Support for Azure Machine Learning datastores

[Telemaco019]

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Description

It would be nice to have Terraform resources for managing Azure Machine Learning Workspace internal assets, especially datastores, since they are often linked to other Azure resources already managed by Terraform (e.g. Service Principals for authentication, Storage Accounts, databases etc.).

I've started developing a dedicated provider for configuring AML Workspaces (you can find it in my GitHub repos) which at the moment only supports datastore resources/datasources as shown below. If this feature is of interest, I would like to implement it in azurerm provider by adapting what I've developed so far for my custom provider.

New or Affected Resource(s)

• azurerm_machine_learning_datastore

Potential Terraform Configuration

Datastore resource

resource "azurerm_machine_learning_datastore" "example" {
  resource_group_name = "example"
  workspace_name      = "example"
  name                = "example"
  description         = "example"
  storage_type        = "AzureBlob"

  storage_account_name   = "example"
  storage_container_name = "example"

  auth  {
    credentials_type = "AzureDataLakeGen2"
    client_id        = "client-id"
    client_secret    = "client-secret"
    tenant_id        = "tenant-id"
  }
}

Datastore data sources

data "azurerm_machine_learning_datastores" "all_datastores" {
  resource_group_name = "example"
  workspace_name      = "example"
}
data "azurerm_machine_learning_datastore" "datastore_by_name" {
  resource_group_name = "example"
  workspace_name      = "example"
  name                = "example"
}

References

• Azure Machine Learning documentation
• REST APIs for managing datastores
• Azure Machine Learning Go SDK

[stephybun]

Closed by #20045, #19934, #19909

[tete17]

Hey @stephybun I may be getting this wrong but all the databases as datastores are missing

[stephybun]

@tete17 that may well be likely. As far as I know/can remember we're unable to support a generic azurerm_machine_learning_datastore resource, so the exact ask of this issue is a little vague. If there is a particular datastore missing that you'd like to have added I'd suggest opening another issue including the specific datastores that you'd like to have added.

[github-actions]

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