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  5. ServerlessEndpoint
These are the docs for Azure Native v2. We recommenend using the latest version, Azure Native v3.
Azure Native v2 v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi
pulumi/pulumi-azure-native

azure-native-v2.machinelearningservices.ServerlessEndpoint

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These are the docs for Azure Native v2. We recommenend using the latest version, Azure Native v3.
Azure Native v2 v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi
pulumi/pulumi-azure-native

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.

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}
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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 This property is required. string
The unique name of the resource.
args This property is required. ServerlessEndpointArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
resource_name This property is required. str
The unique name of the resource.
args This property is required. 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 This property is required. string
The unique name of the resource.
args This property is required. ServerlessEndpointArgs
The arguments to resource properties.
opts ResourceOption
Bag of options to control resource's behavior.
name This property is required. string
The unique name of the resource.
args This property is required. ServerlessEndpointArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
name This property is required. String
The unique name of the resource.
args This property is required. 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 = 
    {
        { "offer", 
        {
            { "offerName", "string" },
            { "publisher", "string" },
        } },
        { "authMode", "string" },
        { "capacityReservation", 
        {
            { "capacityReservationGroupId", "string" },
            { "endpointReservedCapacity", 0 },
        } },
    },
    WorkspaceName = "string",
    Identity = 
    {
        { "type", "string" },
        { "userAssignedIdentities", new[]
        {
            "string",
        } },
    },
    Kind = "string",
    Location = "string",
    Name = "string",
    Sku = 
    {
        { "name", "string" },
        { "capacity", 0 },
        { "family", "string" },
        { "size", "string" },
        { "tier", "Free" },
    },
    Tags = 
    {
        { "string", "string" },
    },
});
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example, err := machinelearningservices.NewServerlessEndpoint(ctx, "serverlessEndpointResource", &machinelearningservices.ServerlessEndpointArgs{
	ResourceGroupName: "string",
	ServerlessEndpointProperties: map[string]interface{}{
		"offer": map[string]interface{}{
			"offerName": "string",
			"publisher": "string",
		},
		"authMode": "string",
		"capacityReservation": map[string]interface{}{
			"capacityReservationGroupId": "string",
			"endpointReservedCapacity":   0,
		},
	},
	WorkspaceName: "string",
	Identity: map[string]interface{}{
		"type": "string",
		"userAssignedIdentities": []string{
			"string",
		},
	},
	Kind:     "string",
	Location: "string",
	Name:     "string",
	Sku: map[string]interface{}{
		"name":     "string",
		"capacity": 0,
		"family":   "string",
		"size":     "string",
		"tier":     "Free",
	},
	Tags: map[string]interface{}{
		"string": "string",
	},
})
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var serverlessEndpointResource = new ServerlessEndpoint("serverlessEndpointResource", ServerlessEndpointArgs.builder()
    .resourceGroupName("string")
    .serverlessEndpointProperties(%!v(PANIC=Format method: runtime error: invalid memory address or nil pointer dereference))
    .workspaceName("string")
    .identity(%!v(PANIC=Format method: runtime error: invalid memory address or nil pointer dereference))
    .kind("string")
    .location("string")
    .name("string")
    .sku(%!v(PANIC=Format method: runtime error: invalid memory address or nil pointer dereference))
    .tags(%!v(PANIC=Format method: runtime error: invalid memory address or nil pointer dereference))
    .build());
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serverless_endpoint_resource = azure_native.machinelearningservices.ServerlessEndpoint("serverlessEndpointResource",
    resource_group_name=string,
    serverless_endpoint_properties={
        offer: {
            offerName: string,
            publisher: string,
        },
        authMode: string,
        capacityReservation: {
            capacityReservationGroupId: string,
            endpointReservedCapacity: 0,
        },
    },
    workspace_name=string,
    identity={
        type: string,
        userAssignedIdentities: [string],
    },
    kind=string,
    location=string,
    name=string,
    sku={
        name: string,
        capacity: 0,
        family: string,
        size: string,
        tier: Free,
    },
    tags={
        string: string,
    })
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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: "Free",
    },
    tags: {
        string: "string",
    },
});
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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
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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
This property is required.
Changes to this property will trigger replacement.
string
The name of the resource group. The name is case insensitive.
ServerlessEndpointProperties This property is required. Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessEndpoint
[Required] Additional attributes of the entity.
WorkspaceName
This property is required.
Changes to this property will trigger replacement.
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 Changes to this property will trigger replacement. string
The geo-location where the resource lives
Name Changes to this property will trigger replacement. 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
This property is required.
Changes to this property will trigger replacement.
string
The name of the resource group. The name is case insensitive.
ServerlessEndpointProperties This property is required. ServerlessEndpointTypeArgs
[Required] Additional attributes of the entity.
WorkspaceName
This property is required.
Changes to this property will trigger replacement.
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 Changes to this property will trigger replacement. string
The geo-location where the resource lives
Name Changes to this property will trigger replacement. string
Serverless Endpoint name.
Sku SkuArgs
Sku details required for ARM contract for Autoscaling.
Tags map[string]string
Resource tags.
resourceGroupName
This property is required.
Changes to this property will trigger replacement.
String
The name of the resource group. The name is case insensitive.
serverlessEndpointProperties This property is required. ServerlessEndpoint
[Required] Additional attributes of the entity.
workspaceName
This property is required.
Changes to this property will trigger replacement.
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 Changes to this property will trigger replacement. String
The geo-location where the resource lives
name Changes to this property will trigger replacement. String
Serverless Endpoint name.
sku Sku
Sku details required for ARM contract for Autoscaling.
tags Map<String,String>
Resource tags.
resourceGroupName
This property is required.
Changes to this property will trigger replacement.
string
The name of the resource group. The name is case insensitive.
serverlessEndpointProperties This property is required. ServerlessEndpoint
[Required] Additional attributes of the entity.
workspaceName
This property is required.
Changes to this property will trigger replacement.
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 Changes to this property will trigger replacement. string
The geo-location where the resource lives
name Changes to this property will trigger replacement. string
Serverless Endpoint name.
sku Sku
Sku details required for ARM contract for Autoscaling.
tags {[key: string]: string}
Resource tags.
resource_group_name
This property is required.
Changes to this property will trigger replacement.
str
The name of the resource group. The name is case insensitive.
serverless_endpoint_properties This property is required. ServerlessEndpointArgs
[Required] Additional attributes of the entity.
workspace_name
This property is required.
Changes to this property will trigger replacement.
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 Changes to this property will trigger replacement. str
The geo-location where the resource lives
name Changes to this property will trigger replacement. str
Serverless Endpoint name.
sku SkuArgs
Sku details required for ARM contract for Autoscaling.
tags Mapping[str, str]
Resource tags.
resourceGroupName
This property is required.
Changes to this property will trigger replacement.
String
The name of the resource group. The name is case insensitive.
serverlessEndpointProperties This property is required. Property Map
[Required] Additional attributes of the entity.
workspaceName
This property is required.
Changes to this property will trigger replacement.
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 Changes to this property will trigger replacement. String
The geo-location where the resource lives
name Changes to this property will trigger replacement. 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 This property is required. string | Pulumi.AzureNative.MachineLearningServices.ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities List<string>
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
Type This property is required. string | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities []string
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
type This property is required. String | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities List<String>
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
type This property is required. string | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities string[]
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
type This property is required. str | ManagedServiceIdentityType
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
user_assigned_identities Sequence[str]
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
type This property is required. String | "None" | "SystemAssigned" | "UserAssigned" | "SystemAssigned,UserAssigned"
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities List<String>
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.

ManagedServiceIdentityResponse
, ManagedServiceIdentityResponseArgs

PrincipalId This property is required. string
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
TenantId This property is required. string
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
Type This property is required. string
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities Dictionary<string, Pulumi.AzureNative.MachineLearningServices.Inputs.UserAssignedIdentityResponse>
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
PrincipalId This property is required. string
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
TenantId This property is required. string
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
Type This property is required. string
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
UserAssignedIdentities map[string]UserAssignedIdentityResponse
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
principalId This property is required. String
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenantId This property is required. String
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. String
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities Map<String,UserAssignedIdentityResponse>
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
principalId This property is required. string
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenantId This property is required. string
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. string
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities {[key: string]: UserAssignedIdentityResponse}
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
principal_id This property is required. str
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenant_id This property is required. str
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. str
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
user_assigned_identities Mapping[str, UserAssignedIdentityResponse]
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
principalId This property is required. String
The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
tenantId This property is required. String
The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
type This property is required. String
Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
userAssignedIdentities Map<Property Map>
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.

ManagedServiceIdentityType
, ManagedServiceIdentityTypeArgs

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

ServerlessEndpoint
, ServerlessEndpointArgs

Offer This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. 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 This property is required. Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessInferenceEndpointResponse
The inference uri to target when making requests against the serverless endpoint
Offer This property is required. Pulumi.AzureNative.MachineLearningServices.Inputs.ServerlessOfferResponse
[Required] The publisher-defined Serverless Offer to provision the endpoint with.
ProvisioningState This property is required. 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 This property is required. ServerlessInferenceEndpointResponse
The inference uri to target when making requests against the serverless endpoint
Offer This property is required. ServerlessOfferResponse
[Required] The publisher-defined Serverless Offer to provision the endpoint with.
ProvisioningState This property is required. 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 This property is required. ServerlessInferenceEndpointResponse
The inference uri to target when making requests against the serverless endpoint
offer This property is required. ServerlessOfferResponse
[Required] The publisher-defined Serverless Offer to provision the endpoint with.
provisioningState This property is required. 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 This property is required. ServerlessInferenceEndpointResponse
The inference uri to target when making requests against the serverless endpoint
offer This property is required. ServerlessOfferResponse
[Required] The publisher-defined Serverless Offer to provision the endpoint with.
provisioningState This property is required. 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 This property is required. ServerlessInferenceEndpointResponse
The inference uri to target when making requests against the serverless endpoint
offer This property is required. ServerlessOfferResponse
[Required] The publisher-defined Serverless Offer to provision the endpoint with.
provisioning_state This property is required. 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 This property is required. Property Map
The inference uri to target when making requests against the serverless endpoint
offer This property is required. Property Map
[Required] The publisher-defined Serverless Offer to provision the endpoint with.
provisioningState This property is required. 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 This property is required. Dictionary<string, string>
Specifies any required headers to target this serverless endpoint.
Uri This property is required. string
[Required] The inference uri to target when making requests against the Serverless Endpoint.
Headers This property is required. map[string]string
Specifies any required headers to target this serverless endpoint.
Uri This property is required. string
[Required] The inference uri to target when making requests against the Serverless Endpoint.
headers This property is required. Map<String,String>
Specifies any required headers to target this serverless endpoint.
uri This property is required. String
[Required] The inference uri to target when making requests against the Serverless Endpoint.
headers This property is required. {[key: string]: string}
Specifies any required headers to target this serverless endpoint.
uri This property is required. string
[Required] The inference uri to target when making requests against the Serverless Endpoint.
headers This property is required. Mapping[str, str]
Specifies any required headers to target this serverless endpoint.
uri This property is required. str
[Required] The inference uri to target when making requests against the Serverless Endpoint.
headers This property is required. Map<String>
Specifies any required headers to target this serverless endpoint.
uri This property is required. String
[Required] The inference uri to target when making requests against the Serverless Endpoint.

ServerlessOffer
, ServerlessOfferArgs

OfferName This property is required. string
[Required] The name of the Serverless Offer
Publisher This property is required. string
[Required] Publisher name of the Serverless Offer
OfferName This property is required. string
[Required] The name of the Serverless Offer
Publisher This property is required. string
[Required] Publisher name of the Serverless Offer
offerName This property is required. String
[Required] The name of the Serverless Offer
publisher This property is required. String
[Required] Publisher name of the Serverless Offer
offerName This property is required. string
[Required] The name of the Serverless Offer
publisher This property is required. string
[Required] Publisher name of the Serverless Offer
offer_name This property is required. str
[Required] The name of the Serverless Offer
publisher This property is required. str
[Required] Publisher name of the Serverless Offer
offerName This property is required. String
[Required] The name of the Serverless Offer
publisher This property is required. String
[Required] Publisher name of the Serverless Offer

ServerlessOfferResponse
, ServerlessOfferResponseArgs

OfferName This property is required. string
[Required] The name of the Serverless Offer
Publisher This property is required. string
[Required] Publisher name of the Serverless Offer
OfferName This property is required. string
[Required] The name of the Serverless Offer
Publisher This property is required. string
[Required] Publisher name of the Serverless Offer
offerName This property is required. String
[Required] The name of the Serverless Offer
publisher This property is required. String
[Required] Publisher name of the Serverless Offer
offerName This property is required. string
[Required] The name of the Serverless Offer
publisher This property is required. string
[Required] Publisher name of the Serverless Offer
offer_name This property is required. str
[Required] The name of the Serverless Offer
publisher This property is required. str
[Required] Publisher name of the Serverless Offer
offerName This property is required. String
[Required] The name of the Serverless Offer
publisher This property is required. String
[Required] Publisher name of the Serverless Offer

Sku
, SkuArgs

Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier Pulumi.AzureNative.MachineLearningServices.SkuTier
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier SkuTier
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Integer
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier SkuTier
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity number
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier SkuTier
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. str
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity int
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family str
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size str
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier SkuTier
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Number
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier "Free" | "Basic" | "Standard" | "Premium"
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.

SkuResponse
, SkuResponseArgs

Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier string
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
Name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
Capacity int
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
Family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
Size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
Tier string
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Integer
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier String
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. string
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity number
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family string
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size string
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier string
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. str
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity int
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family str
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size str
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier str
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
name This property is required. String
The name of the SKU. Ex - P3. It is typically a letter+number code
capacity Number
If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
family String
If the service has different generations of hardware, for the same SKU, then that can be captured here.
size String
The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
tier String
This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.

SkuTier
, SkuTierArgs

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

SystemDataResponse
, SystemDataResponseArgs

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

UserAssignedIdentityResponse
, UserAssignedIdentityResponseArgs

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

Package Details

Repository
azure-native-v2 pulumi/pulumi-azure-native
License
Apache-2.0
These are the docs for Azure Native v2. We recommenend using the latest version, Azure Native v3.
Azure Native v2 v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi
pulumi/pulumi-azure-native