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2021-09-20 15:51:03 -07:00
parent 2713f07c82
commit fdbb100df1
2 changed files with 39 additions and 2 deletions
--- a/quickstart/202-machine-learning-moderately-secure-existing-VNet/compute.tf
+++ b/quickstart/202-machine-learning-moderately-secure-existing-VNet/compute.tf
@ -0,0 +1,37 @@
+# Generate random string for unique compute instance name
+resource "random_string" "ci_prefix" {
+  length = 8
+  upper = false
+  special = false
+  number = false
+}
+
+# Compute instance
+resource "azurerm_machine_learning_compute_instance" "compute_instance" {
+  name                          = "${random_string.ci_prefix.result}instance"
+  location                      = azurerm_resource_group.default.location
+  machine_learning_workspace_id = azurerm_machine_learning_workspace.default.id
+  virtual_machine_size          = "STANDARD_DS2_V2"
+  subnet_resource_id            = var.training_subnet_resource_id
+}
+
+# Compute cluster
+resource "azurerm_machine_learning_compute_cluster" "compute" {
+  name                          = "cpu-cluster"
+  location                      = azurerm_resource_group.default.location
+  machine_learning_workspace_id = azurerm_machine_learning_workspace.default.id
+  vm_priority                   = "Dedicated"
+  vm_size                       = "STANDARD_DS2_V2"
+  subnet_resource_id            = var.training_subnet_resource_id
+  
+  identity {
+    type = "SystemAssigned"
+  }
+
+  scale_settings {
+    min_node_count                       = 0
+    max_node_count                       = 3
+    scale_down_nodes_after_idle_duration = "PT15M" # 15 minutes
+  }
+  
+}