceId('Microsoft.Network/publicIPAddresses',concat(variables('publicIPAddressName'),copyindex()))]"
                            },
                            "subnet": {
                                "id": "[variables('subnetRef')]"
                            }
                        }
                    }
                ]
            }
        },
        {
          "apiVersion": "2017-09-01",
          "type": "Microsoft.Authorization/roleAssignments",
          "name": "[guid(concat(variables('vmName'), '-ra-', copyindex()))]",
          "copy": {
            "name": "roleLoop",
            "count": "[variables('numberOfInstances')]"
          },          
          "properties": {
                "roleDefinitionId": "[variables('Contributor')]",
                "principalId": "[reference(concat(resourceId('Microsoft.Compute/virtualMachines/', concat(variables('vmName'), copyindex())),'/providers/Microsoft.ManagedIdentity/Identities/default'),'2015-08-31-PREVIEW').principalId]",
                "scope": "[resourceGroup().id]"
          },
          "dependsOn": [
            "[concat('Microsoft.Compute/virtualMachines/', variables('vmName'),copyindex())]"
          ]        
        },	    
        {
            "apiVersion": "2018-06-01",
            "type": "Microsoft.Compute/virtualMachines",
            "name": "[concat(variables('vmName'), copyIndex())]",
            "location": "[variables('location')]",
            "identity": {
                "type": "SystemAssigned"
              },
            "copy": {
                "name": "virtualMachineLoop",
                "count": "[variables('numberOfInstances')]"
            },
            "tags": {
                "Application": "AzureML"
            },
            "dependsOn": [
                "[concat('Microsoft.Network/networkInterfaces/', variables('nicName'), copyindex())]"
            ],
            "properties": {
                "hardwareProfile": {
                    "vmSize": "[variables('vmSize')]"
                },
                "osProfile": {
                    "computerName": "[concat(variables('vmName'), copyIndex())]",
                    "adminUsername": "[parameters('adminUsername')]",
                    "adminPassword": "[parameters('adminPassword')]"
                },
                "storageProfile": {
                    "imageReference": {
                        "publisher": "[variables('imagePublisher')]",
                        "offer": "[variables('imageOffer')]",
                        "sku": "[variables('sku')]",
                        "version": "latest"
                    },
                    "osDisk": {
                        "managedDisk": {
                            "storageAccountType": "Standard_LRS"           
                          },
                        "createOption": "FromImage"
                    },
                    "dataDisks": [
                        {
                            "managedDisk": {
                                "storageAccountType": "Standard_LRS"           
                              },
                            "createOption": "FromImage",
                            "lun": 0
                        }
                    ]              
                },
                "networkProfile": {
                    "networkInterfaces": [
                        {
                            "id": "[resourceId('Microsoft.Network/networkInterfaces',concat(variables('nicName'), copyindex()))]"
                        }
                    ]
                },
                "diagnosticsProfile": {
                    "bootDiagnostics": {
                        "enabled": false
                    }
                }
            }			
        }
    ],
    "outputs": {
        "firstDataScienceVmUrl": { "type": "string", "value": "[concat('https://ms.portal.azure.com/#resource/subscriptions/', subscription().subscriptionId, '/resourceGroups/', resourceGroup().name, '/providers/Microsoft.Compute/virtualMachines/', variables('vmName'), '0')]" },
        "numInstances": { "type": "int", "value": "[parameters('numberOfInstances')]" }
    }
}