Terraform Provider for Azure Machine Learning

Terraform provider for configuring Azure Machine Learning Workspaces.

Documentation available here.

Disclaimer

This Terraform provider relies on Azure ML REST APIs which at the time of writing (26-02-2022) are still in preview and could thus introduce breaking changes from one release to another. As such, it is possible that some features of the provider will stop working properly subsequently to Azure updates.

It also likely that once that a stable version of Azure ML APIs will be released the features offered by this provider will be included in the official azurerm provider developed by Hashicorp. Once that happens, this repository will not be maintained anymore.

Usage examples

Initialize the provider

terraform {
  required_providers {
    azureml = {
      source  = "registry.terraform.io/orobix/azureml"
    }
  }
}

provider "azureml" {
  client_id       = var.client_id
  client_secret   = var.client_secret
  tenant_id       = var.tenant_id
  subscription_id = var.subscription_id
}

Configure a datastore

resource "azureml_datastore" "example" {
  resource_group_name = "rg-name"
  workspace_name      = "ws-name"
  name                = "example"
  description         = "example"
  storage_type        = "AzureBlob"

  storage_account_name   = "example"
  storage_container_name = "example"

  auth {
    credentials_type = "ServicePrincipal"
    client_id        = var.client_id
    client_secret    = var.client_secret
    tenant_id        = var.tenant_id
  }
}

Provider development quickstart

Build the provider

make build

Install the provider on your local machine

make install

Generate the provider documentation

go generate

License

This project is licensed under the MIT License.

Copyright (c) 2021 Michele Zanotti.