Merge pull request #4 from denniseik/feature/azureml-workspace-compute

Feature/azureml workspace compute

quickstart/101-machine-learning/main.tf

@@ -4,7 +4,7 @@ terraform {
   required_providers {
     azurerm = {
       source  = "hashicorp/azurerm"
-      version = "=2.56.0"
+      version = "=2.76.0"
     }
   }
 }

quickstart/101-machine-learning/workspace.tf

@@ -51,3 +51,32 @@ resource "azurerm_machine_learning_workspace" "default" {
     type = "SystemAssigned"
   }
 }
+
+# Compite Instance
+
+resource "azurerm_machine_learning_compute_instance" "compute_instance" {
+  name                          = "default-instance"
+  location                      = azurerm_resource_group.default.location
+  machine_learning_workspace_id = azurerm_machine_learning_workspace.default.id
+  virtual_machine_size          = "STANDARD_DS2_V2"    
+}
+
+# Compute Cluster
+
+resource "azurerm_machine_learning_compute_cluster" "compute" {
+  name                          = "default-compute"
+  location                      = azurerm_resource_group.default.location
+  machine_learning_workspace_id = azurerm_machine_learning_workspace.default.id
+  vm_priority                   = "Dedicated"
+  vm_size         = "STANDARD_DS2_V2"
+  identity {
+    type = "SystemAssigned"
+  }
+
+  scale_settings {
+    min_node_count                       = 0
+    max_node_count                       = 3
+    scale_down_nodes_after_idle_duration = "PT5M" # 30 seconds
+  }
+  
+}