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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
Azure Native v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi
pulumi/pulumi-azure-native

azure-native.machinelearningservices.InferenceGroup

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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
Azure Native v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi
pulumi/pulumi-azure-native

Uses Azure REST API version 2023-08-01-preview.

Other available API versions: 2024-01-01-preview, 2024-04-01-preview, 2024-10-01-preview, 2025-01-01-preview.

Import

An existing resource can be imported using its type token, name, and identifier, e.g.

$ pulumi import azure-native:machinelearningservices:InferenceGroup string /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/inferencePools/{poolName}/groups/{groupName}
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Create InferenceGroup Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new InferenceGroup(name: string, args: InferenceGroupArgs, opts?: CustomResourceOptions);
@overload
def InferenceGroup(resource_name: str,
                   args: InferenceGroupInitArgs,
                   opts: Optional[ResourceOptions] = None)

@overload
def InferenceGroup(resource_name: str,
                   opts: Optional[ResourceOptions] = None,
                   inference_group_properties: Optional[InferenceGroupArgs] = None,
                   pool_name: Optional[str] = None,
                   resource_group_name: Optional[str] = None,
                   workspace_name: Optional[str] = None,
                   group_name: Optional[str] = None,
                   identity: Optional[ManagedServiceIdentityArgs] = None,
                   kind: Optional[str] = None,
                   location: Optional[str] = None,
                   sku: Optional[SkuArgs] = None,
                   tags: Optional[Mapping[str, str]] = None)
func NewInferenceGroup(ctx *Context, name string, args InferenceGroupArgs, opts ...ResourceOption) (*InferenceGroup, error)
public InferenceGroup(string name, InferenceGroupArgs args, CustomResourceOptions? opts = null)
public InferenceGroup(String name, InferenceGroupArgs args)
public InferenceGroup(String name, InferenceGroupArgs args, CustomResourceOptions options)

type: azure-native:machinelearningservices:InferenceGroup
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

name This property is required. string
The unique name of the resource.
args This property is required. InferenceGroupArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
resource_name This property is required. str
The unique name of the resource.
args This property is required. InferenceGroupInitArgs
The arguments to resource properties.
opts ResourceOptions
Bag of options to control resource's behavior.
ctx Context
Context object for the current deployment.
name This property is required. string
The unique name of the resource.
args This property is required. InferenceGroupArgs
The arguments to resource properties.
opts ResourceOption
Bag of options to control resource's behavior.
name This property is required. string
The unique name of the resource.
args This property is required. InferenceGroupArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
name This property is required. String
The unique name of the resource.
args This property is required. InferenceGroupArgs
The arguments to resource properties.
options CustomResourceOptions
Bag of options to control resource's behavior.

Constructor example

The following reference example uses placeholder values for all input properties.

var inferenceGroupResource = new AzureNative.MachineLearningServices.InferenceGroup("inferenceGroupResource", new()
{
    InferenceGroupProperties = new AzureNative.MachineLearningServices.Inputs.InferenceGroupArgs
    {
        BonusExtraCapacity = 0,
        Description = "string",
        Metadata = "string",
        Priority = 0,
        Properties = 
        {
            { "string", "string" },
        },
    },
    PoolName = "string",
    ResourceGroupName = "string",
    WorkspaceName = "string",
    GroupName = "string",
    Identity = new AzureNative.MachineLearningServices.Inputs.ManagedServiceIdentityArgs
    {
        Type = "string",
        UserAssignedIdentities = new[]
        {
            "string",
        },
    },
    Kind = "string",
    Location = "string",
    Sku = new AzureNative.MachineLearningServices.Inputs.SkuArgs
    {
        Name = "string",
        Capacity = 0,
        Family = "string",
        Size = "string",
        Tier = AzureNative.MachineLearningServices.SkuTier.Free,
    },
    Tags = 
    {
        { "string", "string" },
    },
});
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example, err := machinelearningservices.NewInferenceGroup(ctx, "inferenceGroupResource", &machinelearningservices.InferenceGroupArgs{
	InferenceGroupProperties: &machinelearningservices.InferenceGroupTypeArgs{
		BonusExtraCapacity: pulumi.Int(0),
		Description:        pulumi.String("string"),
		Metadata:           pulumi.String("string"),
		Priority:           pulumi.Int(0),
		Properties: pulumi.StringMap{
			"string": pulumi.String("string"),
		},
	},
	PoolName:          pulumi.String("string"),
	ResourceGroupName: pulumi.String("string"),
	WorkspaceName:     pulumi.String("string"),
	GroupName:         pulumi.String("string"),
	Identity: &machinelearningservices.ManagedServiceIdentityArgs{
		Type: pulumi.String("string"),
		UserAssignedIdentities: pulumi.StringArray{
			pulumi.String("string"),
		},
	},
	Kind:     pulumi.String("string"),
	Location: pulumi.String("string"),
	Sku: &machinelearningservices.SkuArgs{
		Name:     pulumi.String("string"),
		Capacity: pulumi.Int(0),
		Family:   pulumi.String("string"),
		Size:     pulumi.String("string"),
		Tier:     machinelearningservices.SkuTierFree,
	},
	Tags: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
})
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var inferenceGroupResource = new InferenceGroup("inferenceGroupResource", InferenceGroupArgs.builder()
    .inferenceGroupProperties(InferenceGroupArgs.builder()
        .bonusExtraCapacity(0)
        .description("string")
        .metadata("string")
        .priority(0)
        .properties(Map.of("string", "string"))
        .build())
    .poolName("string")
    .resourceGroupName("string")
    .workspaceName("string")
    .groupName("string")
    .identity(ManagedServiceIdentityArgs.builder()
        .type("string")
        .userAssignedIdentities("string")
        .build())
    .kind("string")
    .location("string")
    .sku(SkuArgs.builder()
        .name("string")
        .capacity(0)
        .family("string")
        .size("string")
        .tier("Free")
        .build())
    .tags(Map.of("string", "string"))
    .build());
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inference_group_resource = azure_native.machinelearningservices.InferenceGroup("inferenceGroupResource",
    inference_group_properties={
        "bonus_extra_capacity": 0,
        "description": "string",
        "metadata": "string",
        "priority": 0,
        "properties": {
            "string": "string",
        },
    },
    pool_name="string",
    resource_group_name="string",
    workspace_name="string",
    group_name="string",
    identity={
        "type": "string",
        "user_assigned_identities": ["string"],
    },
    kind="string",
    location="string",
    sku={
        "name": "string",
        "capacity": 0,
        "family": "string",
        "size": "string",
        "tier": azure_native.machinelearningservices.SkuTier.FREE,
    },
    tags={
        "string": "string",
    })
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const inferenceGroupResource = new azure_native.machinelearningservices.InferenceGroup("inferenceGroupResource", {
    inferenceGroupProperties: {
        bonusExtraCapacity: 0,
        description: "string",
        metadata: "string",
        priority: 0,
        properties: {
            string: "string",
        },
    },
    poolName: "string",
    resourceGroupName: "string",
    workspaceName: "string",
    groupName: "string",
    identity: {
        type: "string",
        userAssignedIdentities: ["string"],
    },
    kind: "string",
    location: "string",
    sku: {
        name: "string",
        capacity: 0,
        family: "string",
        size: "string",
        tier: azure_native.machinelearningservices.SkuTier.Free,
    },
    tags: {
        string: "string",
    },
});
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type: azure-native:machinelearningservices:InferenceGroup
properties:
    groupName: string
    identity:
        type: string
        userAssignedIdentities:
            - string
    inferenceGroupProperties:
        bonusExtraCapacity: 0
        description: string
        metadata: string
        priority: 0
        properties:
            string: string
    kind: string
    location: string
    poolName: string
    resourceGroupName: string
    sku:
        capacity: 0
        family: string
        name: string
        size: string
        tier: Free
    tags:
        string: string
    workspaceName: string
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InferenceGroup Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The InferenceGroup resource accepts the following input properties:

InferenceGroupProperties This property is required. Pulumi.AzureNative.MachineLearningServices.Inputs.InferenceGroup
[Required] Additional attributes of the entity.
PoolName
This property is required.
Changes to this property will trigger replacement.
string
InferencePool name.
ResourceGroupName
This property is required.
Changes to this property will trigger replacement.
string
The name of the resource group. The name is case insensitive.
WorkspaceName
This property is required.
Changes to this property will trigger replacement.
string
Name of Azure Machine Learning workspace.
GroupName Changes to this property will trigger replacement. string
InferenceGroup name.
Identity Pulumi.AzureNative.MachineLearningServices.Inputs.ManagedServiceIdentity
Managed service identity (system assigned and/or user assigned identities)
Kind string
Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
Location Changes to this property will trigger replacement. string
The geo-location where the resource lives
Sku Pulumi.AzureNative.MachineLearningServices.Inputs.Sku
Sku details required for ARM contract for Autoscaling.
Tags Dictionary<string, string>
Resource tags.
InferenceGroupProperties This property is required. InferenceGroupTypeArgs
[Required] Additional attributes of the entity.
PoolName
This property is required.
Changes to this property will trigger replacement.
string
InferencePool name.
ResourceGroupName
This property is required.
Changes to this property will trigger replacement.
string
The name of the resource group. The name is case insensitive.
WorkspaceName
This property is required.
Changes to this property will trigger replacement.
string
Name of Azure Machine Learning workspace.
GroupName Changes to this property will trigger replacement. string
InferenceGroup name.
Identity ManagedServiceIdentityArgs
Managed service identity (system assigned and/or user assigned identities)
Kind string
Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
Location Changes to this property will trigger replacement. string
The geo-location where the resource lives
Sku SkuArgs
Sku details required for ARM contract for Autoscaling.
Tags map[string]string
Resource tags.
inferenceGroupProperties This property is required. InferenceGroup
[Required] Additional attributes of the entity.
poolName
This property is required.
Changes to this property will trigger replacement.
String
InferencePool name.
resourceGroupName
This property is required.
Changes to this property will trigger replacement.
String
The name of the resource group. The name is case insensitive.
workspaceName
This property is required.
Changes to this property will trigger replacement.
String
Name of Azure Machine Learning workspace.
groupName Changes to this property will trigger replacement. String
InferenceGroup name.
identity ManagedServiceIdentity
Managed service identity (system assigned and/or user assigned identities)
kind String
Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
location Changes to this property will trigger replacement. String
The geo-location where the resource lives
sku Sku
Sku details required for ARM contract for Autoscaling.
tags Map<String,String>
Resource tags.
inferenceGroupProperties This property is required. InferenceGroup
[Required] Additional attributes of the entity.
poolName
This property is required.
Changes to this property will trigger replacement.
string
InferencePool name.
resourceGroupName
This property is required.
Changes to this property will trigger replacement.
string
The name of the resource group. The name is case insensitive.
workspaceName
This property is required.
Changes to this property will trigger replacement.
string
Name of Azure Machine Learning workspace.
groupName Changes to this property will trigger replacement. string
InferenceGroup name.
identity ManagedServiceIdentity
Managed service identity (system assigned and/or user assigned identities)
kind string
Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
location Changes to this property will trigger replacement. string
The geo-location where the resource lives
sku Sku
Sku details required for ARM contract for Autoscaling.
tags {[key: string]: string}
Resource tags.
inference_group_properties This property is required. InferenceGroupArgs
[Required] Additional attributes of the entity.
pool_name
This property is required.
Changes to this property will trigger replacement.
str
InferencePool name.
resource_group_name
This property is required.
Changes to this property will trigger replacement.
str
The name of the resource group. The name is case insensitive.
workspace_name
This property is required.
Changes to this property will trigger replacement.
str
Name of Azure Machine Learning workspace.
group_name Changes to this property will trigger replacement. str
InferenceGroup name.
identity ManagedServiceIdentityArgs
Managed service identity (system assigned and/or user assigned identities)
kind str
Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
location Changes to this property will trigger replacement. str
The geo-location where the resource lives
sku SkuArgs
Sku details required for ARM contract for Autoscaling.
tags Mapping[str, str]
Resource tags.
inferenceGroupProperties This property is required. Property Map
[Required] Additional attributes of the entity.
poolName
This property is required.
Changes to this property will trigger replacement.
String
InferencePool name.
resourceGroupName
This property is required.
Changes to this property will trigger replacement.
String
The name of the resource group. The name is case insensitive.
workspaceName
This property is required.
Changes to this property will trigger replacement.
String
Name of Azure Machine Learning workspace.
groupName Changes to this property will trigger replacement. String
InferenceGroup name.
identity Property Map
Managed service identity (system assigned and/or user assigned identities)
kind String
Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
location Changes to this property will trigger replacement. String
The geo-location where the resource lives
sku Property Map
Sku details required for ARM contract for Autoscaling.
tags Map<String>
Resource tags.

Outputs

All input properties are implicitly available as output properties. Additionally, the InferenceGroup resource produces the following output properties:

Id string
The provider-assigned unique ID for this managed resource.
Name string
The name of the resource
SystemData Pulumi.AzureNative.MachineLearningServices.Outputs.SystemDataResponse
Azure Resource Manager metadata containing createdBy and modifiedBy information.
Type string
The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
Id string
The provider-assigned unique ID for this managed resource.
Name string
The name of the resource
SystemData SystemDataResponse
Azure Resource Manager metadata containing createdBy and modifiedBy information.
Type string
The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
id String
The provider-assigned unique ID for this managed resource.
name String
The name of the resource
systemData SystemDataResponse
Azure Resource Manager metadata containing createdBy and modifiedBy information.
type String
The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
id string
The provider-assigned unique ID for this managed resource.
name string
The name of the resource
systemData SystemDataResponse
Azure Resource Manager metadata containing createdBy and modifiedBy information.
type string
The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
id str
The provider-assigned unique ID for this managed resource.
name str
The name of the resource
system_data SystemDataResponse
Azure Resource Manager metadata containing createdBy and modifiedBy information.
type str
The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
id String
The provider-assigned unique ID for this managed resource.
name String
The name of the resource
systemData Property Map
Azure Resource Manager metadata containing createdBy and modifiedBy information.
type String
The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

Supporting Types

InferenceGroup
, InferenceGroupArgs

BonusExtraCapacity int
Capacity to be used from the pool's reserved capacity. optional
Description string
Description of the resource.
Metadata string
Metadata for the inference group.
Priority int
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
Properties Dictionary<string, string>
Property dictionary. Properties can be added, but not removed or altered.
BonusExtraCapacity int
Capacity to be used from the pool's reserved capacity. optional
Description string
Description of the resource.
Metadata string
Metadata for the inference group.
Priority int
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
Properties map[string]string
Property dictionary. Properties can be added, but not removed or altered.
bonusExtraCapacity Integer
Capacity to be used from the pool's reserved capacity. optional
description String
Description of the resource.
metadata String
Metadata for the inference group.
priority Integer
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties Map<String,String>
Property dictionary. Properties can be added, but not removed or altered.
bonusExtraCapacity number
Capacity to be used from the pool's reserved capacity. optional
description string
Description of the resource.
metadata string
Metadata for the inference group.
priority number
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties {[key: string]: string}
Property dictionary. Properties can be added, but not removed or altered.
bonus_extra_capacity int
Capacity to be used from the pool's reserved capacity. optional
description str
Description of the resource.
metadata str
Metadata for the inference group.
priority int
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties Mapping[str, str]
Property dictionary. Properties can be added, but not removed or altered.
bonusExtraCapacity Number
Capacity to be used from the pool's reserved capacity. optional
description String
Description of the resource.
metadata String
Metadata for the inference group.
priority Number
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties Map<String>
Property dictionary. Properties can be added, but not removed or altered.

InferenceGroupResponse
, InferenceGroupResponseArgs

ProvisioningState This property is required. string
Provisioning state for the inference group.
BonusExtraCapacity int
Capacity to be used from the pool's reserved capacity. optional
Description string
Description of the resource.
Metadata string
Metadata for the inference group.
Priority int
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
Properties Dictionary<string, string>
Property dictionary. Properties can be added, but not removed or altered.
ProvisioningState This property is required. string
Provisioning state for the inference group.
BonusExtraCapacity int
Capacity to be used from the pool's reserved capacity. optional
Description string
Description of the resource.
Metadata string
Metadata for the inference group.
Priority int
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
Properties map[string]string
Property dictionary. Properties can be added, but not removed or altered.
provisioningState This property is required. String
Provisioning state for the inference group.
bonusExtraCapacity Integer
Capacity to be used from the pool's reserved capacity. optional
description String
Description of the resource.
metadata String
Metadata for the inference group.
priority Integer
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties Map<String,String>
Property dictionary. Properties can be added, but not removed or altered.
provisioningState This property is required. string
Provisioning state for the inference group.
bonusExtraCapacity number
Capacity to be used from the pool's reserved capacity. optional
description string
Description of the resource.
metadata string
Metadata for the inference group.
priority number
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties {[key: string]: string}
Property dictionary. Properties can be added, but not removed or altered.
provisioning_state This property is required. str
Provisioning state for the inference group.
bonus_extra_capacity int
Capacity to be used from the pool's reserved capacity. optional
description str
Description of the resource.
metadata str
Metadata for the inference group.
priority int
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties Mapping[str, str]
Property dictionary. Properties can be added, but not removed or altered.
provisioningState This property is required. String
Provisioning state for the inference group.
bonusExtraCapacity Number
Capacity to be used from the pool's reserved capacity. optional
description String
Description of the resource.
metadata String
Metadata for the inference group.
priority Number
Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
properties Map<String>
Property dictionary. Properties can be added, but not removed or altered.

ManagedServiceIdentity
, ManagedServiceIdentityArgs

Type This property is required. string | Pulumi.AzureNative.MachineLearningServices.ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities List<string>
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.
Type This property is required. string | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities []string
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.
type This property is required. String | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities List<String>
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.
type This property is required. string | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities string[]
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.
type This property is required. str | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
user_assigned_identities Sequence[str]
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.
type This property is required. String | "None" | "SystemAssigned" | "UserAssigned" | "SystemAssigned,UserAssigned"
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities List<String>
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.

ManagedServiceIdentityResponse
, ManagedServiceIdentityResponseArgs

PrincipalId This property is required. string
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
TenantId This property is required. string
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
Type This property is required. string
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities Dictionary<string, Pulumi.AzureNative.MachineLearningServices.Inputs.UserAssignedIdentityResponse>
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.
PrincipalId This property is required. string
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
TenantId This property is required. string
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
Type This property is required. string
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities map[string]UserAssignedIdentityResponse
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.
principalId This property is required. String
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenantId This property is required. String
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. String
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities Map<String,UserAssignedIdentityResponse>
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.
principalId This property is required. string
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenantId This property is required. string
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. string
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities {[key: string]: UserAssignedIdentityResponse}
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.
principal_id This property is required. str
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenant_id This property is required. str
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. str
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
user_assigned_identities Mapping[str, UserAssignedIdentityResponse]
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.
principalId This property is required. String
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenantId This property is required. String
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. String
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities Map<Property Map>
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.

ManagedServiceIdentityType
, ManagedServiceIdentityTypeArgs

None
None
SystemAssigned
SystemAssigned
UserAssigned
UserAssigned
SystemAssigned_UserAssigned
SystemAssigned,UserAssigned
ManagedServiceIdentityTypeNone
None
ManagedServiceIdentityTypeSystemAssigned
SystemAssigned
ManagedServiceIdentityTypeUserAssigned
UserAssigned
ManagedServiceIdentityType_SystemAssigned_UserAssigned
SystemAssigned,UserAssigned
None
None
SystemAssigned
SystemAssigned
UserAssigned
UserAssigned
SystemAssigned_UserAssigned
SystemAssigned,UserAssigned
None
None
SystemAssigned
SystemAssigned
UserAssigned
UserAssigned
SystemAssigned_UserAssigned
SystemAssigned,UserAssigned
NONE
None
SYSTEM_ASSIGNED
SystemAssigned
USER_ASSIGNED
UserAssigned
SYSTEM_ASSIGNED_USER_ASSIGNED
SystemAssigned,UserAssigned
"None"
None
"SystemAssigned"
SystemAssigned
"UserAssigned"
UserAssigned
"SystemAssigned,UserAssigned"
SystemAssigned,UserAssigned

Sku
, SkuArgs

Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
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.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier Pulumi.AzureNative.MachineLearningServices.SkuTier
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.
Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
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.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier SkuTier
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.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Integer
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.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier SkuTier
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.
name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity number
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.
family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier SkuTier
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.
name This property is required. str
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity int
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.
family str
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size str
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier SkuTier
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.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Number
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.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier "Free" | "Basic" | "Standard" | "Premium"
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.

SkuResponse
, SkuResponseArgs

Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
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.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier string
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.
Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
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.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier string
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.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Integer
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.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier String
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.
name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity number
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.
family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier string
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.
name This property is required. str
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity int
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.
family str
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size str
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier str
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.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Number
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.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier String
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.

SkuTier
, SkuTierArgs

Free
Free
Basic
Basic
Standard
Standard
Premium
Premium
SkuTierFree
Free
SkuTierBasic
Basic
SkuTierStandard
Standard
SkuTierPremium
Premium
Free
Free
Basic
Basic
Standard
Standard
Premium
Premium
Free
Free
Basic
Basic
Standard
Standard
Premium
Premium
FREE
Free
BASIC
Basic
STANDARD
Standard
PREMIUM
Premium
"Free"
Free
"Basic"
Basic
"Standard"
Standard
"Premium"
Premium

SystemDataResponse
, SystemDataResponseArgs

CreatedAt string
The timestamp of resource creation (UTC).
CreatedBy string
The identity that created the resource.
CreatedByType string
The type of identity that created the resource.
LastModifiedAt string
The timestamp of resource last modification (UTC)
LastModifiedBy string
The identity that last modified the resource.
LastModifiedByType string
The type of identity that last modified the resource.
CreatedAt string
The timestamp of resource creation (UTC).
CreatedBy string
The identity that created the resource.
CreatedByType string
The type of identity that created the resource.
LastModifiedAt string
The timestamp of resource last modification (UTC)
LastModifiedBy string
The identity that last modified the resource.
LastModifiedByType string
The type of identity that last modified the resource.
createdAt String
The timestamp of resource creation (UTC).
createdBy String
The identity that created the resource.
createdByType String
The type of identity that created the resource.
lastModifiedAt String
The timestamp of resource last modification (UTC)
lastModifiedBy String
The identity that last modified the resource.
lastModifiedByType String
The type of identity that last modified the resource.
createdAt string
The timestamp of resource creation (UTC).
createdBy string
The identity that created the resource.
createdByType string
The type of identity that created the resource.
lastModifiedAt string
The timestamp of resource last modification (UTC)
lastModifiedBy string
The identity that last modified the resource.
lastModifiedByType string
The type of identity that last modified the resource.
created_at str
The timestamp of resource creation (UTC).
created_by str
The identity that created the resource.
created_by_type str
The type of identity that created the resource.
last_modified_at str
The timestamp of resource last modification (UTC)
last_modified_by str
The identity that last modified the resource.
last_modified_by_type str
The type of identity that last modified the resource.
createdAt String
The timestamp of resource creation (UTC).
createdBy String
The identity that created the resource.
createdByType String
The type of identity that created the resource.
lastModifiedAt String
The timestamp of resource last modification (UTC)
lastModifiedBy String
The identity that last modified the resource.
lastModifiedByType String
The type of identity that last modified the resource.

UserAssignedIdentityResponse
, UserAssignedIdentityResponseArgs

ClientId This property is required. string
The client ID of the assigned identity.
PrincipalId This property is required. string
The principal ID of the assigned identity.
TenantId string
The tenant ID of the user assigned identity.
ClientId This property is required. string
The client ID of the assigned identity.
PrincipalId This property is required. string
The principal ID of the assigned identity.
TenantId string
The tenant ID of the user assigned identity.
clientId This property is required. String
The client ID of the assigned identity.
principalId This property is required. String
The principal ID of the assigned identity.
tenantId String
The tenant ID of the user assigned identity.
clientId This property is required. string
The client ID of the assigned identity.
principalId This property is required. string
The principal ID of the assigned identity.
tenantId string
The tenant ID of the user assigned identity.
client_id This property is required. str
The client ID of the assigned identity.
principal_id This property is required. str
The principal ID of the assigned identity.
tenant_id str
The tenant ID of the user assigned identity.
clientId This property is required. String
The client ID of the assigned identity.
principalId This property is required. String
The principal ID of the assigned identity.
tenantId String
The tenant ID of the user assigned identity.

Package Details

Repository
Azure Native pulumi/pulumi-azure-native
License
Apache-2.0
This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
Azure Native v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi
pulumi/pulumi-azure-native