azureML.json

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "azureMLName": {
      "type": "string"
    },
    "location": {
      "type": "string"
    },
    "uniqueKey": {
      "type": "string"
    }
  },
  "variables": {
    "azureMLSku": "basic",
    "appInsights": "[resourceId('Microsoft.Insights/components', variables('appInsightsName'))]",
    "appInsightsName": "[concat('appInsights-', parameters('uniqueKey'))]",
    "keyVault": "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]",
    "keyVaultName": "[concat('keyVault-', parameters('uniqueKey'))]",
    "dataAccount": "[resourceId('Microsoft.Storage/storageAccounts', variables('dataAccountName'))]",
    "dataAccountName": "[concat('storage', parameters('uniqueKey'))]",
    "dataAccountType": "Standard_LRS"
  },
  "resources": [
    {
      "comments": "Application Insights for AzureML Workspace",
      "type": "Microsoft.Insights/components",
      "apiVersion": "2020-02-02-preview",
      "name": "[variables('appInsightsName')]",
      "location": "[if(or(equals(parameters('location'),'eastus2'), equals(parameters('location'),'westcentralus')),'southcentralus',parameters('location'))]",
      "kind": "web",
      "properties": {
        "Application_Type": "web"
      }
    },
    {
      "comments": "KeyVault for AzureML Workspace",
      "type": "Microsoft.KeyVault/vaults",
      "apiVersion": "2019-09-01",
      "name": "[variables('keyVaultName')]",
      "location": "[parameters('location')]",
      "properties": {
        "accessPolicies": [],
        "enableSoftDelete": true,
        "softDeleteRetentionInDays": 30,
        "sku": {
          "family": "A",
          "name": "standard"
        },
        "tenantId": "[subscription().tenantId]"
      }
    },
    {
      "comments": "Storage account for AzureML Workspace",
      "type": "Microsoft.Storage/storageAccounts",
      "apiVersion": "2019-06-01",
      "name": "[variables('dataAccountName')]",
      "location": "[parameters('location')]",
      "sku": {
        "name": "[variables('dataAccountType')]"
      },
      "kind": "StorageV2",
      "properties": {
        "encryption": {
          "keySource": "Microsoft.Storage",
          "services": {
            "blob": {
              "enabled": true
            },
            "file": {
              "enabled": true
            }
          }
        },
        "supportsHttpsTrafficOnly": true
      }
    },
    {
      "comments": "AzureML Workspace",
      "type": "Microsoft.MachineLearningServices/workspaces",
      "apiVersion": "2020-06-01",
      "name": "[parameters('azureMLName')]",
      "location": "[parameters('location')]",
      "sku": {
        "name": "[variables('azureMLSku')]",
        "tier": "[variables('azureMLSku')]"
      },
      "dependsOn": [
        "[variables('appInsights')]",
        "[variables('dataAccount')]",
        "[variables('keyVault')]"
      ],
      "properties": {
        "applicationInsights": "[variables('appInsights')]",
        "friendlyName": "[parameters('azureMLName')]",
        "keyVault": "[variables('keyVault')]",
        "storageAccount": "[variables('dataAccount')]"
      },
      "identity": {
        "type": "SystemAssigned"
      }
    }
  ],
  "outputs": {
    "resourceId": {
      "type": "string",
      "value": "[resourceId('Microsoft.MachineLearningServices/workspaces', parameters('azureMLName'))]"
    },
    "keyVaultName": {
      "type": "string",
      "value": "[variables('keyVaultName')]"
    }
  }
}