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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
Azure Native v3.4.0 published on Wednesday, May 7, 2025 by Pulumi
pulumi/pulumi-azure-native

azure-native.machinelearningservices.BatchEndpoint

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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
Azure Native v3.4.0 published on Wednesday, May 7, 2025 by Pulumi
pulumi/pulumi-azure-native

    Uses Azure REST API version 2024-10-01. In version 2.x of the Azure Native provider, it used API version 2023-04-01.

    Other available API versions: 2021-03-01-preview, 2022-02-01-preview, 2022-05-01, 2022-06-01-preview, 2022-10-01, 2022-10-01-preview, 2022-12-01-preview, 2023-02-01-preview, 2023-04-01, 2023-04-01-preview, 2023-06-01-preview, 2023-08-01-preview, 2023-10-01, 2024-01-01-preview, 2024-04-01, 2024-07-01-preview, 2024-10-01-preview, 2025-01-01-preview. These can be accessed by generating a local SDK package using the CLI command pulumi package add azure-native machinelearningservices [ApiVersion]. See the version guide for details.

    Import

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

    $ pulumi import azure-native:machinelearningservices:BatchEndpoint string /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}

    Create BatchEndpoint Resource

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

    Constructor syntax

    new BatchEndpoint(name: string, args: BatchEndpointArgs, opts?: CustomResourceOptions);
    @overload
def BatchEndpoint(resource_name: str,
                  args: BatchEndpointInitArgs,
                  opts: Optional[ResourceOptions] = None)

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

    type: azure-native:machinelearningservices:BatchEndpoint
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 BatchEndpointArgs
    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 BatchEndpointInitArgs
    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 BatchEndpointArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args BatchEndpointArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args BatchEndpointArgs
    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 batchEndpointResource = new AzureNative.MachineLearningServices.BatchEndpoint("batchEndpointResource", new()
{
    BatchEndpointProperties = new AzureNative.MachineLearningServices.Inputs.BatchEndpointArgs
    {
        AuthMode = "string",
        Defaults = new AzureNative.MachineLearningServices.Inputs.BatchEndpointDefaultsArgs
        {
            DeploymentName = "string",
        },
        Description = "string",
        Keys = new AzureNative.MachineLearningServices.Inputs.EndpointAuthKeysArgs
        {
            PrimaryKey = "string",
            SecondaryKey = "string",
        },
        Properties = 
        {
            { "string", "string" },
        },
    },
    ResourceGroupName = "string",
    WorkspaceName = "string",
    EndpointName = "string",
    Identity = new AzureNative.MachineLearningServices.Inputs.ManagedServiceIdentityArgs
    {
        Type = "string",
        UserAssignedIdentities = new[]
        {
            "string",
        },
    },
    Kind = "string",
    Location = "string",
    Sku = new AzureNative.MachineLearningServices.Inputs.SkuArgs
    {
        Name = "string",
        Capacity = 0,
        Family = "string",
        Size = "string",
        Tier = AzureNative.MachineLearningServices.SkuTier.Free,
    },
    Tags = 
    {
        { "string", "string" },
    },
});

    example, err := machinelearningservices.NewBatchEndpoint(ctx, "batchEndpointResource", &machinelearningservices.BatchEndpointArgs{
	BatchEndpointProperties: &machinelearningservices.BatchEndpointTypeArgs{
		AuthMode: pulumi.String("string"),
		Defaults: &machinelearningservices.BatchEndpointDefaultsArgs{
			DeploymentName: pulumi.String("string"),
		},
		Description: pulumi.String("string"),
		Keys: &machinelearningservices.EndpointAuthKeysArgs{
			PrimaryKey:   pulumi.String("string"),
			SecondaryKey: pulumi.String("string"),
		},
		Properties: pulumi.StringMap{
			"string": pulumi.String("string"),
		},
	},
	ResourceGroupName: pulumi.String("string"),
	WorkspaceName:     pulumi.String("string"),
	EndpointName:      pulumi.String("string"),
	Identity: &machinelearningservices.ManagedServiceIdentityArgs{
		Type: pulumi.String("string"),
		UserAssignedIdentities: pulumi.StringArray{
			pulumi.String("string"),
		},
	},
	Kind:     pulumi.String("string"),
	Location: pulumi.String("string"),
	Sku: &machinelearningservices.SkuArgs{
		Name:     pulumi.String("string"),
		Capacity: pulumi.Int(0),
		Family:   pulumi.String("string"),
		Size:     pulumi.String("string"),
		Tier:     machinelearningservices.SkuTierFree,
	},
	Tags: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
})

    var batchEndpointResource = new BatchEndpoint("batchEndpointResource", BatchEndpointArgs.builder()
    .batchEndpointProperties(BatchEndpointArgs.builder()
        .authMode("string")
        .defaults(BatchEndpointDefaultsArgs.builder()
            .deploymentName("string")
            .build())
        .description("string")
        .keys(EndpointAuthKeysArgs.builder()
            .primaryKey("string")
            .secondaryKey("string")
            .build())
        .properties(Map.of("string", "string"))
        .build())
    .resourceGroupName("string")
    .workspaceName("string")
    .endpointName("string")
    .identity(ManagedServiceIdentityArgs.builder()
        .type("string")
        .userAssignedIdentities("string")
        .build())
    .kind("string")
    .location("string")
    .sku(SkuArgs.builder()
        .name("string")
        .capacity(0)
        .family("string")
        .size("string")
        .tier("Free")
        .build())
    .tags(Map.of("string", "string"))
    .build());

    batch_endpoint_resource = azure_native.machinelearningservices.BatchEndpoint("batchEndpointResource",
    batch_endpoint_properties={
        "auth_mode": "string",
        "defaults": {
            "deployment_name": "string",
        },
        "description": "string",
        "keys": {
            "primary_key": "string",
            "secondary_key": "string",
        },
        "properties": {
            "string": "string",
        },
    },
    resource_group_name="string",
    workspace_name="string",
    endpoint_name="string",
    identity={
        "type": "string",
        "user_assigned_identities": ["string"],
    },
    kind="string",
    location="string",
    sku={
        "name": "string",
        "capacity": 0,
        "family": "string",
        "size": "string",
        "tier": azure_native.machinelearningservices.SkuTier.FREE,
    },
    tags={
        "string": "string",
    })

    const batchEndpointResource = new azure_native.machinelearningservices.BatchEndpoint("batchEndpointResource", {
    batchEndpointProperties: {
        authMode: "string",
        defaults: {
            deploymentName: "string",
        },
        description: "string",
        keys: {
            primaryKey: "string",
            secondaryKey: "string",
        },
        properties: {
            string: "string",
        },
    },
    resourceGroupName: "string",
    workspaceName: "string",
    endpointName: "string",
    identity: {
        type: "string",
        userAssignedIdentities: ["string"],
    },
    kind: "string",
    location: "string",
    sku: {
        name: "string",
        capacity: 0,
        family: "string",
        size: "string",
        tier: azure_native.machinelearningservices.SkuTier.Free,
    },
    tags: {
        string: "string",
    },
});

    type: azure-native:machinelearningservices:BatchEndpoint
properties:
    batchEndpointProperties:
        authMode: string
        defaults:
            deploymentName: string
        description: string
        keys:
            primaryKey: string
            secondaryKey: string
        properties:
            string: string
    endpointName: string
    identity:
        type: string
        userAssignedIdentities:
            - string
    kind: string
    location: string
    resourceGroupName: string
    sku:
        capacity: 0
        family: string
        name: string
        size: string
        tier: Free
    tags:
        string: string
    workspaceName: string

    BatchEndpoint 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 BatchEndpoint resource accepts the following input properties:

    BatchEndpointProperties Pulumi.AzureNative.MachineLearningServices.Inputs.BatchEndpoint
    [Required] Additional attributes of the entity.
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    EndpointName string
    Name for the Batch inference endpoint.
    Identity Pulumi.AzureNative.MachineLearningServices.Inputs.ManagedServiceIdentity
    Managed service identity (system assigned and/or user assigned identities)
    Kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    Location string
    The geo-location where the resource lives
    Sku Pulumi.AzureNative.MachineLearningServices.Inputs.Sku
    Sku details required for ARM contract for Autoscaling.
    Tags Dictionary<string, string>
    Resource tags.
    BatchEndpointProperties BatchEndpointTypeArgs
    [Required] Additional attributes of the entity.
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    EndpointName string
    Name for the Batch inference endpoint.
    Identity ManagedServiceIdentityArgs
    Managed service identity (system assigned and/or user assigned identities)
    Kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    Location string
    The geo-location where the resource lives
    Sku SkuArgs
    Sku details required for ARM contract for Autoscaling.
    Tags map[string]string
    Resource tags.
    batchEndpointProperties BatchEndpoint
    [Required] Additional attributes of the entity.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Name of Azure Machine Learning workspace.
    endpointName String
    Name for the Batch inference endpoint.
    identity ManagedServiceIdentity
    Managed service identity (system assigned and/or user assigned identities)
    kind String
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    location String
    The geo-location where the resource lives
    sku Sku
    Sku details required for ARM contract for Autoscaling.
    tags Map<String,String>
    Resource tags.
    batchEndpointProperties BatchEndpoint
    [Required] Additional attributes of the entity.
    resourceGroupName string
    The name of the resource group. The name is case insensitive.
    workspaceName string
    Name of Azure Machine Learning workspace.
    endpointName string
    Name for the Batch inference endpoint.
    identity ManagedServiceIdentity
    Managed service identity (system assigned and/or user assigned identities)
    kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    location string
    The geo-location where the resource lives
    sku Sku
    Sku details required for ARM contract for Autoscaling.
    tags {[key: string]: string}
    Resource tags.
    batch_endpoint_properties BatchEndpointArgs
    [Required] Additional attributes of the entity.
    resource_group_name str
    The name of the resource group. The name is case insensitive.
    workspace_name str
    Name of Azure Machine Learning workspace.
    endpoint_name str
    Name for the Batch inference endpoint.
    identity ManagedServiceIdentityArgs
    Managed service identity (system assigned and/or user assigned identities)
    kind str
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    location str
    The geo-location where the resource lives
    sku SkuArgs
    Sku details required for ARM contract for Autoscaling.
    tags Mapping[str, str]
    Resource tags.
    batchEndpointProperties Property Map
    [Required] Additional attributes of the entity.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Name of Azure Machine Learning workspace.
    endpointName String
    Name for the Batch inference endpoint.
    identity Property Map
    Managed service identity (system assigned and/or user assigned identities)
    kind String
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    location String
    The geo-location where the resource lives
    sku Property Map
    Sku details required for ARM contract for Autoscaling.
    tags Map<String>
    Resource tags.

    Outputs

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

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

    Supporting Types

    BatchEndpoint, BatchEndpointArgs

    AuthMode string | Pulumi.AzureNative.MachineLearningServices.EndpointAuthMode
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    Defaults Pulumi.AzureNative.MachineLearningServices.Inputs.BatchEndpointDefaults
    Default values for Batch Endpoint
    Description string
    Description of the inference endpoint.
    Keys Pulumi.AzureNative.MachineLearningServices.Inputs.EndpointAuthKeys
    EndpointAuthKeys to set initially on an Endpoint. This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
    Properties Dictionary<string, string>
    Property dictionary. Properties can be added, but not removed or altered.
    AuthMode string | EndpointAuthMode
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    Defaults BatchEndpointDefaults
    Default values for Batch Endpoint
    Description string
    Description of the inference endpoint.
    Keys EndpointAuthKeys
    EndpointAuthKeys to set initially on an Endpoint. This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
    Properties map[string]string
    Property dictionary. Properties can be added, but not removed or altered.
    authMode String | EndpointAuthMode
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    defaults BatchEndpointDefaults
    Default values for Batch Endpoint
    description String
    Description of the inference endpoint.
    keys EndpointAuthKeys
    EndpointAuthKeys to set initially on an Endpoint. This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
    properties Map<String,String>
    Property dictionary. Properties can be added, but not removed or altered.
    authMode string | EndpointAuthMode
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    defaults BatchEndpointDefaults
    Default values for Batch Endpoint
    description string
    Description of the inference endpoint.
    keys EndpointAuthKeys
    EndpointAuthKeys to set initially on an Endpoint. This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
    properties {[key: string]: string}
    Property dictionary. Properties can be added, but not removed or altered.
    auth_mode str | EndpointAuthMode
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    defaults BatchEndpointDefaults
    Default values for Batch Endpoint
    description str
    Description of the inference endpoint.
    keys EndpointAuthKeys
    EndpointAuthKeys to set initially on an Endpoint. This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
    properties Mapping[str, str]
    Property dictionary. Properties can be added, but not removed or altered.
    authMode String | "AMLToken" | "Key" | "AADToken"
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    defaults Property Map
    Default values for Batch Endpoint
    description String
    Description of the inference endpoint.
    keys Property Map
    EndpointAuthKeys to set initially on an Endpoint. This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
    properties Map<String>
    Property dictionary. Properties can be added, but not removed or altered.

    BatchEndpointDefaults, BatchEndpointDefaultsArgs

    DeploymentName string
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    DeploymentName string
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deploymentName String
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deploymentName string
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deployment_name str
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deploymentName String
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.

    BatchEndpointDefaultsResponse, BatchEndpointDefaultsResponseArgs

    DeploymentName string
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    DeploymentName string
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deploymentName String
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deploymentName string
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deployment_name str
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.
    deploymentName String
    Name of the deployment that will be default for the endpoint. This deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.

    BatchEndpointResponse, BatchEndpointResponseArgs

    AuthMode string
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    ProvisioningState string
    Provisioning state for the endpoint.
    ScoringUri string
    Endpoint URI.
    SwaggerUri string
    Endpoint Swagger URI.
    Defaults Pulumi.AzureNative.MachineLearningServices.Inputs.BatchEndpointDefaultsResponse
    Default values for Batch Endpoint
    Description string
    Description of the inference endpoint.
    Properties Dictionary<string, string>
    Property dictionary. Properties can be added, but not removed or altered.
    AuthMode string
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    ProvisioningState string
    Provisioning state for the endpoint.
    ScoringUri string
    Endpoint URI.
    SwaggerUri string
    Endpoint Swagger URI.
    Defaults BatchEndpointDefaultsResponse
    Default values for Batch Endpoint
    Description string
    Description of the inference endpoint.
    Properties map[string]string
    Property dictionary. Properties can be added, but not removed or altered.
    authMode String
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    provisioningState String
    Provisioning state for the endpoint.
    scoringUri String
    Endpoint URI.
    swaggerUri String
    Endpoint Swagger URI.
    defaults BatchEndpointDefaultsResponse
    Default values for Batch Endpoint
    description String
    Description of the inference endpoint.
    properties Map<String,String>
    Property dictionary. Properties can be added, but not removed or altered.
    authMode string
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    provisioningState string
    Provisioning state for the endpoint.
    scoringUri string
    Endpoint URI.
    swaggerUri string
    Endpoint Swagger URI.
    defaults BatchEndpointDefaultsResponse
    Default values for Batch Endpoint
    description string
    Description of the inference endpoint.
    properties {[key: string]: string}
    Property dictionary. Properties can be added, but not removed or altered.
    auth_mode str
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    provisioning_state str
    Provisioning state for the endpoint.
    scoring_uri str
    Endpoint URI.
    swagger_uri str
    Endpoint Swagger URI.
    defaults BatchEndpointDefaultsResponse
    Default values for Batch Endpoint
    description str
    Description of the inference endpoint.
    properties Mapping[str, str]
    Property dictionary. Properties can be added, but not removed or altered.
    authMode String
    [Required] The authentication method for invoking the endpoint (data plane operation). Use 'Key' for key-based authentication. Use 'AMLToken' for Azure Machine Learning token-based authentication. Use 'AADToken' for Microsoft Entra token-based authentication.
    provisioningState String
    Provisioning state for the endpoint.
    scoringUri String
    Endpoint URI.
    swaggerUri String
    Endpoint Swagger URI.
    defaults Property Map
    Default values for Batch Endpoint
    description String
    Description of the inference endpoint.
    properties Map<String>
    Property dictionary. Properties can be added, but not removed or altered.

    EndpointAuthKeys, EndpointAuthKeysArgs

    PrimaryKey string
    The primary key.
    SecondaryKey string
    The secondary key.
    PrimaryKey string
    The primary key.
    SecondaryKey string
    The secondary key.
    primaryKey String
    The primary key.
    secondaryKey String
    The secondary key.
    primaryKey string
    The primary key.
    secondaryKey string
    The secondary key.
    primary_key str
    The primary key.
    secondary_key str
    The secondary key.
    primaryKey String
    The primary key.
    secondaryKey String
    The secondary key.

    EndpointAuthMode, EndpointAuthModeArgs

    AMLToken
    AMLToken
    Key
    Key
    AADToken
    AADToken
    EndpointAuthModeAMLToken
    AMLToken
    EndpointAuthModeKey
    Key
    EndpointAuthModeAADToken
    AADToken
    AMLToken
    AMLToken
    Key
    Key
    AADToken
    AADToken
    AMLToken
    AMLToken
    Key
    Key
    AADToken
    AADToken
    AML_TOKEN
    AMLToken
    KEY
    Key
    AAD_TOKEN
    AADToken
    "AMLToken"
    AMLToken
    "Key"
    Key
    "AADToken"
    AADToken

    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

    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 v3.4.0 published on Wednesday, May 7, 2025 by Pulumi
    pulumi/pulumi-azure-native