如何使用 terraform 资源提供程序创建 azure 机器学习资源？

Question

我想使用 terraform 脚本创建 azure 机器学习工作区。是否有任何 terraform 提供程序可以实现这一点。

Answer 1

While Charles gave some valid work around of this, I am working on creating those ML related resources for terraform-provider-azurerm. Please check this PR out: https://github.com/terraform-providers/terraform-provider-azurerm/pull/5696

Once this PR gets approved, merged and released, you will be able to create ML workspaces natively using terraform. Other ml related resources are also on schedule.

Answer 2

In the meantime Microsoft has added a Terraform resource for ML Workspace in the Azure Provider. This should make any custom scripting obsolete.

https://www.terraform.io/docs/providers/azurerm/r/machine_learning_workspace.html

resource "azurerm_machine_learning_workspace" "example" {
  name                    = "example-workspace"
  location                = azurerm_resource_group.example.location
  resource_group_name     = azurerm_resource_group.example.name
  application_insights_id = azurerm_application_insights.example.id
  key_vault_id            = azurerm_key_vault.example.id
  storage_account_id      = azurerm_storage_account.example.id

  identity {
    type = "SystemAssigned"
  }
}

Answer 3

As I know, Terraform does not provide the API in Azure providers to create Azure Machine Learning.

So in my experience, you can only achieve your purpose with the help of the Azure Template and Azure Tool such as Azure CLI in Terraform script.

If you use the Azure Template, then you can use the model azurerm_template_deployment to execute your template to create ML.

If you want to use the Azure CLI, then you can use the model null_resource to execute your CLI command locally. You can follow the steps here . And also here is the example for Terraform:

resource "null_resource" "cluster" {

  provisioner "local-exec" {
    # here is your CLI command to create the ML
    command = ""
  }
}

Answer 4

check this - https://www.terraform.io/docs/providers/azurerm/r/cognitive_account.html

but i think there is no direct module there you can check in official terraform docs - https://www.terraform.io/docs/providers/azurerm/