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quickstart/101-machine-learning/compute.tf

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@@ -13,6 +13,7 @@ resource "azurerm_machine_learning_compute_cluster" "compute" {
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machine_learning_workspace_id = azurerm_machine_learning_workspace.default.id
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vm_priority = "Dedicated"
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vm_size = "STANDARD_DS2_V2"
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identity {
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type = "SystemAssigned"
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}

quickstart/101-machine-learning/workspace.tf

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@@ -13,7 +13,7 @@ resource "azurerm_key_vault" "default" {
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tenant_id = data.azurerm_client_config.current.tenant_id
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sku_name = "premium"
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purge_protection_enabled = true
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network_acls {
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default_action = "Deny"
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bypass = "AzureServices"
@@ -46,7 +46,7 @@ resource "azurerm_machine_learning_workspace" "default" {
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key_vault_id = azurerm_key_vault.default.id
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storage_account_id = azurerm_storage_account.default.id
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container_registry_id = azurerm_container_registry.default.id
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identity {
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type = "SystemAssigned"
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}

quickstart/201-machine-learning-moderately-secure/network.tf

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@@ -121,6 +121,7 @@ resource "azurerm_network_security_group" "nsg-training" {
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source_address_prefix = "BatchNodeManagement"
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destination_address_prefix = "*"
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}
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security_rule {
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name = "AzureMachineLearning"
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priority = 110
@@ -152,7 +153,7 @@ resource "azurerm_subnet_network_security_group_association" "nsg-aks-link" {
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# User Defined Routes
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# UDR for Compute instance and compute clusters
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# UDR for compute instance and compute clusters
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resource "azurerm_route_table" "rt-training" {
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name = "rt-training"
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location = azurerm_resource_group.default.location

quickstart/202-machine-learning-moderately-secure-existing-VNet/network.tf

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@@ -1,5 +1,4 @@
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# Network Security Groups
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resource "azurerm_network_security_group" "nsg-training" {
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name = "nsg-training"
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location = azurerm_resource_group.default.location
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source_address_prefix = "BatchNodeManagement"
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destination_address_prefix = "*"
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}
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security_rule {
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name = "AzureMachineLearning"
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priority = 110
@@ -49,7 +49,7 @@ resource "azurerm_subnet_network_security_group_association" "nsg-aks-link" {
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# User Defined Routes
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#UDR for Compute instance and compute clusters
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# UDR for Compute instance and compute clusters
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resource "azurerm_route_table" "rt-training" {
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name = "rt-training"
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location = azurerm_resource_group.default.location
@@ -84,8 +84,8 @@ resource "azurerm_subnet_route_table_association" "rt-training-link" {
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subnet_id = var.training_subnet_resource_id
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route_table_id = azurerm_route_table.rt-training.id
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}
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# Inferencing (AKS) Route
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# Inferencing (AKS) Route
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resource "azurerm_route_table" "rt-aks" {
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name = "rt-aks"
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location = azurerm_resource_group.default.location

quickstart/202-machine-learning-moderately-secure-existing-VNet/variables.tf

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@@ -21,7 +21,6 @@ variable "image_build_compute_name" {
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}
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# Existing subnets variables
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variable "training_subnet_resource_id" {
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type = string
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description = "Resource ID of the existing training subnet"
@@ -39,7 +38,6 @@ variable "ml_subnet_resource_id" {
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# Existing private DNS zones variables
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variable "privatelink_api_azureml_ms_resource_id" {
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type = string
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description = "Resource ID of the existing privatelink.api.azureml.ms private dns zone"

quickstart/301-machine-learning-highly-secure/readme.md

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