Machine Learning Service Workspace Computes microsoft.machinelearningservices/workspaces/computes Azure Resource type

Machine Learning Service Workspace Computes - Microsoft Azure Resource type
microsoft.machinelearningservices/workspaces/computes

Resource provider (RP) - Machine Learning Services Resource Provider [Microsoft.MachineLearningServices]
RP	Microsoft.MachineLearningServices
RP display name	Machine Learning Services Resource Provider
RP Resource types	Resource types: 156
RP aliases	RP aliases: 3328
RP Azure Policy	Azure Policy definitions: 37 • if: 37 • then.deployment: 0 • then.details: 0 • then.existenceCondition: 0 • then.operations: 0
RP RBAC operations	RP RBAC operations: 318 • RP RBAC operationType action: 61 • RP RBAC operationType delete: 65 • RP RBAC operationType read: 116 • RP RBAC operationType write: 76
RP RBAC Roles & Operation actions	Unique RBAC Roles: 27 • RBAC Roles with action operationType: 10 • RBAC Roles with delete operationType: 9 • RBAC Roles with read operationType: 26 • RBAC Roles with write operationType: 13
RP related 1st party Service Principals	RP related 1st party Service Principals: 11 • Microsoft Azure BatchAI (appId: 9fcb3732-5f52-4135-8c08-9d4bbaf203ea) • Common Job Provider (appId: a99783bc-5466-4cef-82eb-ebf285d77131) • Azure Machine Learning Singularity (Azure Machine Learning Compute) (appId: 607ece82-f922-494f-88b8-30effaf12214) • Azure Machine Learning Services Asset Notification (appId: b8cf62f3-7cc7-4e32-ab3a-41370ef0cfcf) • Azure Machine Learning Services (appId: 18a66f5f-dbdf-4c17-9dd7-1634712a9cbe) • Azure Machine Learning OpenAI (appId: 61c50b89-703d-431d-8d80-1e8618748775) • Azure Machine Learning Authorization App 2 (appId: bf283ae6-5efd-44a8-b56a-2a7939982d60) • Azure Machine Learning Authorization App 1 (appId: fb9de05a-fecc-4642-b3ca-66b9d4434d4d) • Azure Machine Learning (appId: 0736f41a-0425-4b46-bdb5-1563eff02385) • AML Registries (appId: 44b7b882-eb46-485c-9c78-686f6b67b176) • AML Inferencing Frontdoor - Staging (AML Inferencing Frontdoor) (appId: 6608bce8-e060-4e82-bfd2-67ed4f60262f)
All Azure RPs	• Microsoft Learn • AzResourceTypesAdvertizer (Microsoft only)

Resource provider (RP) - Machine Learning Services Resource Provider [Microsoft.MachineLearningServices]

Microsoft.MachineLearningServices

RP display name

Machine Learning Services Resource Provider

RP Resource types

Resource types: 156

RP aliases

RP aliases: 3328

RP Azure Policy

Azure Policy definitions: 37
• if: 37
• then.deployment: 0
• then.details: 0
• then.existenceCondition: 0
• then.operations: 0

RP RBAC operations

RP RBAC operations: 318
• RP RBAC operationType action: 61
• RP RBAC operationType delete: 65
• RP RBAC operationType read: 116
• RP RBAC operationType write: 76

RP RBAC Roles & Operation actions

Unique RBAC Roles: 27
• RBAC Roles with action operationType: 10
• RBAC Roles with delete operationType: 9
• RBAC Roles with read operationType: 26
• RBAC Roles with write operationType: 13

RP related 1st party Service Principals

RP related 1st party Service Principals: 11

• Microsoft Azure BatchAI (appId: 9fcb3732-5f52-4135-8c08-9d4bbaf203ea)
• Common Job Provider (appId: a99783bc-5466-4cef-82eb-ebf285d77131)
• Azure Machine Learning Singularity (Azure Machine Learning Compute) (appId: 607ece82-f922-494f-88b8-30effaf12214)
• Azure Machine Learning Services Asset Notification (appId: b8cf62f3-7cc7-4e32-ab3a-41370ef0cfcf)
• Azure Machine Learning Services (appId: 18a66f5f-dbdf-4c17-9dd7-1634712a9cbe)
• Azure Machine Learning OpenAI (appId: 61c50b89-703d-431d-8d80-1e8618748775)
• Azure Machine Learning Authorization App 2 (appId: bf283ae6-5efd-44a8-b56a-2a7939982d60)
• Azure Machine Learning Authorization App 1 (appId: fb9de05a-fecc-4642-b3ca-66b9d4434d4d)
• Azure Machine Learning (appId: 0736f41a-0425-4b46-bdb5-1563eff02385)
• AML Registries (appId: 44b7b882-eb46-485c-9c78-686f6b67b176)
• AML Inferencing Frontdoor - Staging (AML Inferencing Frontdoor) (appId: 6608bce8-e060-4e82-bfd2-67ed4f60262f)

All Azure RPs

• Microsoft Learn
• AzResourceTypesAdvertizer (Microsoft only)

RT information

microsoft.machinelearningservices/workspaces/computes

RT display name

Machine Learning Service Workspace Computes

RT type only
(without RP)

workspaces/computes

RT sub- Resource types

sub-Resource types: 0

RT schema

RT schema API versions: 38

• 2025-01-01-preview
• 2024-10-01-preview
• 2024-10-01
• 2024-07-01-preview
• 2024-04-01-preview
• 2024-04-01
• 2024-01-01-preview
• 2023-10-01
• 2023-08-01-preview
• 2023-06-01-preview
• 2023-04-01-preview
• 2023-04-01
• 2023-02-01-preview
• 2022-12-01-preview
• 2022-10-01-preview
• 2022-10-01
• 2022-06-01-preview
• 2022-05-01
• 2022-02-01-preview
• 2022-01-01-preview
• 2021-07-01
• 2021-04-01
• 2021-03-01-preview
• 2021-01-01
• 2020-09-01-preview
• 2020-08-01
• 2020-06-01
• 2020-05-15-preview
• 2020-05-01-preview
• 2020-04-01
• 2020-03-01
• 2020-02-18-preview
• 2020-01-01
• 2019-11-01
• 2019-06-01
• 2019-05-01
• 2018-11-19
• 2018-03-01-preview

All Microsoft Azure RTs

AzResourceTypesAdvertizer

Aliases and Azure Policy

Aliases

aliases: 380

Azure Policy

Azure Policy definitions: 10
• if: 10
• then.deployment: 0
• then.details: 0
• then.existenceCondition: 0
• then.operations: 0

RBAC Operations and Roles & Roles related operation actions

RBAC operations

RBAC operations: 15
• RBAC operationType action: 12
• RBAC operationType delete: 1
• RBAC operationType read: 1
• RBAC operationType write: 1

RBAC Roles & Operation actions

Unique RBAC Roles: 21
• RBAC Roles with action operationType: 8
• RBAC Roles with delete operationType: 8
• RBAC Roles with read operationType: 21
• RBAC Roles with write operationType: 8

Capabilities & Locations

Diagnostic logs

False

Azure Resource Diagnostic settings metrics

Diagnostic metrics

False

Customer-managed key (CMK) [experimental]

Unknown
• Enforce Encryption with a customer-managed key (CMK) at scale

System-Assigned-Resource-Identity

True

Cross-ResourceGroup-Resource-Move

False

Cross-Subscription-Resource-Move

False

Tags

False

Extension

False

Private-Endpoint

False

Supported Locations for Private-Endpoint

n/a

Non supported Locations for Private-Endpoint

n/a

Location

False

Locations

Locations: 38
australiaeast, australiasoutheast, brazilsouth, canadacentral, canadaeast, centralindia, centralus, eastasia, eastus, eastus2, francecentral, germanywestcentral, israelcentral, italynorth, japaneast, japanwest, koreacentral, northcentralus, northeurope, norwayeast, polandcentral, qatarcentral, southafricanorth, southcentralus, southeastasia, southindia, spaincentral, swedencentral, switzerlandnorth, switzerlandwest, uaenorth, uksouth, ukwest, westcentralus, westeurope, westus, westus2, westus3

Not locations

Not locations: 59
asia, asiapacific, australia, australiacentral, australiacentral2, brazil, brazilsoutheast, brazilus, canada, centraluseuap, centralusstage, eastasiastage, eastus2euap, eastus2stage, eastusstage, eastusstg, europe, france, francesouth, germany, germanynorth, global, india, indonesia, indonesiacentral, israel, italy, japan, jioindiacentral, jioindiawest, korea, koreasouth, mexico, mexicocentral, newzealand, newzealandnorth, northcentralusstage, norway, norwaywest, poland, qatar, singapore, southafrica, southafricawest, southcentralusstage, southcentralusstg, southeastasiastage, spain, sweden, switzerland, taiwan, uae, uaecentral, uk, unitedstates, unitedstateseuap, westindia, westus2stage, westusstage

Assessment tooling

Azure Advisor

n/a

Azure Proactive Resilience Library v2 (APRLv2)

n/a

PSRule for Azure

PSRule for Azure rules: 3
• Cost Optimization [Critical] Configure idle shutdown for compute instances
• Security [Critical] Disable local authentication on ML Compute
• Security [Critical] Host ML Compute in VNet

Azure Quick Review (AZQR)

n/a

Infrastructure as Code (IaC)

ARM (Azure Resource Manager) templates

ARM (Azure Resource Manager) template API versions: 38
• latest

Bicep templates

Bicep template API versions: 38
• latest

Terraform provider

Terraform providers: 4
• machine_learning_compute_cluster
• machine_learning_compute_instance
• machine_learning_inference_cluster
• machine_learning_synapse_spark

AzAPI Terraform templates

AzAPI Terraform template API versions: 38
• latest

Pulumi provider

Pulumi providers: 1
• machinelearningservices/compute

OpenTofu provider

OpenTofu TF providers: 4
• machine_learning_compute_cluster
• machine_learning_compute_instance
• machine_learning_inference_cluster
• machine_learning_synapse_spark

Azure Verified Modules (AVM) Bicep

n/a

Azure Verified Modules (AVM) Terraform

n/a

REST-API (Representational State Transfer - Application Programming Interface)

REST-API versions

REST-API versions: 43

• 2025-04-01-preview
• 2025-04-01
• 2025-01-01-preview
• 2024-10-01-preview
• 2024-10-01
• 2024-07-01-preview
• 2024-04-01-preview
• 2024-04-01
• 2024-01-01-preview
• 2023-10-01
• 2023-08-01-preview
• 2023-06-01-preview
• 2023-04-01-preview
• 2023-04-01
• 2023-02-01-preview
• 2022-12-01-preview
• 2022-10-01-preview
• 2022-10-01
• 2022-06-01-preview
• 2022-05-01
• 2022-02-01-preview
• 2022-01-01-preview
• 2021-10-01
• 2021-07-01
• 2021-04-01
• 2021-03-01-preview
• 2021-01-01
• 2020-09-01-preview
• 2020-08-01
• 2020-06-01
• 2020-05-15-preview
• 2020-05-01-preview
• 2020-04-01-preview
• 2020-04-01
• 2020-03-01
• 2020-02-18-preview
• 2020-02-02
• 2020-01-01
• 2019-11-01
• 2019-06-01
• 2019-05-01
• 2018-11-19
• 2018-03-01-preview

REST-API version default

n/a

API profiles

n/a

Resource naming

Azure Naming Tool

The Azure Naming Tool was created to help administrators define and manage their naming conventions, while providing a simple interface for users to generate a compliant name.

Resource naming details

{
  "property": "",
  "ShortName": "mlswc",
  "scope": "workspace",
  "lengthMin": "2",
  "lengthMax": "16",
  "validText": "Alphanumerics and hyphens.",
  "invalidText": "",
  "invalidCharacters": "",
  "invalidCharactersStart": "",
  "invalidCharactersEnd": "",
  "invalidCharactersConsecutive": "",
  "regx": "^[a-zA-Z0-9-]{2,16}$",
  "staticValues": ""
}

Machine Learning Service Workspace Computes - Microsoft Azure Resource typemicrosoft.machinelearningservices/workspaces/computes

Machine Learning Service Workspace Computes - Microsoft Azure Resource type
microsoft.machinelearningservices/workspaces/computes