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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 v3.3.0 published on Monday, Apr 28, 2025 by Pulumi
pulumi/pulumi-azure-native

azure-native.machinelearningservices.InferenceEndpoint

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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 v3.3.0 published on Monday, Apr 28, 2025 by Pulumi
pulumi/pulumi-azure-native

    Uses Azure REST API version 2025-01-01-preview. In version 2.x of the Azure Native provider, it used API version 2023-08-01-preview.

    Other available API versions: 2023-08-01-preview, 2024-01-01-preview, 2024-10-01-preview. These can be accessed by generating a local SDK package using the CLI command pulumi package add azure-native machinelearningservices [ApiVersion]. See the version guide for details.

    Import

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

    $ pulumi import azure-native:machinelearningservices:InferenceEndpoint string /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/inferencePools/{poolName}/endpoints/{endpointName}

    Create InferenceEndpoint Resource

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

    Constructor syntax

    new InferenceEndpoint(name: string, args: InferenceEndpointArgs, opts?: CustomResourceOptions);
    @overload
def InferenceEndpoint(resource_name: str,
                      args: InferenceEndpointInitArgs,
                      opts: Optional[ResourceOptions] = None)

@overload
def InferenceEndpoint(resource_name: str,
                      opts: Optional[ResourceOptions] = None,
                      inference_endpoint_properties: Optional[InferenceEndpointArgs] = None,
                      pool_name: Optional[str] = None,
                      resource_group_name: Optional[str] = None,
                      workspace_name: Optional[str] = None,
                      endpoint_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 NewInferenceEndpoint(ctx *Context, name string, args InferenceEndpointArgs, opts ...ResourceOption) (*InferenceEndpoint, error)
    public InferenceEndpoint(string name, InferenceEndpointArgs args, CustomResourceOptions? opts = null)
    public InferenceEndpoint(String name, InferenceEndpointArgs args)
public InferenceEndpoint(String name, InferenceEndpointArgs args, CustomResourceOptions options)

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

    Parameters

    name string
    The unique name of the resource.
    args InferenceEndpointArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    resource_name str
    The unique name of the resource.
    args InferenceEndpointInitArgs
    The arguments to resource properties.
    opts ResourceOptions
    Bag of options to control resource's behavior.
    ctx Context
    Context object for the current deployment.
    name string
    The unique name of the resource.
    args InferenceEndpointArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args InferenceEndpointArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args InferenceEndpointArgs
    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 inferenceEndpointResource = new AzureNative.MachineLearningServices.InferenceEndpoint("inferenceEndpointResource", new()
{
    InferenceEndpointProperties = new AzureNative.MachineLearningServices.Inputs.InferenceEndpointArgs
    {
        AuthMode = "string",
        GroupName = "string",
        Description = "string",
        Properties = new[]
        {
            new AzureNative.MachineLearningServices.Inputs.StringStringKeyValuePairArgs
            {
                Key = "string",
                Value = "string",
            },
        },
        RequestConfiguration = new AzureNative.MachineLearningServices.Inputs.RequestConfigurationArgs
        {
            MaxConcurrentRequestsPerInstance = 0,
            RequestTimeout = "string",
        },
    },
    PoolName = "string",
    ResourceGroupName = "string",
    WorkspaceName = "string",
    EndpointName = "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" },
    },
});

    example, err := machinelearningservices.NewInferenceEndpoint(ctx, "inferenceEndpointResource", &machinelearningservices.InferenceEndpointArgs{
	InferenceEndpointProperties: &machinelearningservices.InferenceEndpointTypeArgs{
		AuthMode:    pulumi.String("string"),
		GroupName:   pulumi.String("string"),
		Description: pulumi.String("string"),
		Properties: machinelearningservices.StringStringKeyValuePairArray{
			&machinelearningservices.StringStringKeyValuePairArgs{
				Key:   pulumi.String("string"),
				Value: pulumi.String("string"),
			},
		},
		RequestConfiguration: &machinelearningservices.RequestConfigurationArgs{
			MaxConcurrentRequestsPerInstance: pulumi.Int(0),
			RequestTimeout:                   pulumi.String("string"),
		},
	},
	PoolName:          pulumi.String("string"),
	ResourceGroupName: pulumi.String("string"),
	WorkspaceName:     pulumi.String("string"),
	EndpointName:      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"),
	},
})

    var inferenceEndpointResource = new InferenceEndpoint("inferenceEndpointResource", InferenceEndpointArgs.builder()
    .inferenceEndpointProperties(InferenceEndpointArgs.builder()
        .authMode("string")
        .groupName("string")
        .description("string")
        .properties(StringStringKeyValuePairArgs.builder()
            .key("string")
            .value("string")
            .build())
        .requestConfiguration(RequestConfigurationArgs.builder()
            .maxConcurrentRequestsPerInstance(0)
            .requestTimeout("string")
            .build())
        .build())
    .poolName("string")
    .resourceGroupName("string")
    .workspaceName("string")
    .endpointName("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());

    inference_endpoint_resource = azure_native.machinelearningservices.InferenceEndpoint("inferenceEndpointResource",
    inference_endpoint_properties={
        "auth_mode": "string",
        "group_name": "string",
        "description": "string",
        "properties": [{
            "key": "string",
            "value": "string",
        }],
        "request_configuration": {
            "max_concurrent_requests_per_instance": 0,
            "request_timeout": "string",
        },
    },
    pool_name="string",
    resource_group_name="string",
    workspace_name="string",
    endpoint_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",
    })

    const inferenceEndpointResource = new azure_native.machinelearningservices.InferenceEndpoint("inferenceEndpointResource", {
    inferenceEndpointProperties: {
        authMode: "string",
        groupName: "string",
        description: "string",
        properties: [{
            key: "string",
            value: "string",
        }],
        requestConfiguration: {
            maxConcurrentRequestsPerInstance: 0,
            requestTimeout: "string",
        },
    },
    poolName: "string",
    resourceGroupName: "string",
    workspaceName: "string",
    endpointName: "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",
    },
});

    type: azure-native:machinelearningservices:InferenceEndpoint
properties:
    endpointName: string
    identity:
        type: string
        userAssignedIdentities:
            - string
    inferenceEndpointProperties:
        authMode: string
        description: string
        groupName: string
        properties:
            - key: string
              value: string
        requestConfiguration:
            maxConcurrentRequestsPerInstance: 0
            requestTimeout: 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

    InferenceEndpoint 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 InferenceEndpoint resource accepts the following input properties:

    InferenceEndpointProperties Pulumi.AzureNative.MachineLearningServices.Inputs.InferenceEndpoint
    [Required] Additional attributes of the entity.
    PoolName string
    InferencePool name.
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    EndpointName string
    InferenceEndpoint 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 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.
    InferenceEndpointProperties InferenceEndpointTypeArgs
    [Required] Additional attributes of the entity.
    PoolName string
    InferencePool name.
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    EndpointName string
    InferenceEndpoint 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 string
    The geo-location where the resource lives
    Sku SkuArgs
    Sku details required for ARM contract for Autoscaling.
    Tags map[string]string
    Resource tags.
    inferenceEndpointProperties InferenceEndpoint
    [Required] Additional attributes of the entity.
    poolName String
    InferencePool name.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Name of Azure Machine Learning workspace.
    endpointName String
    InferenceEndpoint 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 String
    The geo-location where the resource lives
    sku Sku
    Sku details required for ARM contract for Autoscaling.
    tags Map<String,String>
    Resource tags.
    inferenceEndpointProperties InferenceEndpoint
    [Required] Additional attributes of the entity.
    poolName string
    InferencePool name.
    resourceGroupName string
    The name of the resource group. The name is case insensitive.
    workspaceName string
    Name of Azure Machine Learning workspace.
    endpointName string
    InferenceEndpoint 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 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_endpoint_properties InferenceEndpointArgs
    [Required] Additional attributes of the entity.
    pool_name str
    InferencePool name.
    resource_group_name str
    The name of the resource group. The name is case insensitive.
    workspace_name str
    Name of Azure Machine Learning workspace.
    endpoint_name str
    InferenceEndpoint 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 str
    The geo-location where the resource lives
    sku SkuArgs
    Sku details required for ARM contract for Autoscaling.
    tags Mapping[str, str]
    Resource tags.
    inferenceEndpointProperties Property Map
    [Required] Additional attributes of the entity.
    poolName String
    InferencePool name.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Name of Azure Machine Learning workspace.
    endpointName String
    InferenceEndpoint 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 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 InferenceEndpoint resource produces the following output properties:

    AzureApiVersion string
    The Azure API version of the resource.
    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"
    AzureApiVersion string
    The Azure API version of the resource.
    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"
    azureApiVersion String
    The Azure API version of the resource.
    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"
    azureApiVersion string
    The Azure API version of the resource.
    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"
    azure_api_version str
    The Azure API version of the resource.
    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"
    azureApiVersion String
    The Azure API version of the resource.
    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

    AuthMode, AuthModeArgs

    AAD
    AAD
    AuthModeAAD
    AAD
    AAD
    AAD
    AAD
    AAD
    AAD
    AAD
    "AAD"
    AAD

    InferenceEndpoint, InferenceEndpointArgs

    AuthMode string | Pulumi.AzureNative.MachineLearningServices.AuthMode
    [Required] Authentication mode for the endpoint.
    GroupName string
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    Description string
    Description of the resource.
    Properties List<Pulumi.AzureNative.MachineLearningServices.Inputs.StringStringKeyValuePair>
    Property dictionary. Properties can be added, but not removed or altered.
    RequestConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.RequestConfiguration
    RequestConfiguration for endpoint.
    AuthMode string | AuthMode
    [Required] Authentication mode for the endpoint.
    GroupName string
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    Description string
    Description of the resource.
    Properties []StringStringKeyValuePair
    Property dictionary. Properties can be added, but not removed or altered.
    RequestConfiguration RequestConfiguration
    RequestConfiguration for endpoint.
    authMode String | AuthMode
    [Required] Authentication mode for the endpoint.
    groupName String
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    description String
    Description of the resource.
    properties List<StringStringKeyValuePair>
    Property dictionary. Properties can be added, but not removed or altered.
    requestConfiguration RequestConfiguration
    RequestConfiguration for endpoint.
    authMode string | AuthMode
    [Required] Authentication mode for the endpoint.
    groupName string
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    description string
    Description of the resource.
    properties StringStringKeyValuePair[]
    Property dictionary. Properties can be added, but not removed or altered.
    requestConfiguration RequestConfiguration
    RequestConfiguration for endpoint.
    auth_mode str | AuthMode
    [Required] Authentication mode for the endpoint.
    group_name str
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    description str
    Description of the resource.
    properties Sequence[StringStringKeyValuePair]
    Property dictionary. Properties can be added, but not removed or altered.
    request_configuration RequestConfiguration
    RequestConfiguration for endpoint.
    authMode String | "AAD"
    [Required] Authentication mode for the endpoint.
    groupName String
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    description String
    Description of the resource.
    properties List<Property Map>
    Property dictionary. Properties can be added, but not removed or altered.
    requestConfiguration Property Map
    RequestConfiguration for endpoint.

    InferenceEndpointResponse, InferenceEndpointResponseArgs

    AuthMode string
    [Required] Authentication mode for the endpoint.
    EndpointUri string
    Endpoint URI for the inference endpoint.
    GroupName string
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    ProvisioningState string
    Provisioning state for the endpoint.
    Description string
    Description of the resource.
    Properties List<Pulumi.AzureNative.MachineLearningServices.Inputs.StringStringKeyValuePairResponse>
    Property dictionary. Properties can be added, but not removed or altered.
    RequestConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.RequestConfigurationResponse
    RequestConfiguration for endpoint.
    AuthMode string
    [Required] Authentication mode for the endpoint.
    EndpointUri string
    Endpoint URI for the inference endpoint.
    GroupName string
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    ProvisioningState string
    Provisioning state for the endpoint.
    Description string
    Description of the resource.
    Properties []StringStringKeyValuePairResponse
    Property dictionary. Properties can be added, but not removed or altered.
    RequestConfiguration RequestConfigurationResponse
    RequestConfiguration for endpoint.
    authMode String
    [Required] Authentication mode for the endpoint.
    endpointUri String
    Endpoint URI for the inference endpoint.
    groupName String
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    provisioningState String
    Provisioning state for the endpoint.
    description String
    Description of the resource.
    properties List<StringStringKeyValuePairResponse>
    Property dictionary. Properties can be added, but not removed or altered.
    requestConfiguration RequestConfigurationResponse
    RequestConfiguration for endpoint.
    authMode string
    [Required] Authentication mode for the endpoint.
    endpointUri string
    Endpoint URI for the inference endpoint.
    groupName string
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    provisioningState string
    Provisioning state for the endpoint.
    description string
    Description of the resource.
    properties StringStringKeyValuePairResponse[]
    Property dictionary. Properties can be added, but not removed or altered.
    requestConfiguration RequestConfigurationResponse
    RequestConfiguration for endpoint.
    auth_mode str
    [Required] Authentication mode for the endpoint.
    endpoint_uri str
    Endpoint URI for the inference endpoint.
    group_name str
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    provisioning_state str
    Provisioning state for the endpoint.
    description str
    Description of the resource.
    properties Sequence[StringStringKeyValuePairResponse]
    Property dictionary. Properties can be added, but not removed or altered.
    request_configuration RequestConfigurationResponse
    RequestConfiguration for endpoint.
    authMode String
    [Required] Authentication mode for the endpoint.
    endpointUri String
    Endpoint URI for the inference endpoint.
    groupName String
    [Required] Group within the same pool with which this endpoint needs to be associated with.
    provisioningState String
    Provisioning state for the endpoint.
    description String
    Description of the resource.
    properties List<Property Map>
    Property dictionary. Properties can be added, but not removed or altered.
    requestConfiguration Property Map
    RequestConfiguration for endpoint.

    ManagedServiceIdentity, ManagedServiceIdentityArgs

    Type 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 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 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 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 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 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 string
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    TenantId string
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    Type 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 string
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    TenantId string
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    Type 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 String
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenantId String
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type 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 string
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenantId string
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type 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 str
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenant_id str
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type 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 String
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenantId String
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type 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

    RequestConfiguration, RequestConfigurationArgs

    MaxConcurrentRequestsPerInstance int
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    RequestTimeout string
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    MaxConcurrentRequestsPerInstance int
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    RequestTimeout string
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    maxConcurrentRequestsPerInstance Integer
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    requestTimeout String
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    maxConcurrentRequestsPerInstance number
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    requestTimeout string
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    max_concurrent_requests_per_instance int
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    request_timeout str
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    maxConcurrentRequestsPerInstance Number
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    requestTimeout String
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.

    RequestConfigurationResponse, RequestConfigurationResponseArgs

    MaxConcurrentRequestsPerInstance int
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    RequestTimeout string
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    MaxConcurrentRequestsPerInstance int
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    RequestTimeout string
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    maxConcurrentRequestsPerInstance Integer
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    requestTimeout String
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    maxConcurrentRequestsPerInstance number
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    requestTimeout string
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    max_concurrent_requests_per_instance int
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    request_timeout str
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.
    maxConcurrentRequestsPerInstance Number
    The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
    requestTimeout String
    The scoring timeout in ISO 8601 format. Defaults to 5000ms.

    Sku, SkuArgs

    Name 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 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 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 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 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 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 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 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 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 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 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 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

    StringStringKeyValuePair, StringStringKeyValuePairArgs

    Key string
    Value string
    Key string
    Value string
    key String
    value String
    key string
    value string
    key str
    value str
    key String
    value String

    StringStringKeyValuePairResponse, StringStringKeyValuePairResponseArgs

    Key string
    Value string
    Key string
    Value string
    key String
    value String
    key string
    value string
    key str
    value str
    key String
    value String

    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 string
    The client ID of the assigned identity.
    PrincipalId string
    The principal ID of the assigned identity.
    TenantId string
    The tenant ID of the user assigned identity.
    ClientId string
    The client ID of the assigned identity.
    PrincipalId string
    The principal ID of the assigned identity.
    TenantId string
    The tenant ID of the user assigned identity.
    clientId String
    The client ID of the assigned identity.
    principalId String
    The principal ID of the assigned identity.
    tenantId String
    The tenant ID of the user assigned identity.
    clientId string
    The client ID of the assigned identity.
    principalId string
    The principal ID of the assigned identity.
    tenantId string
    The tenant ID of the user assigned identity.
    client_id str
    The client ID of the assigned identity.
    principal_id str
    The principal ID of the assigned identity.
    tenant_id str
    The tenant ID of the user assigned identity.
    clientId String
    The client ID of the assigned identity.
    principalId 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
    azure-native logo
    This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
    Azure Native v3.3.0 published on Monday, Apr 28, 2025 by Pulumi
    pulumi/pulumi-azure-native