databricks_and_storage.json

{
    "$schema": "https://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
    "contentVersion": "1.0.0.1",
    "parameters": {
        "location": {
            "type": "string",
            "defaultValue": "[resourceGroup().location]",
            "metadata": {
                "description": "Resources location."
            }
        },
        "dbWorkspaceName": {
            "type": "string",
            "defaultValue": "databricks-mlops-mlflow",
            "metadata": {
                "description": "The name of the Azure Databricks workspace to create."
            }
        },
        "dbTier": {
            "defaultValue": "standard",
            "type": "string",
            "allowedValues": [
                "standard",
                "premium"
            ],
            "metadata": {
                "description": "The pricing tier of Databricks workspace."
            }
        },
        "stgAccountName": {
            "type": "string",
            "defaultValue": "[concat('storage', uniqueString(parameters('location'), resourceGroup().id))]",
            "metadata": {
                "description": "Storage account name."
            }
        },
        "stgAccountType": {
            "type": "string",
            "defaultValue": "Standard_RAGRS",
            "metadata": {
                "description": "Storage account type."
            }
        },
        "stgKind": {
            "type": "string",
            "defaultValue": "StorageV2",
            "metadata": {
                "description": "Storage account kind."
            }
        },
        "stgAccessTier": {
            "type": "string",
            "defaultValue": "Cool",
            "metadata": {
                "description": "Storage account tier."
            }
        },
        "stgIsHnsEnabled": {
            "type": "bool",
            "defaultValue": true,
            "metadata": {
                "description": "Enable ADLS Gen2."
            }
        },
        "aiName": {
            "type": "string",
            "defaultValue": "[concat('ai', uniqueString(parameters('location'), resourceGroup().id))]",
            "metadata": {
                "description": "Application Insights name."
            }
        }
    },
    "variables": {
        "managedResourceGroupName": "[concat('databricks-rg-', parameters('dbWorkspaceName'), '-', uniqueString(parameters('dbWorkspaceName'), resourceGroup().id))]",
        "managedResourceGroupId": "[concat(subscription().id, '/resourceGroups/', variables('managedResourceGroupName'))]"
    },
    "resources": [
        {
            "type": "Microsoft.Databricks/workspaces",
            "apiVersion": "2018-04-01",
            "name": "[parameters('dbWorkspaceName')]",
            "location": "[parameters('location')]",
            "sku": {
                "name": "[parameters('dbTier')]"
            },
            "comments": "Please do not use an existing resource group for ManagedResourceGroupId.",
            "properties": {
                "ManagedResourceGroupId": "[variables('managedResourceGroupId')]",
                "parameters": {}
            },
            "dependsOn": [],
            "tags": {
                "Purpose": "Demo",
                "Project": "azure-databricks-mlops-mlflow"
            }
        },
        {
            "type": "Microsoft.Storage/storageAccounts",
            "apiVersion": "2019-06-01",
            "name": "[parameters('stgAccountName')]",
            "location": "[parameters('location')]",
            "properties": {
                "accessTier": "[parameters('stgAccessTier')]",
                "isHnsEnabled": "[parameters('stgIsHnsEnabled')]"
            },
            "dependsOn": [],
            "sku": {
                "name": "[parameters('stgAccountType')]"
            },
            "kind": "[parameters('stgKind')]",
            "tags": {
                "Purpose": "Demo",
                "Project": "azure-databricks-mlops-mlflow"
            }
        },
        {
            "type": "Microsoft.Insights/components",
            "apiVersion": "2020-02-02",
            "name": "[parameters('aiName')]",
            "location": "[parameters('location')]",
            "kind": "other",
            "tags": {
                "Purpose": "Demo",
                "Project": "azure-databricks-mlops-mlflow"
            },
            "properties": {
                "Application_Type": "web",
                "Flow_Type": "Bluefield",
                "Request_Source": "CustomDeployment"
            }
        }
    ],
    "outputs": {}
}