analytics/machine_learning¶

Overview¶

This page documents the Terraform module implementation, key configuration surfaces, and how it integrates with CAF.

Dependency diagram (Mermaid)¶

graph TD azurecaf_name.ws["azurecaf_name.ws"] azurerm_machine_learning_workspace.ws["azurerm_machine_learning_workspace.ws"] azurerm_machine_learning_workspace_network_outbound_rule_fqdn.rules["azurerm_machine_learning_workspace_network_outbound_rule_fqdn.rules"] azurerm_machine_learning_workspace_network_outbound_rule_private_endpoint.rules["azurerm_machine_learning_workspace_network_outbound_rule_private_endpoint.rules"] azurerm_machine_learning_workspace_network_outbound_rule_service_tag.rules["azurerm_machine_learning_workspace_network_outbound_rule_service_tag.rules"] module.compute_instance["module.compute_instance"] module.diagnostics["module.diagnostics"] module.private_endpoint["module.private_endpoint"] azurerm_machine_learning_workspace.ws --> azurecaf_name.ws azurerm_machine_learning_workspace_network_outbound_rule_fqdn.rules --> azurerm_machine_learning_workspace.ws azurerm_machine_learning_workspace_network_outbound_rule_private_endpoint.rules --> azurerm_machine_learning_workspace.ws azurerm_machine_learning_workspace_network_outbound_rule_service_tag.rules --> azurerm_machine_learning_workspace.ws module.compute_instance --> azurerm_machine_learning_workspace.ws module.diagnostics --> azurerm_machine_learning_workspace.ws module.private_endpoint --> azurerm_machine_learning_workspace.ws

Module Reference¶

Category: analytics
Path: modules/analytics/machine_learning
Azure Resources: azurecaf_name, azurerm_machine_learning_workspace, azurerm_machine_learning_workspace_network_outbound_rule_fqdn, azurerm_machine_learning_workspace_network_outbound_rule_private_endpoint, azurerm_machine_learning_workspace_network_outbound_rule_service_tag

Inputs¶

Name	Description	Type	Required	Default	Validation
`"settings"`	"<<-DESCRIPTION Configuration for an Azure Machine Learning workspace. Supports the AzureRM workspace arguments and n...	`object({name = string, resource_group...`	yes	`-`	"The encryption block must be configured when service_side_encryption_enabled is true."; "The feature_store block must be configured when kind is FeatureStore."
`"client_config"`	"Client configuration object used to resolve landing zone references."	`any`	yes	`-`	-
`"global_settings"`	"Global CAF settings."	`any`	yes	`-`	-
`"resource_groups"`	"Combined resource group objects used by CAF key references."	`map(any)`	no	`{}`	-
`"keyvault_id"`	"Key Vault ID associated with the workspace."	`string`	yes	`-`	-
`"storage_account_id"`	"Storage account ID associated with the workspace."	`string`	yes	`-`	-
`"application_insights_id"`	"Application Insights ID associated with the workspace."	`string`	yes	`-`	-
`"container_registry_id"`	"Optional container registry ID associated with the workspace."	`string`	no	`-`	-
`"base_tags"`	"Inherited tags to apply to the workspace."	`map(any)`	no	`{}`	-
`"vnets"`	"Combined virtual network objects used for subnet references."	`map(any)`	no	`{}`	-
`"diagnostics"`	"Combined diagnostic definitions and destination objects."	`any`	no	`{"diagnostics_definition": {}, "diagnostics_destinations": {}, "event_hub_namespaces": {}, "log_analytics": {}, "storage_accounts": {}}`	-
`"private_endpoints"`	"Private endpoint configurations for the workspace."	`map(any)`	no	`{}`	-
`"private_dns"`	"Combined private DNS zone objects used by private endpoints."	`map(any)`	no	`{}`	-
`"remote_objects"`	"Remote CAF objects used to resolve managed identities."	`any`	no	`{}`	-

Outputs¶

Name	Description	Sensitive	Value
`"id"`	"The ID of the Machine Learning Workspace."	-	`azurerm_machine_learning_workspace.ws.id`
`"name"`	"Name of the Machine Learning Workspace."	-	`azurerm_machine_learning_workspace.ws.name`
`"identity"`	"The managed identity block exported by the Machine Learning Workspace."	-	`azurerm_machine_learning_workspace.ws.identity`
`"rbac_id"`	"The system-assigned identity principal ID, when present."	-	`try(azurerm_machine_learning_workspace.ws.identity[0].principal_id, null)`
`"workspace_id"`	"The immutable ID associated with the Machine Learning Workspace."	-	`azurerm_machine_learning_workspace.ws.workspace_id`
`"discovery_url"`	"The discovery service URL for the Machine Learning Workspace."	-	`azurerm_machine_learning_workspace.ws.discovery_url`
`"compute_instances"`	"Outputs for legacy ARM-template-backed compute instances."	-	`module.compute_instance`

Sources¶

modules/analytics/machine_learning/compute_instance.tf
modules/analytics/machine_learning/diagnostics.tf
modules/analytics/machine_learning/locals.tf
modules/analytics/machine_learning/main.tf
modules/analytics/machine_learning/network_outbound_rules.tf
modules/analytics/machine_learning/outputs.tf
modules/analytics/machine_learning/private_endpoint.tf
modules/analytics/machine_learning/variables.tf
modules/analytics/machine_learning/workspace.tf