Azure Native v2.90.0, Mar 27 25

This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.

Azure Native v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi

pulumi/pulumi-azure-native

azure-native.machinelearningservices.getOnlineDeployment

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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.

Azure Native v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi

pulumi/pulumi-azure-native

Using getOnlineDeployment

Two invocation forms are available. The direct form accepts plain arguments and either blocks until the result value is available, or returns a Promise-wrapped result. The output form accepts Input-wrapped arguments and returns an Output-wrapped result.

function getOnlineDeployment(args: GetOnlineDeploymentArgs, opts?: InvokeOptions): Promise<GetOnlineDeploymentResult>
function getOnlineDeploymentOutput(args: GetOnlineDeploymentOutputArgs, opts?: InvokeOptions): Output<GetOnlineDeploymentResult>

def get_online_deployment(deployment_name: Optional[str] = None,
                          endpoint_name: Optional[str] = None,
                          resource_group_name: Optional[str] = None,
                          workspace_name: Optional[str] = None,
                          opts: Optional[InvokeOptions] = None) -> GetOnlineDeploymentResult
def get_online_deployment_output(deployment_name: Optional[pulumi.Input[str]] = None,
                          endpoint_name: Optional[pulumi.Input[str]] = None,
                          resource_group_name: Optional[pulumi.Input[str]] = None,
                          workspace_name: Optional[pulumi.Input[str]] = None,
                          opts: Optional[InvokeOptions] = None) -> Output[GetOnlineDeploymentResult]

func LookupOnlineDeployment(ctx *Context, args *LookupOnlineDeploymentArgs, opts ...InvokeOption) (*LookupOnlineDeploymentResult, error)
func LookupOnlineDeploymentOutput(ctx *Context, args *LookupOnlineDeploymentOutputArgs, opts ...InvokeOption) LookupOnlineDeploymentResultOutput

> Note: This function is named LookupOnlineDeployment in the Go SDK.

public static class GetOnlineDeployment 
{
    public static Task<GetOnlineDeploymentResult> InvokeAsync(GetOnlineDeploymentArgs args, InvokeOptions? opts = null)
    public static Output<GetOnlineDeploymentResult> Invoke(GetOnlineDeploymentInvokeArgs args, InvokeOptions? opts = null)
}

public static CompletableFuture<GetOnlineDeploymentResult> getOnlineDeployment(GetOnlineDeploymentArgs args, InvokeOptions options)
public static Output<GetOnlineDeploymentResult> getOnlineDeployment(GetOnlineDeploymentArgs args, InvokeOptions options)

fn::invoke:
  function: azure-native:machinelearningservices:getOnlineDeployment
  arguments:
    # arguments dictionary

The following arguments are supported:

DeploymentName string: Inference Endpoint Deployment name.
EndpointName string: Inference endpoint name.
ResourceGroupName string: The name of the resource group. The name is case insensitive.
WorkspaceName string: Name of Azure Machine Learning workspace.

DeploymentName string: Inference Endpoint Deployment name.
EndpointName string: Inference endpoint name.
ResourceGroupName string: The name of the resource group. The name is case insensitive.
WorkspaceName string: Name of Azure Machine Learning workspace.

deploymentName String: Inference Endpoint Deployment name.
endpointName String: Inference endpoint name.
resourceGroupName String: The name of the resource group. The name is case insensitive.
workspaceName String: Name of Azure Machine Learning workspace.

deploymentName string: Inference Endpoint Deployment name.
endpointName string: Inference endpoint name.
resourceGroupName string: The name of the resource group. The name is case insensitive.
workspaceName string: Name of Azure Machine Learning workspace.

deployment_name str: Inference Endpoint Deployment name.
endpoint_name str: Inference endpoint name.
resource_group_name str: The name of the resource group. The name is case insensitive.
workspace_name str: Name of Azure Machine Learning workspace.

deploymentName String: Inference Endpoint Deployment name.
endpointName String: Inference endpoint name.
resourceGroupName String: The name of the resource group. The name is case insensitive.
workspaceName String: Name of Azure Machine Learning workspace.

getOnlineDeployment Result

The following output properties are available:

Id string: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
Location string: The geo-location where the resource lives
Name string: The name of the resource
OnlineDeploymentProperties Pulumi.AzureNative.MachineLearningServices.Outputs.KubernetesOnlineDeploymentResponse | Pulumi.AzureNative.MachineLearningServices.Outputs.ManagedOnlineDeploymentResponse: [Required] Additional attributes of the entity.
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"
Identity Pulumi.AzureNative.MachineLearningServices.Outputs.ManagedServiceIdentityResponse: 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.
Sku Pulumi.AzureNative.MachineLearningServices.Outputs.SkuResponse: Sku details required for ARM contract for Autoscaling.
Tags Dictionary<string, string>: Resource tags.

Id string: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
Location string: The geo-location where the resource lives
Name string: The name of the resource
OnlineDeploymentProperties KubernetesOnlineDeploymentResponse | ManagedOnlineDeploymentResponse: [Required] Additional attributes of the entity.
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"
Identity ManagedServiceIdentityResponse: 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.
Sku SkuResponse: Sku details required for ARM contract for Autoscaling.
Tags map[string]string: Resource tags.

id String: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location String: The geo-location where the resource lives
name String: The name of the resource
onlineDeploymentProperties KubernetesOnlineDeploymentResponse | ManagedOnlineDeploymentResponse: [Required] Additional attributes of the entity.
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"
identity ManagedServiceIdentityResponse: 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.
sku SkuResponse: Sku details required for ARM contract for Autoscaling.
tags Map<String,String>: Resource tags.

id string: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location string: The geo-location where the resource lives
name string: The name of the resource
onlineDeploymentProperties KubernetesOnlineDeploymentResponse | ManagedOnlineDeploymentResponse: [Required] Additional attributes of the entity.
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"
identity ManagedServiceIdentityResponse: 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.
sku SkuResponse: Sku details required for ARM contract for Autoscaling.
tags {[key: string]: string}: Resource tags.

id str: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location str: The geo-location where the resource lives
name str: The name of the resource
online_deployment_properties KubernetesOnlineDeploymentResponse | ManagedOnlineDeploymentResponse: [Required] Additional attributes of the entity.
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"
identity ManagedServiceIdentityResponse: 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.
sku SkuResponse: Sku details required for ARM contract for Autoscaling.
tags Mapping[str, str]: Resource tags.

id String: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location String: The geo-location where the resource lives
name String: The name of the resource
onlineDeploymentProperties Property Map | Property Map: [Required] Additional attributes of the entity.
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"
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.
sku Property Map: Sku details required for ARM contract for Autoscaling.
tags Map<String>: Resource tags.

Supporting Types

CodeConfigurationResponse

ScoringScript string: [Required] The script to execute on startup. eg. "score.py"
CodeId string: ARM resource ID of the code asset.

ScoringScript string: [Required] The script to execute on startup. eg. "score.py"
CodeId string: ARM resource ID of the code asset.

scoringScript String: [Required] The script to execute on startup. eg. "score.py"
codeId String: ARM resource ID of the code asset.

scoringScript string: [Required] The script to execute on startup. eg. "score.py"
codeId string: ARM resource ID of the code asset.

scoring_script str: [Required] The script to execute on startup. eg. "score.py"
code_id str: ARM resource ID of the code asset.

scoringScript String: [Required] The script to execute on startup. eg. "score.py"
codeId String: ARM resource ID of the code asset.

ContainerResourceRequirementsResponse

ContainerResourceLimits Pulumi.AzureNative.MachineLearningServices.Inputs.ContainerResourceSettingsResponse: Container resource limit info:
ContainerResourceRequests Pulumi.AzureNative.MachineLearningServices.Inputs.ContainerResourceSettingsResponse: Container resource request info:

ContainerResourceLimits ContainerResourceSettingsResponse: Container resource limit info:
ContainerResourceRequests ContainerResourceSettingsResponse: Container resource request info:

containerResourceLimits ContainerResourceSettingsResponse: Container resource limit info:
containerResourceRequests ContainerResourceSettingsResponse: Container resource request info:

containerResourceLimits ContainerResourceSettingsResponse: Container resource limit info:
containerResourceRequests ContainerResourceSettingsResponse: Container resource request info:

container_resource_limits ContainerResourceSettingsResponse: Container resource limit info:
container_resource_requests ContainerResourceSettingsResponse: Container resource request info:

containerResourceLimits Property Map: Container resource limit info:
containerResourceRequests Property Map: Container resource request info:

ContainerResourceSettingsResponse

Cpu string: Number of vCPUs request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
Gpu string: Number of Nvidia GPU cards request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
Memory string: Memory size request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

Cpu string: Number of vCPUs request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
Gpu string: Number of Nvidia GPU cards request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
Memory string: Memory size request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu String: Number of vCPUs request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
gpu String: Number of Nvidia GPU cards request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
memory String: Memory size request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu string: Number of vCPUs request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
gpu string: Number of Nvidia GPU cards request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
memory string: Memory size request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu str: Number of vCPUs request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
gpu str: Number of Nvidia GPU cards request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
memory str: Memory size request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu String: Number of vCPUs request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
gpu String: Number of Nvidia GPU cards request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
memory String: Memory size request/limit for container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

DefaultScaleSettingsResponse

KubernetesOnlineDeploymentResponse

ProvisioningState string: Provisioning state for the endpoint deployment.
AppInsightsEnabled bool: If true, enables Application Insights logging.
CodeConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.CodeConfigurationResponse: Code configuration for the endpoint deployment.
ContainerResourceRequirements Pulumi.AzureNative.MachineLearningServices.Inputs.ContainerResourceRequirementsResponse: The resource requirements for the container (cpu and memory).
Description string: Description of the endpoint deployment.
EgressPublicNetworkAccess string: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
EnvironmentId string: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
EnvironmentVariables Dictionary<string, string>: Environment variables configuration for the deployment.
InstanceType string: Compute instance type.
LivenessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
Model string: The URI path to the model.
ModelMountPath string: The path to mount the model in custom container.
Properties Dictionary<string, string>: Property dictionary. Properties can be added, but not removed or altered.
ReadinessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
RequestSettings Pulumi.AzureNative.MachineLearningServices.Inputs.OnlineRequestSettingsResponse: Request settings for the deployment.
ScaleSettings Pulumi.AzureNative.MachineLearningServices.Inputs.DefaultScaleSettingsResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

ProvisioningState string: Provisioning state for the endpoint deployment.
AppInsightsEnabled bool: If true, enables Application Insights logging.
CodeConfiguration CodeConfigurationResponse: Code configuration for the endpoint deployment.
ContainerResourceRequirements ContainerResourceRequirementsResponse: The resource requirements for the container (cpu and memory).
Description string: Description of the endpoint deployment.
EgressPublicNetworkAccess string: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
EnvironmentId string: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
EnvironmentVariables map[string]string: Environment variables configuration for the deployment.
InstanceType string: Compute instance type.
LivenessProbe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
Model string: The URI path to the model.
ModelMountPath string: The path to mount the model in custom container.
Properties map[string]string: Property dictionary. Properties can be added, but not removed or altered.
ReadinessProbe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
RequestSettings OnlineRequestSettingsResponse: Request settings for the deployment.
ScaleSettings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioningState String: Provisioning state for the endpoint deployment.
appInsightsEnabled Boolean: If true, enables Application Insights logging.
codeConfiguration CodeConfigurationResponse: Code configuration for the endpoint deployment.
containerResourceRequirements ContainerResourceRequirementsResponse: The resource requirements for the container (cpu and memory).
description String: Description of the endpoint deployment.
egressPublicNetworkAccess String: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environmentId String: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environmentVariables Map<String,String>: Environment variables configuration for the deployment.
instanceType String: Compute instance type.
livenessProbe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
model String: The URI path to the model.
modelMountPath String: The path to mount the model in custom container.
properties Map<String,String>: Property dictionary. Properties can be added, but not removed or altered.
readinessProbe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
requestSettings OnlineRequestSettingsResponse: Request settings for the deployment.
scaleSettings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioningState string: Provisioning state for the endpoint deployment.
appInsightsEnabled boolean: If true, enables Application Insights logging.
codeConfiguration CodeConfigurationResponse: Code configuration for the endpoint deployment.
containerResourceRequirements ContainerResourceRequirementsResponse: The resource requirements for the container (cpu and memory).
description string: Description of the endpoint deployment.
egressPublicNetworkAccess string: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environmentId string: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environmentVariables {[key: string]: string}: Environment variables configuration for the deployment.
instanceType string: Compute instance type.
livenessProbe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
model string: The URI path to the model.
modelMountPath string: The path to mount the model in custom container.
properties {[key: string]: string}: Property dictionary. Properties can be added, but not removed or altered.
readinessProbe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
requestSettings OnlineRequestSettingsResponse: Request settings for the deployment.
scaleSettings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioning_state str: Provisioning state for the endpoint deployment.
app_insights_enabled bool: If true, enables Application Insights logging.
code_configuration CodeConfigurationResponse: Code configuration for the endpoint deployment.
container_resource_requirements ContainerResourceRequirementsResponse: The resource requirements for the container (cpu and memory).
description str: Description of the endpoint deployment.
egress_public_network_access str: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environment_id str: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environment_variables Mapping[str, str]: Environment variables configuration for the deployment.
instance_type str: Compute instance type.
liveness_probe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
model str: The URI path to the model.
model_mount_path str: The path to mount the model in custom container.
properties Mapping[str, str]: Property dictionary. Properties can be added, but not removed or altered.
readiness_probe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
request_settings OnlineRequestSettingsResponse: Request settings for the deployment.
scale_settings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioningState String: Provisioning state for the endpoint deployment.
appInsightsEnabled Boolean: If true, enables Application Insights logging.
codeConfiguration Property Map: Code configuration for the endpoint deployment.
containerResourceRequirements Property Map: The resource requirements for the container (cpu and memory).
description String: Description of the endpoint deployment.
egressPublicNetworkAccess String: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environmentId String: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environmentVariables Map<String>: Environment variables configuration for the deployment.
instanceType String: Compute instance type.
livenessProbe Property Map: Liveness probe monitors the health of the container regularly.
model String: The URI path to the model.
modelMountPath String: The path to mount the model in custom container.
properties Map<String>: Property dictionary. Properties can be added, but not removed or altered.
readinessProbe Property Map: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
requestSettings Property Map: Request settings for the deployment.
scaleSettings Property Map | Property Map: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

ManagedOnlineDeploymentResponse

ProvisioningState string: Provisioning state for the endpoint deployment.
AppInsightsEnabled bool: If true, enables Application Insights logging.
CodeConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.CodeConfigurationResponse: Code configuration for the endpoint deployment.
Description string: Description of the endpoint deployment.
EgressPublicNetworkAccess string: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
EnvironmentId string: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
EnvironmentVariables Dictionary<string, string>: Environment variables configuration for the deployment.
InstanceType string: Compute instance type.
LivenessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
Model string: The URI path to the model.
ModelMountPath string: The path to mount the model in custom container.
Properties Dictionary<string, string>: Property dictionary. Properties can be added, but not removed or altered.
ReadinessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
RequestSettings Pulumi.AzureNative.MachineLearningServices.Inputs.OnlineRequestSettingsResponse: Request settings for the deployment.
ScaleSettings Pulumi.AzureNative.MachineLearningServices.Inputs.DefaultScaleSettingsResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

ProvisioningState string: Provisioning state for the endpoint deployment.
AppInsightsEnabled bool: If true, enables Application Insights logging.
CodeConfiguration CodeConfigurationResponse: Code configuration for the endpoint deployment.
Description string: Description of the endpoint deployment.
EgressPublicNetworkAccess string: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
EnvironmentId string: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
EnvironmentVariables map[string]string: Environment variables configuration for the deployment.
InstanceType string: Compute instance type.
LivenessProbe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
Model string: The URI path to the model.
ModelMountPath string: The path to mount the model in custom container.
Properties map[string]string: Property dictionary. Properties can be added, but not removed or altered.
ReadinessProbe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
RequestSettings OnlineRequestSettingsResponse: Request settings for the deployment.
ScaleSettings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioningState String: Provisioning state for the endpoint deployment.
appInsightsEnabled Boolean: If true, enables Application Insights logging.
codeConfiguration CodeConfigurationResponse: Code configuration for the endpoint deployment.
description String: Description of the endpoint deployment.
egressPublicNetworkAccess String: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environmentId String: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environmentVariables Map<String,String>: Environment variables configuration for the deployment.
instanceType String: Compute instance type.
livenessProbe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
model String: The URI path to the model.
modelMountPath String: The path to mount the model in custom container.
properties Map<String,String>: Property dictionary. Properties can be added, but not removed or altered.
readinessProbe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
requestSettings OnlineRequestSettingsResponse: Request settings for the deployment.
scaleSettings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioningState string: Provisioning state for the endpoint deployment.
appInsightsEnabled boolean: If true, enables Application Insights logging.
codeConfiguration CodeConfigurationResponse: Code configuration for the endpoint deployment.
description string: Description of the endpoint deployment.
egressPublicNetworkAccess string: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environmentId string: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environmentVariables {[key: string]: string}: Environment variables configuration for the deployment.
instanceType string: Compute instance type.
livenessProbe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
model string: The URI path to the model.
modelMountPath string: The path to mount the model in custom container.
properties {[key: string]: string}: Property dictionary. Properties can be added, but not removed or altered.
readinessProbe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
requestSettings OnlineRequestSettingsResponse: Request settings for the deployment.
scaleSettings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioning_state str: Provisioning state for the endpoint deployment.
app_insights_enabled bool: If true, enables Application Insights logging.
code_configuration CodeConfigurationResponse: Code configuration for the endpoint deployment.
description str: Description of the endpoint deployment.
egress_public_network_access str: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environment_id str: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environment_variables Mapping[str, str]: Environment variables configuration for the deployment.
instance_type str: Compute instance type.
liveness_probe ProbeSettingsResponse: Liveness probe monitors the health of the container regularly.
model str: The URI path to the model.
model_mount_path str: The path to mount the model in custom container.
properties Mapping[str, str]: Property dictionary. Properties can be added, but not removed or altered.
readiness_probe ProbeSettingsResponse: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
request_settings OnlineRequestSettingsResponse: Request settings for the deployment.
scale_settings DefaultScaleSettingsResponse | TargetUtilizationScaleSettingsResponse: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

provisioningState String: Provisioning state for the endpoint deployment.
appInsightsEnabled Boolean: If true, enables Application Insights logging.
codeConfiguration Property Map: Code configuration for the endpoint deployment.
description String: Description of the endpoint deployment.
egressPublicNetworkAccess String: If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
environmentId String: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
environmentVariables Map<String>: Environment variables configuration for the deployment.
instanceType String: Compute instance type.
livenessProbe Property Map: Liveness probe monitors the health of the container regularly.
model String: The URI path to the model.
modelMountPath String: The path to mount the model in custom container.
properties Map<String>: Property dictionary. Properties can be added, but not removed or altered.
readinessProbe Property Map: Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.
requestSettings Property Map: Request settings for the deployment.
scaleSettings Property Map | Property Map: Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

ManagedServiceIdentityResponse

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.

OnlineRequestSettingsResponse

MaxConcurrentRequestsPerInstance int: The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
MaxQueueWait string: The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms.
RequestTimeout string: The scoring timeout in ISO 8601 format. Defaults to 5000ms.

MaxConcurrentRequestsPerInstance int: The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
MaxQueueWait string: The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms.
RequestTimeout string: The scoring timeout in ISO 8601 format. Defaults to 5000ms.

maxConcurrentRequestsPerInstance Integer: The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
maxQueueWait String: The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms.
requestTimeout String: The scoring timeout in ISO 8601 format. Defaults to 5000ms.

maxConcurrentRequestsPerInstance number: The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
maxQueueWait string: The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms.
requestTimeout string: The scoring timeout in ISO 8601 format. Defaults to 5000ms.

max_concurrent_requests_per_instance int: The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
max_queue_wait str: The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms.
request_timeout str: The scoring timeout in ISO 8601 format. Defaults to 5000ms.

maxConcurrentRequestsPerInstance Number: The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
maxQueueWait String: The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms.
requestTimeout String: The scoring timeout in ISO 8601 format. Defaults to 5000ms.

ProbeSettingsResponse

FailureThreshold int: The number of failures to allow before returning an unhealthy status.
InitialDelay string: The delay before the first probe in ISO 8601 format.
Period string: The length of time between probes in ISO 8601 format.
SuccessThreshold int: The number of successful probes before returning a healthy status.
Timeout string: The probe timeout in ISO 8601 format.

FailureThreshold int: The number of failures to allow before returning an unhealthy status.
InitialDelay string: The delay before the first probe in ISO 8601 format.
Period string: The length of time between probes in ISO 8601 format.
SuccessThreshold int: The number of successful probes before returning a healthy status.
Timeout string: The probe timeout in ISO 8601 format.

failureThreshold Integer: The number of failures to allow before returning an unhealthy status.
initialDelay String: The delay before the first probe in ISO 8601 format.
period String: The length of time between probes in ISO 8601 format.
successThreshold Integer: The number of successful probes before returning a healthy status.
timeout String: The probe timeout in ISO 8601 format.

failureThreshold number: The number of failures to allow before returning an unhealthy status.
initialDelay string: The delay before the first probe in ISO 8601 format.
period string: The length of time between probes in ISO 8601 format.
successThreshold number: The number of successful probes before returning a healthy status.
timeout string: The probe timeout in ISO 8601 format.

failure_threshold int: The number of failures to allow before returning an unhealthy status.
initial_delay str: The delay before the first probe in ISO 8601 format.
period str: The length of time between probes in ISO 8601 format.
success_threshold int: The number of successful probes before returning a healthy status.
timeout str: The probe timeout in ISO 8601 format.

failureThreshold Number: The number of failures to allow before returning an unhealthy status.
initialDelay String: The delay before the first probe in ISO 8601 format.
period String: The length of time between probes in ISO 8601 format.
successThreshold Number: The number of successful probes before returning a healthy status.
timeout String: The probe timeout in ISO 8601 format.

SkuResponse

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.

SystemDataResponse

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.

TargetUtilizationScaleSettingsResponse

MaxInstances int: The maximum number of instances that the deployment can scale to. The quota will be reserved for max_instances.
MinInstances int: The minimum number of instances to always be present.
PollingInterval string: The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
TargetUtilizationPercentage int: Target CPU usage for the autoscaler.

MaxInstances int: The maximum number of instances that the deployment can scale to. The quota will be reserved for max_instances.
MinInstances int: The minimum number of instances to always be present.
PollingInterval string: The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
TargetUtilizationPercentage int: Target CPU usage for the autoscaler.

maxInstances Integer: The maximum number of instances that the deployment can scale to. The quota will be reserved for max_instances.
minInstances Integer: The minimum number of instances to always be present.
pollingInterval String: The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
targetUtilizationPercentage Integer: Target CPU usage for the autoscaler.

maxInstances number: The maximum number of instances that the deployment can scale to. The quota will be reserved for max_instances.
minInstances number: The minimum number of instances to always be present.
pollingInterval string: The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
targetUtilizationPercentage number: Target CPU usage for the autoscaler.

max_instances int: The maximum number of instances that the deployment can scale to. The quota will be reserved for max_instances.
min_instances int: The minimum number of instances to always be present.
polling_interval str: The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
target_utilization_percentage int: Target CPU usage for the autoscaler.

maxInstances Number: The maximum number of instances that the deployment can scale to. The quota will be reserved for max_instances.
minInstances Number: The minimum number of instances to always be present.
pollingInterval String: The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
targetUtilizationPercentage Number: Target CPU usage for the autoscaler.

UserAssignedIdentityResponse

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

This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.

Azure Native v2.90.0 published on Thursday, Mar 27, 2025 by Pulumi

pulumi/pulumi-azure-native

azure-native.machinelearningservices.getOnlineDeployment

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Using getOnlineDeployment

getOnlineDeployment Result

Supporting Types

CodeConfigurationResponse

ContainerResourceRequirementsResponse

ContainerResourceSettingsResponse

DefaultScaleSettingsResponse

KubernetesOnlineDeploymentResponse

ManagedOnlineDeploymentResponse

ManagedServiceIdentityResponse

OnlineRequestSettingsResponse

ProbeSettingsResponse

SkuResponse

SystemDataResponse

TargetUtilizationScaleSettingsResponse

UserAssignedIdentityResponse

Package Details

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