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ryhud 2021-10-28 11:52:12 -04:00
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quickstart/301-machine-learning-hub-spoke-secure/readme.md
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@ -13,6 +13,8 @@ This configuration describes the minimal set of resources you require to get sta
| Terraform Resource Type | Description | | Terraform Resource Type | Description |
| - | - | | - | - |
| `azurerm_resource_group` | The resource group all resources get deployed into | | `azurerm_resource_group` | The resource group all resources get deployed into |
| `azurerm_bastion_host` | An Azure Bastion Instance to securely RDP/SSH into Virtual Machines deployed into the Virtual Network |
| `azurerm_windows_virtual_machine` | A Windows Data Science Virtual Machine used for connecting to the Azure Machine Learning workspace |
| `azurerm_application_insights` | An Azure Application Insights instance associated to the Azure Machine Learning workspace | | `azurerm_application_insights` | An Azure Application Insights instance associated to the Azure Machine Learning workspace |
| `azurerm_key_vault` | An Azure Key Vault instance associated to the Azure Machine Learning workspace | | `azurerm_key_vault` | An Azure Key Vault instance associated to the Azure Machine Learning workspace |
| `azurerm_storage_account` | An Azure Storage instance associated to the Azure Machine Learning workspace | | `azurerm_storage_account` | An Azure Storage instance associated to the Azure Machine Learning workspace |
@ -26,6 +28,8 @@ This configuration describes the minimal set of resources you require to get sta
| `azurerm_machine_learning_compute_instance` | An Azure Machine Learning compute instance a single-node managed compute. | | `azurerm_machine_learning_compute_instance` | An Azure Machine Learning compute instance a single-node managed compute. |
| `azurerm_machine_learning_compute_cluster` | An Azure Machine Learning compute cluster as multi-node shared and managed compute. | | `azurerm_machine_learning_compute_cluster` | An Azure Machine Learning compute cluster as multi-node shared and managed compute. |
| `azurerm_network_security_group` | Network security group with required inbound and outbound rules for Azure Machine Learning. | | `azurerm_network_security_group` | Network security group with required inbound and outbound rules for Azure Machine Learning. |
| `azurerm_firewall` | An Azure firewall instance used for egress traffic on the Virtual Network. |
| `azurerm_public_ip` | A public IP resource used for the Azure Firewall. |
## Variables ## Variables
@ -38,8 +42,14 @@ This configuration describes the minimal set of resources you require to get sta
| training_subnet_address_space | Address space of the training subnet | ["10.0.1.0/24"] | | training_subnet_address_space | Address space of the training subnet | ["10.0.1.0/24"] |
| aks_subnet_address_space | Address space of the aks subnet | ["10.0.2.0/23"] | | aks_subnet_address_space | Address space of the aks subnet | ["10.0.2.0/23"] |
| ml_subnet_address_space | Address space of the ML workspace subnet | ["10.0.0.0/24"] | | ml_subnet_address_space | Address space of the ML workspace subnet | ["10.0.0.0/24"] |
| vnet_hub_address_space | Address space of the Hub virtual network | ["10.1.0.0/16"] |
| jumphost_subnet_address_space | Address space of the Jumphost subnet | ["10.1.2.0/24"] |
| bastion_subnet_address_space | Address space of the bastion subnet | ["10.1.3.0/24"] |
| firewall_subnet_address_space | Address space of the Az Fiewall subnet | ["10.1.4.0/24"] |
| image_build_compute_name | Name of the compute cluster to be created and configured for building docker images (Azure ML Environments) | image-builder | | image_build_compute_name | Name of the compute cluster to be created and configured for building docker images (Azure ML Environments) | image-builder |
| dsvm_name | Name of the Windows Data Science VM resource | vmdsvm01 |
| dsvm_admin_username | Admin username of the Windows Data Science VM | azureadmin |
| dsvm_host_password | Password for the admin username of the Data Science VM | - |
## Usage ## Usage