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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
Azure Native v3.3.0 published on Monday, Apr 28, 2025 by Pulumi
pulumi/pulumi-azure-native

azure-native.machinelearningservices.ConnectionDeployment

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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
Azure Native v3.3.0 published on Monday, Apr 28, 2025 by Pulumi
pulumi/pulumi-azure-native

    Uses Azure REST API version 2025-01-01-preview. In version 2.x of the Azure Native provider, it used API version 2024-04-01-preview.

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

    Example Usage

    Create Azure OpenAI Connection Deployment

    using System.Collections.Generic;
using System.Linq;
using Pulumi;
using AzureNative = Pulumi.AzureNative;

return await Deployment.RunAsync(() => 
{
    var connectionDeployment = new AzureNative.MachineLearningServices.ConnectionDeployment("connectionDeployment", new()
    {
        ConnectionName = "testConnection",
        DeploymentName = "text-davinci-003",
        Properties = new AzureNative.MachineLearningServices.Inputs.OpenAIEndpointDeploymentResourcePropertiesArgs
        {
            Model = new AzureNative.MachineLearningServices.Inputs.EndpointDeploymentModelArgs
            {
                Format = "OpenAI",
                Name = "text-davinci-003",
                Version = "1",
            },
            Type = "Azure.OpenAI",
            VersionUpgradeOption = AzureNative.MachineLearningServices.DeploymentModelVersionUpgradeOption.OnceNewDefaultVersionAvailable,
        },
        ResourceGroupName = "resourceGroup-1",
        WorkspaceName = "testworkspace",
    });

});

    package main

import (
	machinelearningservices "github.com/pulumi/pulumi-azure-native-sdk/machinelearningservices/v3"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := machinelearningservices.NewConnectionDeployment(ctx, "connectionDeployment", &machinelearningservices.ConnectionDeploymentArgs{
			ConnectionName: pulumi.String("testConnection"),
			DeploymentName: pulumi.String("text-davinci-003"),
			Properties: &machinelearningservices.OpenAIEndpointDeploymentResourcePropertiesArgs{
				Model: &machinelearningservices.EndpointDeploymentModelArgs{
					Format:  pulumi.String("OpenAI"),
					Name:    pulumi.String("text-davinci-003"),
					Version: pulumi.String("1"),
				},
				Type:                 pulumi.String("Azure.OpenAI"),
				VersionUpgradeOption: pulumi.String(machinelearningservices.DeploymentModelVersionUpgradeOptionOnceNewDefaultVersionAvailable),
			},
			ResourceGroupName: pulumi.String("resourceGroup-1"),
			WorkspaceName:     pulumi.String("testworkspace"),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

    package generated_program;

import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.azurenative.machinelearningservices.ConnectionDeployment;
import com.pulumi.azurenative.machinelearningservices.ConnectionDeploymentArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;

public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }

    public static void stack(Context ctx) {
        var connectionDeployment = new ConnectionDeployment("connectionDeployment", ConnectionDeploymentArgs.builder()
            .connectionName("testConnection")
            .deploymentName("text-davinci-003")
            .properties(OpenAIEndpointDeploymentResourcePropertiesArgs.builder()
                .model(EndpointDeploymentModelArgs.builder()
                    .format("OpenAI")
                    .name("text-davinci-003")
                    .version("1")
                    .build())
                .type("Azure.OpenAI")
                .versionUpgradeOption("OnceNewDefaultVersionAvailable")
                .build())
            .resourceGroupName("resourceGroup-1")
            .workspaceName("testworkspace")
            .build());

    }
}

    import * as pulumi from "@pulumi/pulumi";
import * as azure_native from "@pulumi/azure-native";

const connectionDeployment = new azure_native.machinelearningservices.ConnectionDeployment("connectionDeployment", {
    connectionName: "testConnection",
    deploymentName: "text-davinci-003",
    properties: {
        model: {
            format: "OpenAI",
            name: "text-davinci-003",
            version: "1",
        },
        type: "Azure.OpenAI",
        versionUpgradeOption: azure_native.machinelearningservices.DeploymentModelVersionUpgradeOption.OnceNewDefaultVersionAvailable,
    },
    resourceGroupName: "resourceGroup-1",
    workspaceName: "testworkspace",
});

    import pulumi
import pulumi_azure_native as azure_native

connection_deployment = azure_native.machinelearningservices.ConnectionDeployment("connectionDeployment",
    connection_name="testConnection",
    deployment_name="text-davinci-003",
    properties={
        "model": {
            "format": "OpenAI",
            "name": "text-davinci-003",
            "version": "1",
        },
        "type": "Azure.OpenAI",
        "version_upgrade_option": azure_native.machinelearningservices.DeploymentModelVersionUpgradeOption.ONCE_NEW_DEFAULT_VERSION_AVAILABLE,
    },
    resource_group_name="resourceGroup-1",
    workspace_name="testworkspace")

    resources:
  connectionDeployment:
    type: azure-native:machinelearningservices:ConnectionDeployment
    properties:
      connectionName: testConnection
      deploymentName: text-davinci-003
      properties:
        model:
          format: OpenAI
          name: text-davinci-003
          version: '1'
        type: Azure.OpenAI
        versionUpgradeOption: OnceNewDefaultVersionAvailable
      resourceGroupName: resourceGroup-1
      workspaceName: testworkspace

    Create ConnectionDeployment Resource

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

    Constructor syntax

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

@overload
def ConnectionDeployment(resource_name: str,
                         opts: Optional[ResourceOptions] = None,
                         connection_name: Optional[str] = None,
                         properties: Optional[Union[ContentSafetyEndpointDeploymentResourcePropertiesArgs, ManagedOnlineEndpointDeploymentResourcePropertiesArgs, OpenAIEndpointDeploymentResourcePropertiesArgs, SpeechEndpointDeploymentResourcePropertiesArgs]] = None,
                         resource_group_name: Optional[str] = None,
                         workspace_name: Optional[str] = None,
                         deployment_name: Optional[str] = None,
                         proxy_api_version: Optional[str] = None)
    func NewConnectionDeployment(ctx *Context, name string, args ConnectionDeploymentArgs, opts ...ResourceOption) (*ConnectionDeployment, error)
    public ConnectionDeployment(string name, ConnectionDeploymentArgs args, CustomResourceOptions? opts = null)
    public ConnectionDeployment(String name, ConnectionDeploymentArgs args)
public ConnectionDeployment(String name, ConnectionDeploymentArgs args, CustomResourceOptions options)

    type: azure-native:machinelearningservices:ConnectionDeployment
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 ConnectionDeploymentArgs
    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 ConnectionDeploymentArgs
    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 ConnectionDeploymentArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args ConnectionDeploymentArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args ConnectionDeploymentArgs
    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 connectionDeploymentResource = new AzureNative.MachineLearningServices.ConnectionDeployment("connectionDeploymentResource", new()
{
    ConnectionName = "string",
    Properties = new AzureNative.MachineLearningServices.Inputs.ContentSafetyEndpointDeploymentResourcePropertiesArgs
    {
        Model = new AzureNative.MachineLearningServices.Inputs.EndpointDeploymentModelArgs
        {
            Format = "string",
            Name = "string",
            Source = "string",
            Version = "string",
        },
        Type = "Azure.ContentSafety",
        FailureReason = "string",
        RaiPolicyName = "string",
        Sku = new AzureNative.MachineLearningServices.Inputs.CognitiveServicesSkuArgs
        {
            Capacity = 0,
            Family = "string",
            Name = "string",
            Size = "string",
            Tier = "string",
        },
        VersionUpgradeOption = "string",
    },
    ResourceGroupName = "string",
    WorkspaceName = "string",
    DeploymentName = "string",
    ProxyApiVersion = "string",
});

    example, err := machinelearningservices.NewConnectionDeployment(ctx, "connectionDeploymentResource", &machinelearningservices.ConnectionDeploymentArgs{
	ConnectionName: pulumi.String("string"),
	Properties: &machinelearningservices.ContentSafetyEndpointDeploymentResourcePropertiesArgs{
		Model: &machinelearningservices.EndpointDeploymentModelArgs{
			Format:  pulumi.String("string"),
			Name:    pulumi.String("string"),
			Source:  pulumi.String("string"),
			Version: pulumi.String("string"),
		},
		Type:          pulumi.String("Azure.ContentSafety"),
		FailureReason: pulumi.String("string"),
		RaiPolicyName: pulumi.String("string"),
		Sku: &machinelearningservices.CognitiveServicesSkuArgs{
			Capacity: pulumi.Int(0),
			Family:   pulumi.String("string"),
			Name:     pulumi.String("string"),
			Size:     pulumi.String("string"),
			Tier:     pulumi.String("string"),
		},
		VersionUpgradeOption: pulumi.String("string"),
	},
	ResourceGroupName: pulumi.String("string"),
	WorkspaceName:     pulumi.String("string"),
	DeploymentName:    pulumi.String("string"),
	ProxyApiVersion:   pulumi.String("string"),
})

    var connectionDeploymentResource = new ConnectionDeployment("connectionDeploymentResource", ConnectionDeploymentArgs.builder()
    .connectionName("string")
    .properties(ContentSafetyEndpointDeploymentResourcePropertiesArgs.builder()
        .model(EndpointDeploymentModelArgs.builder()
            .format("string")
            .name("string")
            .source("string")
            .version("string")
            .build())
        .type("Azure.ContentSafety")
        .failureReason("string")
        .raiPolicyName("string")
        .sku(CognitiveServicesSkuArgs.builder()
            .capacity(0)
            .family("string")
            .name("string")
            .size("string")
            .tier("string")
            .build())
        .versionUpgradeOption("string")
        .build())
    .resourceGroupName("string")
    .workspaceName("string")
    .deploymentName("string")
    .proxyApiVersion("string")
    .build());

    connection_deployment_resource = azure_native.machinelearningservices.ConnectionDeployment("connectionDeploymentResource",
    connection_name="string",
    properties={
        "model": {
            "format": "string",
            "name": "string",
            "source": "string",
            "version": "string",
        },
        "type": "Azure.ContentSafety",
        "failure_reason": "string",
        "rai_policy_name": "string",
        "sku": {
            "capacity": 0,
            "family": "string",
            "name": "string",
            "size": "string",
            "tier": "string",
        },
        "version_upgrade_option": "string",
    },
    resource_group_name="string",
    workspace_name="string",
    deployment_name="string",
    proxy_api_version="string")

    const connectionDeploymentResource = new azure_native.machinelearningservices.ConnectionDeployment("connectionDeploymentResource", {
    connectionName: "string",
    properties: {
        model: {
            format: "string",
            name: "string",
            source: "string",
            version: "string",
        },
        type: "Azure.ContentSafety",
        failureReason: "string",
        raiPolicyName: "string",
        sku: {
            capacity: 0,
            family: "string",
            name: "string",
            size: "string",
            tier: "string",
        },
        versionUpgradeOption: "string",
    },
    resourceGroupName: "string",
    workspaceName: "string",
    deploymentName: "string",
    proxyApiVersion: "string",
});

    type: azure-native:machinelearningservices:ConnectionDeployment
properties:
    connectionName: string
    deploymentName: string
    properties:
        failureReason: string
        model:
            format: string
            name: string
            source: string
            version: string
        raiPolicyName: string
        sku:
            capacity: 0
            family: string
            name: string
            size: string
            tier: string
        type: Azure.ContentSafety
        versionUpgradeOption: string
    proxyApiVersion: string
    resourceGroupName: string
    workspaceName: string

    ConnectionDeployment 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 ConnectionDeployment resource accepts the following input properties:

    ConnectionName string
    Friendly name of the workspace connection
    Properties ContentSafetyEndpointDeploymentResourcePropertiesArgs | ManagedOnlineEndpointDeploymentResourcePropertiesArgs | OpenAIEndpointDeploymentResourcePropertiesArgs | SpeechEndpointDeploymentResourcePropertiesArgs
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    WorkspaceName string
    Azure Machine Learning Workspace Name
    DeploymentName string
    Name of the deployment resource
    ProxyApiVersion string
    Api version used by proxy call
    connectionName String
    Friendly name of the workspace connection
    properties ContentSafetyEndpointDeploymentResourceProperties | ManagedOnlineEndpointDeploymentResourceProperties | OpenAIEndpointDeploymentResourceProperties | SpeechEndpointDeploymentResourceProperties
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Azure Machine Learning Workspace Name
    deploymentName String
    Name of the deployment resource
    proxyApiVersion String
    Api version used by proxy call
    connectionName string
    Friendly name of the workspace connection
    properties ContentSafetyEndpointDeploymentResourceProperties | ManagedOnlineEndpointDeploymentResourceProperties | OpenAIEndpointDeploymentResourceProperties | SpeechEndpointDeploymentResourceProperties
    resourceGroupName string
    The name of the resource group. The name is case insensitive.
    workspaceName string
    Azure Machine Learning Workspace Name
    deploymentName string
    Name of the deployment resource
    proxyApiVersion string
    Api version used by proxy call
    connection_name str
    Friendly name of the workspace connection
    properties ContentSafetyEndpointDeploymentResourcePropertiesArgs | ManagedOnlineEndpointDeploymentResourcePropertiesArgs | OpenAIEndpointDeploymentResourcePropertiesArgs | SpeechEndpointDeploymentResourcePropertiesArgs
    resource_group_name str
    The name of the resource group. The name is case insensitive.
    workspace_name str
    Azure Machine Learning Workspace Name
    deployment_name str
    Name of the deployment resource
    proxy_api_version str
    Api version used by proxy call
    connectionName String
    Friendly name of the workspace connection
    properties Property Map | Property Map | Property Map | Property Map
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Azure Machine Learning Workspace Name
    deploymentName String
    Name of the deployment resource
    proxyApiVersion String
    Api version used by proxy call

    Outputs

    All input properties are implicitly available as output properties. Additionally, the ConnectionDeployment 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

    CognitiveServicesSku, CognitiveServicesSkuArgs

    Capacity int
    Family string
    Name string
    Size string
    Tier string
    Capacity int
    Family string
    Name string
    Size string
    Tier string
    capacity Integer
    family String
    name String
    size String
    tier String
    capacity number
    family string
    name string
    size string
    tier string
    capacity int
    family str
    name str
    size str
    tier str
    capacity Number
    family String
    name String
    size String
    tier String

    CognitiveServicesSkuResponse, CognitiveServicesSkuResponseArgs

    Capacity int
    Family string
    Name string
    Size string
    Tier string
    Capacity int
    Family string
    Name string
    Size string
    Tier string
    capacity Integer
    family String
    name String
    size String
    tier String
    capacity number
    family string
    name string
    size string
    tier string
    capacity int
    family str
    name str
    size str
    tier str
    capacity Number
    family String
    name String
    size String
    tier String

    ContentSafetyEndpointDeploymentResourceProperties, ContentSafetyEndpointDeploymentResourcePropertiesArgs

    Model EndpointDeploymentModel
    Model used for the endpoint deployment.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku CognitiveServicesSku
    VersionUpgradeOption string | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku CognitiveServicesSku
    versionUpgradeOption String | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failureReason string
    The failure reason if the creation failed.
    raiPolicyName string
    The name of RAI policy.
    sku CognitiveServicesSku
    versionUpgradeOption string | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failure_reason str
    The failure reason if the creation failed.
    rai_policy_name str
    The name of RAI policy.
    sku CognitiveServicesSku
    version_upgrade_option str | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model Property Map
    Model used for the endpoint deployment.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku Property Map
    versionUpgradeOption String | "OnceNewDefaultVersionAvailable" | "OnceCurrentVersionExpired" | "NoAutoUpgrade"
    Deployment model version upgrade option.

    ContentSafetyEndpointDeploymentResourcePropertiesResponse, ContentSafetyEndpointDeploymentResourcePropertiesResponseArgs

    Model Pulumi.AzureNative.MachineLearningServices.Inputs.EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    ProvisioningState string
    Read-only provision state status property.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku Pulumi.AzureNative.MachineLearningServices.Inputs.CognitiveServicesSkuResponse
    VersionUpgradeOption string
    Deployment model version upgrade option.
    Model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    ProvisioningState string
    Read-only provision state status property.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku CognitiveServicesSkuResponse
    VersionUpgradeOption string
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioningState String
    Read-only provision state status property.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    versionUpgradeOption String
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioningState string
    Read-only provision state status property.
    failureReason string
    The failure reason if the creation failed.
    raiPolicyName string
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    versionUpgradeOption string
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioning_state str
    Read-only provision state status property.
    failure_reason str
    The failure reason if the creation failed.
    rai_policy_name str
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    version_upgrade_option str
    Deployment model version upgrade option.
    model Property Map
    Model used for the endpoint deployment.
    provisioningState String
    Read-only provision state status property.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku Property Map
    versionUpgradeOption String
    Deployment model version upgrade option.

    DeploymentModelVersionUpgradeOption, DeploymentModelVersionUpgradeOptionArgs

    OnceNewDefaultVersionAvailable
    OnceNewDefaultVersionAvailable
    OnceCurrentVersionExpired
    OnceCurrentVersionExpired
    NoAutoUpgrade
    NoAutoUpgrade
    DeploymentModelVersionUpgradeOptionOnceNewDefaultVersionAvailable
    OnceNewDefaultVersionAvailable
    DeploymentModelVersionUpgradeOptionOnceCurrentVersionExpired
    OnceCurrentVersionExpired
    DeploymentModelVersionUpgradeOptionNoAutoUpgrade
    NoAutoUpgrade
    OnceNewDefaultVersionAvailable
    OnceNewDefaultVersionAvailable
    OnceCurrentVersionExpired
    OnceCurrentVersionExpired
    NoAutoUpgrade
    NoAutoUpgrade
    OnceNewDefaultVersionAvailable
    OnceNewDefaultVersionAvailable
    OnceCurrentVersionExpired
    OnceCurrentVersionExpired
    NoAutoUpgrade
    NoAutoUpgrade
    ONCE_NEW_DEFAULT_VERSION_AVAILABLE
    OnceNewDefaultVersionAvailable
    ONCE_CURRENT_VERSION_EXPIRED
    OnceCurrentVersionExpired
    NO_AUTO_UPGRADE
    NoAutoUpgrade
    "OnceNewDefaultVersionAvailable"
    OnceNewDefaultVersionAvailable
    "OnceCurrentVersionExpired"
    OnceCurrentVersionExpired
    "NoAutoUpgrade"
    NoAutoUpgrade

    EndpointComputeType, EndpointComputeTypeArgs

    Managed
    Managed
    Kubernetes
    Kubernetes
    AzureMLCompute
    AzureMLCompute
    EndpointComputeTypeManaged
    Managed
    EndpointComputeTypeKubernetes
    Kubernetes
    EndpointComputeTypeAzureMLCompute
    AzureMLCompute
    Managed
    Managed
    Kubernetes
    Kubernetes
    AzureMLCompute
    AzureMLCompute
    Managed
    Managed
    Kubernetes
    Kubernetes
    AzureMLCompute
    AzureMLCompute
    MANAGED
    Managed
    KUBERNETES
    Kubernetes
    AZURE_ML_COMPUTE
    AzureMLCompute
    "Managed"
    Managed
    "Kubernetes"
    Kubernetes
    "AzureMLCompute"
    AzureMLCompute

    EndpointDeploymentModel, EndpointDeploymentModelArgs

    Format string
    Model format
    Name string
    Model name.
    Source string
    Optional. Deployment model source ARM resource ID.
    Version string
    Model version.
    Format string
    Model format
    Name string
    Model name.
    Source string
    Optional. Deployment model source ARM resource ID.
    Version string
    Model version.
    format String
    Model format
    name String
    Model name.
    source String
    Optional. Deployment model source ARM resource ID.
    version String
    Model version.
    format string
    Model format
    name string
    Model name.
    source string
    Optional. Deployment model source ARM resource ID.
    version string
    Model version.
    format str
    Model format
    name str
    Model name.
    source str
    Optional. Deployment model source ARM resource ID.
    version str
    Model version.
    format String
    Model format
    name String
    Model name.
    source String
    Optional. Deployment model source ARM resource ID.
    version String
    Model version.

    EndpointDeploymentModelResponse, EndpointDeploymentModelResponseArgs

    Format string
    Model format
    Name string
    Model name.
    Source string
    Optional. Deployment model source ARM resource ID.
    Version string
    Model version.
    Format string
    Model format
    Name string
    Model name.
    Source string
    Optional. Deployment model source ARM resource ID.
    Version string
    Model version.
    format String
    Model format
    name String
    Model name.
    source String
    Optional. Deployment model source ARM resource ID.
    version String
    Model version.
    format string
    Model format
    name string
    Model name.
    source string
    Optional. Deployment model source ARM resource ID.
    version string
    Model version.
    format str
    Model format
    name str
    Model name.
    source str
    Optional. Deployment model source ARM resource ID.
    version str
    Model version.
    format String
    Model format
    name String
    Model name.
    source String
    Optional. Deployment model source ARM resource ID.
    version String
    Model version.

    ManagedOnlineEndpointDeploymentResourceProperties, ManagedOnlineEndpointDeploymentResourcePropertiesArgs

    EndpointComputeType string | Pulumi.AzureNative.MachineLearningServices.EndpointComputeType
    FailureReason string
    The failure reason if the creation failed.
    Model string
    EndpointComputeType string | EndpointComputeType
    FailureReason string
    The failure reason if the creation failed.
    Model string
    endpointComputeType String | EndpointComputeType
    failureReason String
    The failure reason if the creation failed.
    model String
    endpointComputeType string | EndpointComputeType
    failureReason string
    The failure reason if the creation failed.
    model string
    endpoint_compute_type str | EndpointComputeType
    failure_reason str
    The failure reason if the creation failed.
    model str
    endpointComputeType String | "Managed" | "Kubernetes" | "AzureMLCompute"
    failureReason String
    The failure reason if the creation failed.
    model String

    ManagedOnlineEndpointDeploymentResourcePropertiesResponse, ManagedOnlineEndpointDeploymentResourcePropertiesResponseArgs

    ProvisioningState string
    Read-only provision state status property.
    EndpointComputeType string
    FailureReason string
    The failure reason if the creation failed.
    Model string
    ProvisioningState string
    Read-only provision state status property.
    EndpointComputeType string
    FailureReason string
    The failure reason if the creation failed.
    Model string
    provisioningState String
    Read-only provision state status property.
    endpointComputeType String
    failureReason String
    The failure reason if the creation failed.
    model String
    provisioningState string
    Read-only provision state status property.
    endpointComputeType string
    failureReason string
    The failure reason if the creation failed.
    model string
    provisioning_state str
    Read-only provision state status property.
    endpoint_compute_type str
    failure_reason str
    The failure reason if the creation failed.
    model str
    provisioningState String
    Read-only provision state status property.
    endpointComputeType String
    failureReason String
    The failure reason if the creation failed.
    model String

    OpenAIEndpointDeploymentResourceProperties, OpenAIEndpointDeploymentResourcePropertiesArgs

    Model EndpointDeploymentModel
    Model used for the endpoint deployment.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku CognitiveServicesSku
    VersionUpgradeOption string | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku CognitiveServicesSku
    versionUpgradeOption String | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failureReason string
    The failure reason if the creation failed.
    raiPolicyName string
    The name of RAI policy.
    sku CognitiveServicesSku
    versionUpgradeOption string | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failure_reason str
    The failure reason if the creation failed.
    rai_policy_name str
    The name of RAI policy.
    sku CognitiveServicesSku
    version_upgrade_option str | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model Property Map
    Model used for the endpoint deployment.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku Property Map
    versionUpgradeOption String | "OnceNewDefaultVersionAvailable" | "OnceCurrentVersionExpired" | "NoAutoUpgrade"
    Deployment model version upgrade option.

    OpenAIEndpointDeploymentResourcePropertiesResponse, OpenAIEndpointDeploymentResourcePropertiesResponseArgs

    Model Pulumi.AzureNative.MachineLearningServices.Inputs.EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    ProvisioningState string
    Read-only provision state status property.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku Pulumi.AzureNative.MachineLearningServices.Inputs.CognitiveServicesSkuResponse
    VersionUpgradeOption string
    Deployment model version upgrade option.
    Model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    ProvisioningState string
    Read-only provision state status property.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku CognitiveServicesSkuResponse
    VersionUpgradeOption string
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioningState String
    Read-only provision state status property.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    versionUpgradeOption String
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioningState string
    Read-only provision state status property.
    failureReason string
    The failure reason if the creation failed.
    raiPolicyName string
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    versionUpgradeOption string
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioning_state str
    Read-only provision state status property.
    failure_reason str
    The failure reason if the creation failed.
    rai_policy_name str
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    version_upgrade_option str
    Deployment model version upgrade option.
    model Property Map
    Model used for the endpoint deployment.
    provisioningState String
    Read-only provision state status property.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku Property Map
    versionUpgradeOption String
    Deployment model version upgrade option.

    SpeechEndpointDeploymentResourceProperties, SpeechEndpointDeploymentResourcePropertiesArgs

    Model EndpointDeploymentModel
    Model used for the endpoint deployment.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku CognitiveServicesSku
    VersionUpgradeOption string | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku CognitiveServicesSku
    versionUpgradeOption String | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failureReason string
    The failure reason if the creation failed.
    raiPolicyName string
    The name of RAI policy.
    sku CognitiveServicesSku
    versionUpgradeOption string | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model EndpointDeploymentModel
    Model used for the endpoint deployment.
    failure_reason str
    The failure reason if the creation failed.
    rai_policy_name str
    The name of RAI policy.
    sku CognitiveServicesSku
    version_upgrade_option str | DeploymentModelVersionUpgradeOption
    Deployment model version upgrade option.
    model Property Map
    Model used for the endpoint deployment.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku Property Map
    versionUpgradeOption String | "OnceNewDefaultVersionAvailable" | "OnceCurrentVersionExpired" | "NoAutoUpgrade"
    Deployment model version upgrade option.

    SpeechEndpointDeploymentResourcePropertiesResponse, SpeechEndpointDeploymentResourcePropertiesResponseArgs

    Model Pulumi.AzureNative.MachineLearningServices.Inputs.EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    ProvisioningState string
    Read-only provision state status property.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku Pulumi.AzureNative.MachineLearningServices.Inputs.CognitiveServicesSkuResponse
    VersionUpgradeOption string
    Deployment model version upgrade option.
    Model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    ProvisioningState string
    Read-only provision state status property.
    FailureReason string
    The failure reason if the creation failed.
    RaiPolicyName string
    The name of RAI policy.
    Sku CognitiveServicesSkuResponse
    VersionUpgradeOption string
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioningState String
    Read-only provision state status property.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    versionUpgradeOption String
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioningState string
    Read-only provision state status property.
    failureReason string
    The failure reason if the creation failed.
    raiPolicyName string
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    versionUpgradeOption string
    Deployment model version upgrade option.
    model EndpointDeploymentModelResponse
    Model used for the endpoint deployment.
    provisioning_state str
    Read-only provision state status property.
    failure_reason str
    The failure reason if the creation failed.
    rai_policy_name str
    The name of RAI policy.
    sku CognitiveServicesSkuResponse
    version_upgrade_option str
    Deployment model version upgrade option.
    model Property Map
    Model used for the endpoint deployment.
    provisioningState String
    Read-only provision state status property.
    failureReason String
    The failure reason if the creation failed.
    raiPolicyName String
    The name of RAI policy.
    sku Property Map
    versionUpgradeOption String
    Deployment model version upgrade option.

    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.

    Import

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

    $ pulumi import azure-native:machinelearningservices:ConnectionDeployment text-davinci-003 /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/connections/{connectionName}/deployments/{deploymentName}

    To learn more about importing existing cloud resources, see Importing resources.

    Package Details

    Repository
    Azure Native pulumi/pulumi-azure-native
    License
    Apache-2.0
    azure-native logo
    This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.
    Azure Native v3.3.0 published on Monday, Apr 28, 2025 by Pulumi
    pulumi/pulumi-azure-native