MLOpsPython/environment_setup/arm-templates/cloud-environment.json at master · aashishb/MLOpsPython · GitHub

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{
  "$schema": "https://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "baseName": {
      "type": "string",
      "maxLength": 10,
      "minLength": 3,
      "metadata": {
        "description": "The base name to use as prefix to create all the resources."
      }
    },
    "location": {
      "type": "string",
      "defaultValue": "eastus",
      "allowedValues": [
        "eastus",
        "eastus2",
        "southcentralus",
        "southeastasia",
        "westcentralus",
        "westeurope",
        "westus2"
      ],
      "metadata": {
        "description": "Specifies the location for all resources."
      }
    }
  },
  "variables": {
    "amlWorkspaceName": "[concat(parameters('baseName'),'-AML-WS')]",
    "storageAccountName": "[concat(toLower(parameters('baseName')), 'amlsa')]",
    "storageAccountType": "Standard_LRS",
    "keyVaultName": "[concat(parameters('baseName'),'-AML-KV')]",
    "tenantId": "[subscription().tenantId]",
    "applicationInsightsName": "[concat(parameters('baseName'),'-AML-AI')]",
    "containerRegistryName": "[concat(toLower(parameters('baseName')),'amlcr')]"
  },
  "resources": [
    {
      "type": "Microsoft.Storage/storageAccounts",
      "apiVersion": "2018-07-01",
      "name": "[variables('storageAccountName')]",
      "location": "[parameters('location')]",
      "sku": {
        "name": "[variables('storageAccountType')]"
      },
      "kind": "StorageV2",
      "properties": {
        "encryption": {
          "services": {
            "blob": {
              "enabled": true
            },
            "file": {
              "enabled": true
            }
          },
          "keySource": "Microsoft.Storage"
        },
        "supportsHttpsTrafficOnly": true
      }
    },
    {
      "type": "Microsoft.KeyVault/vaults",
      "apiVersion": "2018-02-14",
      "name": "[variables('keyVaultName')]",
      "location": "[parameters('location')]",
      "properties": {
        "tenantId": "[variables('tenantId')]",
        "sku": {
          "name": "standard",
          "family": "A"
        },
        "accessPolicies": []
      }
    },
    {
      "type": "Microsoft.Insights/components",
      "apiVersion": "2015-05-01",
      "name": "[variables('applicationInsightsName')]",
      "location": "[if(or(equals(parameters('location'),'eastus2'),equals(parameters('location'),'westcentralus')),'southcentralus',parameters('location'))]",
      "kind": "web",
      "properties": {
        "Application_Type": "web"
      }
    },
    {
      "type": "Microsoft.ContainerRegistry/registries",
      "apiVersion": "2017-10-01",
      "name": "[variables('containerRegistryName')]",
      "location": "[parameters('location')]",
      "sku": {
        "name": "Standard"
      },
      "properties": {
        "adminUserEnabled": true
      }
    },
    {
      "type": "Microsoft.MachineLearningServices/workspaces",
      "apiVersion": "2018-11-19",
      "name": "[variables('amlWorkspaceName')]",
      "location": "[parameters('location')]",
      "dependsOn": [
        "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]",
        "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]",
        "[resourceId('Microsoft.Insights/components', variables('applicationInsightsName'))]",
        "[resourceId('Microsoft.ContainerRegistry/registries', variables('containerRegistryName'))]"
      ],
      "identity": {
        "type": "systemAssigned"
      },
      "properties": {
        "friendlyName": "[variables('amlWorkspaceName')]",
        "keyVault": "[resourceId('Microsoft.KeyVault/vaults',variables('keyVaultName'))]",
        "applicationInsights": "[resourceId('Microsoft.Insights/components',variables('applicationInsightsName'))]",
        "containerRegistry": "[resourceId('Microsoft.ContainerRegistry/registries',variables('containerRegistryName'))]",
        "storageAccount": "[resourceId('Microsoft.Storage/storageAccounts/',variables('storageAccountName'))]"
      }
    }
  ]
}