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updating 201 AML

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This commit is contained in:
ryhud
2021-09-14 17:37:10 -04:00
parent 38e62ab0ce
commit 40caddf47c
5 changed files with 223 additions and 14 deletions
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45
quickstart/201-machine-learning-moderately-secure/workspace.tf
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@ -12,7 +12,7 @@ resource "azurerm_key_vault" "default" {
resource_group_name = azurerm_resource_group.default.name
tenant_id = data.azurerm_client_config.current.tenant_id
sku_name = "premium"
purge_protection_enabled = false
purge_protection_enabled = true
network_acls {
default_action = "Deny"
@ -61,7 +61,7 @@ resource "azurerm_private_endpoint" "kv_ple" {
name = "ple-${var.name}-${var.environment}-kv"
location = azurerm_resource_group.default.location
resource_group_name = azurerm_resource_group.default.name
subnet_id = azurerm_subnet.mlsubnet.id
subnet_id = azurerm_subnet.ml-subnet.id
private_dns_zone_group {
name = "private-dns-zone-group"
@ -80,7 +80,7 @@ resource "azurerm_private_endpoint" "st_ple_blob" {
name = "ple-${var.name}-${var.environment}-st-blob"
location = azurerm_resource_group.default.location
resource_group_name = azurerm_resource_group.default.name
subnet_id = azurerm_subnet.mlsubnet.id
subnet_id = azurerm_subnet.ml-subnet.id
private_dns_zone_group {
name = "private-dns-zone-group"
@ -99,7 +99,7 @@ resource "azurerm_private_endpoint" "storage_ple_file" {
name = "ple-${var.name}-${var.environment}-st-file"
location = azurerm_resource_group.default.location
resource_group_name = azurerm_resource_group.default.name
subnet_id = azurerm_subnet.mlsubnet.id
subnet_id = azurerm_subnet.ml-subnet.id
private_dns_zone_group {
name = "private-dns-zone-group"
@ -118,7 +118,7 @@ resource "azurerm_private_endpoint" "cr_ple" {
name = "ple-${var.name}-${var.environment}-cr"
location = azurerm_resource_group.default.location
resource_group_name = azurerm_resource_group.default.name
subnet_id = azurerm_subnet.mlsubnet.id
subnet_id = azurerm_subnet.ml-subnet.id
private_dns_zone_group {
name = "private-dns-zone-group"
@ -137,7 +137,7 @@ resource "azurerm_private_endpoint" "mlw_ple" {
name = "ple-${var.name}-${var.environment}-mlw"
location = azurerm_resource_group.default.location
resource_group_name = azurerm_resource_group.default.name
subnet_id = azurerm_subnet.mlsubnet.id
subnet_id = azurerm_subnet.ml-subnet.id
private_dns_zone_group {
name = "private-dns-zone-group"
@ -153,5 +153,36 @@ resource "azurerm_private_endpoint" "mlw_ple" {
subresource_names = [ "amlworkspace" ]
is_manual_connection = false
}
}
#Compute cluster for image building https://docs.microsoft.com/en-us/azure/machine-learning/tutorial-create-secure-workspace#configure-image-builds
}
resource "azurerm_machine_learning_compute_cluster" "image-builder" {
name = "${var.image_build_compute_name}"
location = azurerm_resource_group.default.location
vm_priority = "LowPriority"
vm_size = "Standard_DS2_v2"
machine_learning_workspace_id = azurerm_machine_learning_workspace.default.id
subnet_resource_id = azurerm_subnet.training-subnet.id
scale_settings {
min_node_count = 0
max_node_count = 1
scale_down_nodes_after_idle_duration = "PT30S" # 30 seconds
}
identity {
type = "SystemAssigned"
}
}
# Update workspace for image-build-compute
resource "null_resource" "ws_image_build_compute"{
provisioner "local-exec" {
command = <<EOF
az ml workspace update --resource-group ${azurerm_resource_group.default.name} --workspace-name ${azurerm_machine_learning_workspace.default.name} --image-build-compute ${azurerm_machine_learning_compute_cluster.image-builder.name}
EOF
}
depends_on = [azurerm_machine_learning_compute_cluster.image-builder]
}