azure ml infra

Author: brown9804

.gitignore

@@ -13,7 +13,6 @@ crash.*.log
 # password, private keys, and other secrets. These should not be part of version 
 # control as they are data points which are potentially sensitive and subject 
 # to change depending on the environment.
-*.tfvars
 *.tfvars.json
 
 # Ignore override files as they are usually used to override resources locally and so

infrastructure/azMachineLearning/src/.terraform.lock.hcl

@@ -0,0 +1,42 @@
+data "azurerm_client_config" "current" {}
+
+resource "azurerm_resource_group" "example" {
+  name     = "RGbrownML"
+  location = "East US 2"
+}
+
+resource "azurerm_application_insights" "example" {
+  name                = "wwsbrownai"
+  location            = azurerm_resource_group.example.location
+  resource_group_name = azurerm_resource_group.example.name
+  application_type    = "web"
+}
+
+resource "azurerm_key_vault" "example" {
+  name                = "wsbrownkeyvault"
+  location            = azurerm_resource_group.example.location
+  resource_group_name = azurerm_resource_group.example.name
+  tenant_id           = data.azurerm_client_config.current.tenant_id
+  sku_name            = "premium"
+}
+
+resource "azurerm_storage_account" "example" {
+  name                     = "wsbrownsa"
+  location                 = azurerm_resource_group.example.location
+  resource_group_name      = azurerm_resource_group.example.name
+  account_tier             = "Standard"
+  account_replication_type = "GRS"
+}
+
+resource "azurerm_machine_learning_workspace" "example" {
+  name                    = "wsbrownml"
+  location                = azurerm_resource_group.example.location
+  resource_group_name     = azurerm_resource_group.example.name
+  application_insights_id = azurerm_application_insights.example.id
+  key_vault_id            = azurerm_key_vault.example.id
+  storage_account_id      = azurerm_storage_account.example.id
+
+  identity {
+    type = "SystemAssigned"
+  }
+}

infrastructure/azMachineLearning/src/main.tf

@@ -0,0 +1,12 @@
+resource "azurerm_storage_account" "ml_storage" {
+  name                     = "mlstorageacct123"
+  resource_group_name      = azurerm_resource_group.ml_rg.name
+  location                 = azurerm_resource_group.ml_rg.location
+  account_tier             = "Standard"
+  account_replication_type = "LRS"
+}
+
+resource "azurerm_storage_container" "ml_container" {
+  name                  = "ml-artifacts"
+  container_access_type = "private"
+}

infrastructure/azMachineLearning/src/optional/remote-storage.tf

@@ -0,0 +1,31 @@
+output "client_config" {
+  value = {
+    client_id       = data.azurerm_client_config.current.client_id
+    tenant_id       = data.azurerm_client_config.current.tenant_id
+    subscription_id = data.azurerm_client_config.current.subscription_id
+  }
+}
+
+output "resource_group_name" {
+  value = azurerm_resource_group.example.name
+}
+
+output "application_insights_id" {
+  value = azurerm_application_insights.example.id
+}
+
+output "key_vault_id" {
+  value = azurerm_key_vault.example.id
+}
+
+output "storage_account_id" {
+  value = azurerm_storage_account.example.id
+}
+
+output "ml_workspace_id" {
+  value = azurerm_machine_learning_workspace.example.id
+}
+
+output "ml_workspace_name" {
+  value = azurerm_machine_learning_workspace.example.name
+}

infrastructure/azMachineLearning/src/outputs.tf

@@ -0,0 +1,19 @@
+# provider.tf
+# This file configures the Azure provider to interact with Azure resources.
+# It specifies the required provider and its version, along with provider-specific configurations.
+
+terraform {
+  required_version = ">= 1.8, < 2.0"
+  # Specify the required provider and its version
+  required_providers {
+    azurerm = {
+      source  = "hashicorp/azurerm"  # Source of the AzureRM provider
+      version = "~> 4.16.0"          # Version of the AzureRM provider
+    }
+  }
+}
+
+provider "azurerm" {
+  features {}                        # Enable all features for the AzureRM provider
+  subscription_id = var.subscription_id  # Add your subscription ID here
+}

infrastructure/azMachineLearning/src/provider.tf

@@ -0,0 +1,5 @@
+resource_group_name = "ml-platform-rg"
+location            = "eastus2"
+workspace_name      = "ml-workspace"
+compute_name        = "ml-compute-cluster"
+subscription_id     = "your-subscription_id"

infrastructure/azMachineLearning/src/terraform.tfvars

@@ -0,0 +1,29 @@
+# variables.tf
+# This file defines the input variables used in the Terraform configuration.
+# Each variable includes a description, type, and optional default value.
+
+variable "subscription_id" {
+  description = "The Azure subscription ID to use for the AzureRM provider."
+  type        = string
+}
+
+variable "resource_group_name" {
+  type        = string
+  description = "Name of the resource group"
+}
+
+variable "location" {
+  type        = string
+  description = "Azure region"
+  default     = "eastus"
+}
+
+variable "workspace_name" {
+  type        = string
+  description = "Name of the Azure ML workspace"
+}
+
+variable "compute_name" {
+  type        = string
+  description = "Name of the compute cluster"
+}