azurerm_machine_learning_synapse_spark

Manages the linked service to link an Azure Machine learning workspace to an Azure Synapse workspace.

Example Usage

data "azurerm_client_config" "current" {}

resource "azurerm_resource_group" "example" {
  name     = "example-rg"
  location = "west europe"
  tags = {
    "stage" = "example"
  }
}

resource "azurerm_application_insights" "example" {
  name                = "example-ai"
  location            = azurerm_resource_group.example.location
  resource_group_name = azurerm_resource_group.example.name
  application_type    = "web"
}

resource "azurerm_key_vault" "example" {
  name                     = "example-kv"
  location                 = azurerm_resource_group.example.location
  resource_group_name      = azurerm_resource_group.example.name
  tenant_id                = data.azurerm_client_config.current.tenant_id
  sku_name                 = "standard"
  purge_protection_enabled = true
}

resource "azurerm_storage_account" "example" {
  name                     = "examplesa"
  location                 = azurerm_resource_group.example.location
  resource_group_name      = azurerm_resource_group.example.name
  account_tier             = "Standard"
  account_replication_type = "LRS"
}

resource "azurerm_machine_learning_workspace" "example" {
  name                    = "example-mlw"
  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"
  }
}

resource "azurerm_storage_data_lake_gen2_filesystem" "example" {
  name               = "example"
  storage_account_id = azurerm_storage_account.example.id
}

resource "azurerm_synapse_workspace" "example" {
  name                                 = "example"
  resource_group_name                  = azurerm_resource_group.example.name
  location                             = azurerm_resource_group.example.location
  storage_data_lake_gen2_filesystem_id = azurerm_storage_data_lake_gen2_filesystem.example.id
  sql_administrator_login              = "sqladminuser"
  sql_administrator_login_password     = "H@Sh1CoR3!"

  identity {
    type = "SystemAssigned"
  }
}

resource "azurerm_synapse_spark_pool" "example" {
  name                 = "example"
  synapse_workspace_id = azurerm_synapse_workspace.example.id
  node_size_family     = "MemoryOptimized"
  node_size            = "Small"
  node_count           = 3
}

resource "azurerm_machine_learning_synapse_spark" "example" {
  name                          = "example"
  machine_learning_workspace_id = azurerm_machine_learning_workspace.example.id
  location                      = azurerm_resource_group.example.location
  synapse_spark_pool_id         = azurerm_synapse_spark_pool.example.id

  identity {
    type = "SystemAssigned"
  }
}

Arguments Reference

The following arguments are supported:



An identity block supports the following:

Attributes Reference

In addition to the Arguments listed above - the following Attributes are exported:


A identity block exports the following:

Timeouts

The timeouts block allows you to specify timeouts for certain actions:

Import

Machine Learning Synapse Sparks can be imported using the resource id, e.g.

terraform import azurerm_machine_learning_synapse_spark.example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1/computes/compute1