Microsoft.MachineLearningServices workspaces/inferencePools/groups
Bicep resource definition
The workspaces/inferencePools/groups resource type can be deployed with operations that target:
- Resource groups - See resource group deployment commands
For a list of changed properties in each API version, see change log.
Resource format
To create a Microsoft.MachineLearningServices/workspaces/inferencePools/groups resource, add the following Bicep to your template.
resource symbolicname 'Microsoft.MachineLearningServices/workspaces/inferencePools/groups@2024-04-01-preview' = {
name: 'string'
location: 'string'
tags: {
tagName1: 'tagValue1'
tagName2: 'tagValue2'
}
sku: {
capacity: int
family: 'string'
name: 'string'
size: 'string'
tier: 'string'
}
kind: 'string'
parent: resourceSymbolicName
identity: {
type: 'string'
userAssignedIdentities: {
{customized property}: {}
}
}
properties: {
bonusExtraCapacity: int
description: 'string'
metadata: 'string'
priority: int
properties: {
{customized property}: 'string'
}
}
}
Property values
workspaces/inferencePools/groups
| Name | Description | Value |
|---|---|---|
| name | The resource name See how to set names and types for child resources in Bicep. |
string (required) |
| location | The geo-location where the resource lives | string (required) |
| tags | Resource tags. | Dictionary of tag names and values. See Tags in templates |
| sku | Sku details required for ARM contract for Autoscaling. | Sku |
| kind | Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type. | string |
| parent | In Bicep, you can specify the parent resource for a child resource. You only need to add this property when the child resource is declared outside of the parent resource. For more information, see Child resource outside parent resource. |
Symbolic name for resource of type: inferencePools |
| identity | Managed service identity (system assigned and/or user assigned identities) | ManagedServiceIdentity |
| properties | [Required] Additional attributes of the entity. | InferenceGroupProperties (required) |
ManagedServiceIdentity
| Name | Description | Value |
|---|---|---|
| type | Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed). | 'None' 'SystemAssigned' 'SystemAssigned,UserAssigned' 'UserAssigned' (required) |
| userAssignedIdentities | The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests. | UserAssignedIdentities |
UserAssignedIdentities
| Name | Description | Value |
|---|---|---|
| {customized property} | UserAssignedIdentity |
UserAssignedIdentity
This object doesn't contain any properties to set during deployment. All properties are ReadOnly.
InferenceGroupProperties
| Name | Description | Value |
|---|---|---|
| bonusExtraCapacity | Capacity to be used from the pool's reserved capacity. optional |
int |
| description | Description of the resource. | string |
| metadata | Metadata for the inference group. | string |
| priority | Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20240101Preview.Pools.InferencePools. | int |
| properties | Property dictionary. Properties can be added, but not removed or altered. | PropertiesBaseProperties |
PropertiesBaseProperties
| Name | Description | Value |
|---|---|---|
| {customized property} | string |
Sku
| Name | Description | Value |
|---|---|---|
| capacity | If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted. | int |
| family | If the service has different generations of hardware, for the same SKU, then that can be captured here. | string |
| name | The name of the SKU. Ex - P3. It is typically a letter+number code | string (required) |
| size | The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code. | string |
| tier | This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT. | 'Basic' 'Free' 'Premium' 'Standard' |
ARM template resource definition
The workspaces/inferencePools/groups resource type can be deployed with operations that target:
- Resource groups - See resource group deployment commands
For a list of changed properties in each API version, see change log.
Resource format
To create a Microsoft.MachineLearningServices/workspaces/inferencePools/groups resource, add the following JSON to your template.
{
"type": "Microsoft.MachineLearningServices/workspaces/inferencePools/groups",
"apiVersion": "2024-04-01-preview",
"name": "string",
"location": "string",
"tags": {
"tagName1": "tagValue1",
"tagName2": "tagValue2"
},
"sku": {
"capacity": "int",
"family": "string",
"name": "string",
"size": "string",
"tier": "string"
},
"kind": "string",
"identity": {
"type": "string",
"userAssignedIdentities": {
"{customized property}": {}
}
},
"properties": {
"bonusExtraCapacity": "int",
"description": "string",
"metadata": "string",
"priority": "int",
"properties": {
"{customized property}": "string"
}
}
}
Property values
workspaces/inferencePools/groups
| Name | Description | Value |
|---|---|---|
| type | The resource type | 'Microsoft.MachineLearningServices/workspaces/inferencePools/groups' |
| apiVersion | The resource api version | '2024-04-01-preview' |
| name | The resource name See how to set names and types for child resources in JSON ARM templates. |
string (required) |
| location | The geo-location where the resource lives | string (required) |
| tags | Resource tags. | Dictionary of tag names and values. See Tags in templates |
| sku | Sku details required for ARM contract for Autoscaling. | Sku |
| kind | Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type. | string |
| identity | Managed service identity (system assigned and/or user assigned identities) | ManagedServiceIdentity |
| properties | [Required] Additional attributes of the entity. | InferenceGroupProperties (required) |
ManagedServiceIdentity
| Name | Description | Value |
|---|---|---|
| type | Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed). | 'None' 'SystemAssigned' 'SystemAssigned,UserAssigned' 'UserAssigned' (required) |
| userAssignedIdentities | The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests. | UserAssignedIdentities |
UserAssignedIdentities
| Name | Description | Value |
|---|---|---|
| {customized property} | UserAssignedIdentity |
UserAssignedIdentity
This object doesn't contain any properties to set during deployment. All properties are ReadOnly.
InferenceGroupProperties
| Name | Description | Value |
|---|---|---|
| bonusExtraCapacity | Capacity to be used from the pool's reserved capacity. optional |
int |
| description | Description of the resource. | string |
| metadata | Metadata for the inference group. | string |
| priority | Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20240101Preview.Pools.InferencePools. | int |
| properties | Property dictionary. Properties can be added, but not removed or altered. | PropertiesBaseProperties |
PropertiesBaseProperties
| Name | Description | Value |
|---|---|---|
| {customized property} | string |
Sku
| Name | Description | Value |
|---|---|---|
| capacity | If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted. | int |
| family | If the service has different generations of hardware, for the same SKU, then that can be captured here. | string |
| name | The name of the SKU. Ex - P3. It is typically a letter+number code | string (required) |
| size | The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code. | string |
| tier | This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT. | 'Basic' 'Free' 'Premium' 'Standard' |
Terraform (AzAPI provider) resource definition
The workspaces/inferencePools/groups resource type can be deployed with operations that target:
- Resource groups
For a list of changed properties in each API version, see change log.
Resource format
To create a Microsoft.MachineLearningServices/workspaces/inferencePools/groups resource, add the following Terraform to your template.
resource "azapi_resource" "symbolicname" {
type = "Microsoft.MachineLearningServices/workspaces/inferencePools/groups@2024-04-01-preview"
name = "string"
location = "string"
parent_id = "string"
tags = {
tagName1 = "tagValue1"
tagName2 = "tagValue2"
}
identity {
type = "string"
identity_ids = []
}
body = jsonencode({
properties = {
bonusExtraCapacity = int
description = "string"
metadata = "string"
priority = int
properties = {
{customized property} = "string"
}
}
sku = {
capacity = int
family = "string"
name = "string"
size = "string"
tier = "string"
}
kind = "string"
})
}
Property values
workspaces/inferencePools/groups
| Name | Description | Value |
|---|---|---|
| type | The resource type | "Microsoft.MachineLearningServices/workspaces/inferencePools/groups@2024-04-01-preview" |
| name | The resource name | string (required) |
| location | The geo-location where the resource lives | string (required) |
| parent_id | The ID of the resource that is the parent for this resource. | ID for resource of type: inferencePools |
| tags | Resource tags. | Dictionary of tag names and values. |
| sku | Sku details required for ARM contract for Autoscaling. | Sku |
| kind | Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type. | string |
| identity | Managed service identity (system assigned and/or user assigned identities) | ManagedServiceIdentity |
| properties | [Required] Additional attributes of the entity. | InferenceGroupProperties (required) |
ManagedServiceIdentity
| Name | Description | Value |
|---|---|---|
| type | Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed). | "SystemAssigned" "SystemAssigned,UserAssigned" "UserAssigned" (required) |
| identity_ids | The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests. | Array of user identity IDs. |
UserAssignedIdentities
| Name | Description | Value |
|---|---|---|
| {customized property} | UserAssignedIdentity |
UserAssignedIdentity
This object doesn't contain any properties to set during deployment. All properties are ReadOnly.
InferenceGroupProperties
| Name | Description | Value |
|---|---|---|
| bonusExtraCapacity | Capacity to be used from the pool's reserved capacity. optional |
int |
| description | Description of the resource. | string |
| metadata | Metadata for the inference group. | string |
| priority | Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20240101Preview.Pools.InferencePools. | int |
| properties | Property dictionary. Properties can be added, but not removed or altered. | PropertiesBaseProperties |
PropertiesBaseProperties
| Name | Description | Value |
|---|---|---|
| {customized property} | string |
Sku
| Name | Description | Value |
|---|---|---|
| capacity | If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted. | int |
| family | If the service has different generations of hardware, for the same SKU, then that can be captured here. | string |
| name | The name of the SKU. Ex - P3. It is typically a letter+number code | string (required) |
| size | The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code. | string |
| tier | This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT. | "Basic" "Free" "Premium" "Standard" |