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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.ServerlessEndpoint

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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, 2024-04-01-preview, 2024-07-01-preview, 2024-10-01, 2024-10-01-preview, 2025-01-01-preview.

    A Serverless Endpoint requires a Marketplace subscription. You can create one via the MarketplaceSubscription resource and then making your endpoint depend on it.

    Import

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

    $ pulumi import azure-native:machinelearningservices:ServerlessEndpoint string /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/serverlessEndpoints/{name}

    Create ServerlessEndpoint Resource

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

    Constructor syntax

    new ServerlessEndpoint(name: string, args: ServerlessEndpointArgs, opts?: CustomResourceOptions);
    @overload
def ServerlessEndpoint(resource_name: str,
                       args: ServerlessEndpointInitArgs,
                       opts: Optional[ResourceOptions] = None)

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

    type: azure-native:machinelearningservices:ServerlessEndpoint
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 ServerlessEndpointArgs
    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 ServerlessEndpointInitArgs
    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 ServerlessEndpointArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args ServerlessEndpointArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args ServerlessEndpointArgs
    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 serverlessEndpointResource = new AzureNative.MachineLearningServices.ServerlessEndpoint("serverlessEndpointResource", new()
{
    ResourceGroupName = "string",
    ServerlessEndpointProperties = new AzureNative.MachineLearningServices.Inputs.ServerlessEndpointArgs
    {
        Offer = new AzureNative.MachineLearningServices.Inputs.ServerlessOfferArgs
        {
            OfferName = "string",
            Publisher = "string",
        },
        AuthMode = "string",
        CapacityReservation = new AzureNative.MachineLearningServices.Inputs.ServerlessEndpointCapacityReservationArgs
        {
            CapacityReservationGroupId = "string",
            EndpointReservedCapacity = 0,
        },
    },
    WorkspaceName = "string",
    Identity = new AzureNative.MachineLearningServices.Inputs.ManagedServiceIdentityArgs
    {
        Type = "string",
        UserAssignedIdentities = new[]
        {
            "string",
        },
    },
    Kind = "string",
    Location = "string",
    Name = "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.NewServerlessEndpoint(ctx, "serverlessEndpointResource", &machinelearningservices.ServerlessEndpointArgs{
	ResourceGroupName: pulumi.String("string"),
	ServerlessEndpointProperties: &machinelearningservices.ServerlessEndpointTypeArgs{
		Offer: &machinelearningservices.ServerlessOfferArgs{
			OfferName: pulumi.String("string"),
			Publisher: pulumi.String("string"),
		},
		AuthMode: pulumi.String("string"),
		CapacityReservation: &machinelearningservices.ServerlessEndpointCapacityReservationArgs{
			CapacityReservationGroupId: pulumi.String("string"),
			EndpointReservedCapacity:   pulumi.Int(0),
		},
	},
	WorkspaceName: pulumi.String("string"),
	Identity: &machinelearningservices.ManagedServiceIdentityArgs{
		Type: pulumi.String("string"),
		UserAssignedIdentities: pulumi.StringArray{
			pulumi.String("string"),
		},
	},
	Kind:     pulumi.String("string"),
	Location: pulumi.String("string"),
	Name:     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 serverlessEndpointResource = new ServerlessEndpoint("serverlessEndpointResource", ServerlessEndpointArgs.builder()
    .resourceGroupName("string")
    .serverlessEndpointProperties(ServerlessEndpointArgs.builder()
        .offer(ServerlessOfferArgs.builder()
            .offerName("string")
            .publisher("string")
            .build())
        .authMode("string")
        .capacityReservation(ServerlessEndpointCapacityReservationArgs.builder()
            .capacityReservationGroupId("string")
            .endpointReservedCapacity(0)
            .build())
        .build())
    .workspaceName("string")
    .identity(ManagedServiceIdentityArgs.builder()
        .type("string")
        .userAssignedIdentities("string")
        .build())
    .kind("string")
    .location("string")
    .name("string")
    .sku(SkuArgs.builder()
        .name("string")
        .capacity(0)
        .family("string")
        .size("string")
        .tier("Free")
        .build())
    .tags(Map.of("string", "string"))
    .build());

    serverless_endpoint_resource = azure_native.machinelearningservices.ServerlessEndpoint("serverlessEndpointResource",
    resource_group_name="string",
    serverless_endpoint_properties={
        "offer": {
            "offer_name": "string",
            "publisher": "string",
        },
        "auth_mode": "string",
        "capacity_reservation": {
            "capacity_reservation_group_id": "string",
            "endpoint_reserved_capacity": 0,
        },
    },
    workspace_name="string",
    identity={
        "type": "string",
        "user_assigned_identities": ["string"],
    },
    kind="string",
    location="string",
    name="string",
    sku={
        "name": "string",
        "capacity": 0,
        "family": "string",
        "size": "string",
        "tier": azure_native.machinelearningservices.SkuTier.FREE,
    },
    tags={
        "string": "string",
    })

    const serverlessEndpointResource = new azure_native.machinelearningservices.ServerlessEndpoint("serverlessEndpointResource", {
    resourceGroupName: "string",
    serverlessEndpointProperties: {
        offer: {
            offerName: "string",
            publisher: "string",
        },
        authMode: "string",
        capacityReservation: {
            capacityReservationGroupId: "string",
            endpointReservedCapacity: 0,
        },
    },
    workspaceName: "string",
    identity: {
        type: "string",
        userAssignedIdentities: ["string"],
    },
    kind: "string",
    location: "string",
    name: "string",
    sku: {
        name: "string",
        capacity: 0,
        family: "string",
        size: "string",
        tier: azure_native.machinelearningservices.SkuTier.Free,
    },
    tags: {
        string: "string",
    },
});

    type: azure-native:machinelearningservices:ServerlessEndpoint
properties:
    identity:
        type: string
        userAssignedIdentities:
            - string
    kind: string
    location: string
    name: string
    resourceGroupName: string
    serverlessEndpointProperties:
        authMode: string
        capacityReservation:
            capacityReservationGroupId: string
            endpointReservedCapacity: 0
        offer:
            offerName: string
            publisher: string
    sku:
        capacity: 0
        family: string
        name: string
        size: string
        tier: Free
    tags:
        string: string
    workspaceName: string

    ServerlessEndpoint 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 ServerlessEndpoint resource accepts the following input properties:

    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    ServerlessEndpointProperties Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessEndpoint
    [Required] Additional attributes of the entity.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    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
    Name string
    Serverless Endpoint name.
    Sku Pulumi.AzureNative.MachineLearningServices.Inputs.Sku
    Sku details required for ARM contract for Autoscaling.
    Tags Dictionary<string, string>
    Resource tags.
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    ServerlessEndpointProperties ServerlessEndpointTypeArgs
    [Required] Additional attributes of the entity.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    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
    Name string
    Serverless Endpoint name.
    Sku SkuArgs
    Sku details required for ARM contract for Autoscaling.
    Tags map[string]string
    Resource tags.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    serverlessEndpointProperties ServerlessEndpoint
    [Required] Additional attributes of the entity.
    workspaceName String
    Name of Azure Machine Learning workspace.
    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
    name String
    Serverless Endpoint name.
    sku Sku
    Sku details required for ARM contract for Autoscaling.
    tags Map<String,String>
    Resource tags.
    resourceGroupName string
    The name of the resource group. The name is case insensitive.
    serverlessEndpointProperties ServerlessEndpoint
    [Required] Additional attributes of the entity.
    workspaceName string
    Name of Azure Machine Learning workspace.
    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
    name string
    Serverless Endpoint name.
    sku Sku
    Sku details required for ARM contract for Autoscaling.
    tags {[key: string]: string}
    Resource tags.
    resource_group_name str
    The name of the resource group. The name is case insensitive.
    serverless_endpoint_properties ServerlessEndpointArgs
    [Required] Additional attributes of the entity.
    workspace_name str
    Name of Azure Machine Learning workspace.
    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
    name str
    Serverless Endpoint name.
    sku SkuArgs
    Sku details required for ARM contract for Autoscaling.
    tags Mapping[str, str]
    Resource tags.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    serverlessEndpointProperties Property Map
    [Required] Additional attributes of the entity.
    workspaceName String
    Name of Azure Machine Learning workspace.
    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
    name String
    Serverless Endpoint name.
    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 ServerlessEndpoint resource produces the following output properties:

    Id string
    The provider-assigned unique ID for this managed 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.
    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.
    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.
    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.
    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.
    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

    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

    ServerlessEndpoint, ServerlessEndpointArgs

    Offer Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessOffer
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    AuthMode string | Pulumi.AzureNative.MachineLearningServices.ServerlessInferenceEndpointAuthMode
    Specifies the authentication mode for the Serverless endpoint.
    CapacityReservation Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessEndpointCapacityReservation
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    Offer ServerlessOffer
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    AuthMode string | ServerlessInferenceEndpointAuthMode
    Specifies the authentication mode for the Serverless endpoint.
    CapacityReservation ServerlessEndpointCapacityReservation
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    offer ServerlessOffer
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    authMode String | ServerlessInferenceEndpointAuthMode
    Specifies the authentication mode for the Serverless endpoint.
    capacityReservation ServerlessEndpointCapacityReservation
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    offer ServerlessOffer
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    authMode string | ServerlessInferenceEndpointAuthMode
    Specifies the authentication mode for the Serverless endpoint.
    capacityReservation ServerlessEndpointCapacityReservation
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    offer ServerlessOffer
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    auth_mode str | ServerlessInferenceEndpointAuthMode
    Specifies the authentication mode for the Serverless endpoint.
    capacity_reservation ServerlessEndpointCapacityReservation
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    offer Property Map
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    authMode String | "Key" | "AAD"
    Specifies the authentication mode for the Serverless endpoint.
    capacityReservation Property Map
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.

    ServerlessEndpointCapacityReservation, ServerlessEndpointCapacityReservationArgs

    CapacityReservationGroupId string
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    EndpointReservedCapacity int
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    CapacityReservationGroupId string
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    EndpointReservedCapacity int
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacityReservationGroupId String
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpointReservedCapacity Integer
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacityReservationGroupId string
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpointReservedCapacity number
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacity_reservation_group_id str
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpoint_reserved_capacity int
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacityReservationGroupId String
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpointReservedCapacity Number
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.

    ServerlessEndpointCapacityReservationResponse, ServerlessEndpointCapacityReservationResponseArgs

    CapacityReservationGroupId string
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    EndpointReservedCapacity int
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    CapacityReservationGroupId string
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    EndpointReservedCapacity int
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacityReservationGroupId String
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpointReservedCapacity Integer
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacityReservationGroupId string
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpointReservedCapacity number
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacity_reservation_group_id str
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpoint_reserved_capacity int
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.
    capacityReservationGroupId String
    [Required] Specifies a capacity reservation group ID to allocate capacity from.
    endpointReservedCapacity Number
    Specifies a capacity amount to reserve for this endpoint within the parent capacity reservation group.

    ServerlessEndpointResponse, ServerlessEndpointResponseArgs

    InferenceEndpoint Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessInferenceEndpointResponse
    The inference uri to target when making requests against the serverless endpoint
    Offer Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessOfferResponse
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    ProvisioningState string
    Provisioning state for the endpoint.
    AuthMode string
    Specifies the authentication mode for the Serverless endpoint.
    CapacityReservation Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessEndpointCapacityReservationResponse
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    InferenceEndpoint ServerlessInferenceEndpointResponse
    The inference uri to target when making requests against the serverless endpoint
    Offer ServerlessOfferResponse
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    ProvisioningState string
    Provisioning state for the endpoint.
    AuthMode string
    Specifies the authentication mode for the Serverless endpoint.
    CapacityReservation ServerlessEndpointCapacityReservationResponse
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    inferenceEndpoint ServerlessInferenceEndpointResponse
    The inference uri to target when making requests against the serverless endpoint
    offer ServerlessOfferResponse
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    provisioningState String
    Provisioning state for the endpoint.
    authMode String
    Specifies the authentication mode for the Serverless endpoint.
    capacityReservation ServerlessEndpointCapacityReservationResponse
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    inferenceEndpoint ServerlessInferenceEndpointResponse
    The inference uri to target when making requests against the serverless endpoint
    offer ServerlessOfferResponse
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    provisioningState string
    Provisioning state for the endpoint.
    authMode string
    Specifies the authentication mode for the Serverless endpoint.
    capacityReservation ServerlessEndpointCapacityReservationResponse
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    inference_endpoint ServerlessInferenceEndpointResponse
    The inference uri to target when making requests against the serverless endpoint
    offer ServerlessOfferResponse
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    provisioning_state str
    Provisioning state for the endpoint.
    auth_mode str
    Specifies the authentication mode for the Serverless endpoint.
    capacity_reservation ServerlessEndpointCapacityReservationResponse
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.
    inferenceEndpoint Property Map
    The inference uri to target when making requests against the serverless endpoint
    offer Property Map
    [Required] The publisher-defined Serverless Offer to provision the endpoint with.
    provisioningState String
    Provisioning state for the endpoint.
    authMode String
    Specifies the authentication mode for the Serverless endpoint.
    capacityReservation Property Map
    Optional capacity reservation information for the endpoint. When specified, the Serverless Endpoint will be allocated capacity from the specified capacity reservation group.

    ServerlessInferenceEndpointAuthMode, ServerlessInferenceEndpointAuthModeArgs

    Key
    Key
    AAD
    AAD
    ServerlessInferenceEndpointAuthModeKey
    Key
    ServerlessInferenceEndpointAuthModeAAD
    AAD
    Key
    Key
    AAD
    AAD
    Key
    Key
    AAD
    AAD
    KEY
    Key
    AAD
    AAD
    "Key"
    Key
    "AAD"
    AAD

    ServerlessInferenceEndpointResponse, ServerlessInferenceEndpointResponseArgs

    Headers Dictionary<string, string>
    Specifies any required headers to target this serverless endpoint.
    Uri string
    [Required] The inference uri to target when making requests against the Serverless Endpoint.
    Headers map[string]string
    Specifies any required headers to target this serverless endpoint.
    Uri string
    [Required] The inference uri to target when making requests against the Serverless Endpoint.
    headers Map<String,String>
    Specifies any required headers to target this serverless endpoint.
    uri String
    [Required] The inference uri to target when making requests against the Serverless Endpoint.
    headers {[key: string]: string}
    Specifies any required headers to target this serverless endpoint.
    uri string
    [Required] The inference uri to target when making requests against the Serverless Endpoint.
    headers Mapping[str, str]
    Specifies any required headers to target this serverless endpoint.
    uri str
    [Required] The inference uri to target when making requests against the Serverless Endpoint.
    headers Map<String>
    Specifies any required headers to target this serverless endpoint.
    uri String
    [Required] The inference uri to target when making requests against the Serverless Endpoint.

    ServerlessOffer, ServerlessOfferArgs

    OfferName string
    [Required] The name of the Serverless Offer
    Publisher string
    [Required] Publisher name of the Serverless Offer
    OfferName string
    [Required] The name of the Serverless Offer
    Publisher string
    [Required] Publisher name of the Serverless Offer
    offerName String
    [Required] The name of the Serverless Offer
    publisher String
    [Required] Publisher name of the Serverless Offer
    offerName string
    [Required] The name of the Serverless Offer
    publisher string
    [Required] Publisher name of the Serverless Offer
    offer_name str
    [Required] The name of the Serverless Offer
    publisher str
    [Required] Publisher name of the Serverless Offer
    offerName String
    [Required] The name of the Serverless Offer
    publisher String
    [Required] Publisher name of the Serverless Offer

    ServerlessOfferResponse, ServerlessOfferResponseArgs

    OfferName string
    [Required] The name of the Serverless Offer
    Publisher string
    [Required] Publisher name of the Serverless Offer
    OfferName string
    [Required] The name of the Serverless Offer
    Publisher string
    [Required] Publisher name of the Serverless Offer
    offerName String
    [Required] The name of the Serverless Offer
    publisher String
    [Required] Publisher name of the Serverless Offer
    offerName string
    [Required] The name of the Serverless Offer
    publisher string
    [Required] Publisher name of the Serverless Offer
    offer_name str
    [Required] The name of the Serverless Offer
    publisher str
    [Required] Publisher name of the Serverless Offer
    offerName String
    [Required] The name of the Serverless Offer
    publisher String
    [Required] Publisher name of the Serverless Offer

    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

    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 v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi
    pulumi/pulumi-azure-native