Azure Native

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Package maintained by Pulumi
v1.67.0 published on Tuesday, Jul 12, 2022 by Pulumi

getOnlineDeployment

API Version: 2021-03-01-preview.

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)
// Output-based functions aren't available in Java yet
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

Properties Pulumi.AzureNative.MachineLearningServices.Outputs.K8sOnlineDeploymentResponse | Pulumi.AzureNative.MachineLearningServices.Outputs.ManagedOnlineDeploymentResponse

[Required] Additional attributes of the entity.

SystemData Pulumi.AzureNative.MachineLearningServices.Outputs.SystemDataResponse

System data associated with resource provider

Type string

The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

Identity Pulumi.AzureNative.MachineLearningServices.Outputs.ResourceIdentityResponse

Service identity associated with a resource.

Kind string

Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

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

Properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse

[Required] Additional attributes of the entity.

SystemData SystemDataResponse

System data associated with resource provider

Type string

The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

Identity ResourceIdentityResponse

Service identity associated with a resource.

Kind string

Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

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

properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse

[Required] Additional attributes of the entity.

systemData SystemDataResponse

System data associated with resource provider

type String

The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

identity ResourceIdentityResponse

Service identity associated with a resource.

kind String

Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

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

properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse

[Required] Additional attributes of the entity.

systemData SystemDataResponse

System data associated with resource provider

type string

The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

identity ResourceIdentityResponse

Service identity associated with a resource.

kind string

Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

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

properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse

[Required] Additional attributes of the entity.

system_data SystemDataResponse

System data associated with resource provider

type str

The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

identity ResourceIdentityResponse

Service identity associated with a resource.

kind str

Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

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

properties Property Map | Property Map

[Required] Additional attributes of the entity.

systemData Property Map

System data associated with resource provider

type String

The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

identity Property Map

Service identity associated with a resource.

kind String

Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

tags Map<String>

Resource tags.

Supporting Types

AutoScaleSettingsResponse

MaxInstances int

Maximum number of instances for this deployment.

MinInstances int

Minimum number of instances for this deployment.

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

Maximum number of instances for this deployment.

MinInstances int

Minimum number of instances for this deployment.

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

Maximum number of instances for this deployment.

minInstances Integer

Minimum number of instances for this deployment.

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

Maximum number of instances for this deployment.

minInstances number

Minimum number of instances for this deployment.

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

Maximum number of instances for this deployment.

min_instances int

Minimum number of instances for this deployment.

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

Maximum number of instances for this deployment.

minInstances Number

Minimum number of instances for this deployment.

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.

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

Cpu double

The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

CpuLimit double

The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

Fpga int

The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.

Gpu int

The number of GPU cores in the container.

MemoryInGB double

The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

MemoryInGBLimit double

The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

Cpu float64

The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

CpuLimit float64

The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

Fpga int

The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.

Gpu int

The number of GPU cores in the container.

MemoryInGB float64

The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

MemoryInGBLimit float64

The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu Double

The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpuLimit Double

The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

fpga Integer

The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.

gpu Integer

The number of GPU cores in the container.

memoryInGB Double

The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

memoryInGBLimit Double

The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu number

The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpuLimit number

The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

fpga number

The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.

gpu number

The number of GPU cores in the container.

memoryInGB number

The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

memoryInGBLimit number

The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu float

The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu_limit float

The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

fpga int

The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.

gpu int

The number of GPU cores in the container.

memory_in_gb float

The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

memory_in_gb_limit float

The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpu Number

The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

cpuLimit Number

The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

fpga Number

The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.

gpu Number

The number of GPU cores in the container.

memoryInGB Number

The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

memoryInGBLimit Number

The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

DataPathAssetReferenceResponse

DatastoreId string

ARM resource ID of the datastore where the asset is located.

Path string

The path of the file/directory in the datastore.

DatastoreId string

ARM resource ID of the datastore where the asset is located.

Path string

The path of the file/directory in the datastore.

datastoreId String

ARM resource ID of the datastore where the asset is located.

path String

The path of the file/directory in the datastore.

datastoreId string

ARM resource ID of the datastore where the asset is located.

path string

The path of the file/directory in the datastore.

datastore_id str

ARM resource ID of the datastore where the asset is located.

path str

The path of the file/directory in the datastore.

datastoreId String

ARM resource ID of the datastore where the asset is located.

path String

The path of the file/directory in the datastore.

IdAssetReferenceResponse

AssetId string

[Required] ARM resource ID of the asset.

AssetId string

[Required] ARM resource ID of the asset.

assetId String

[Required] ARM resource ID of the asset.

assetId string

[Required] ARM resource ID of the asset.

asset_id str

[Required] ARM resource ID of the asset.

assetId String

[Required] ARM resource ID of the asset.

K8sOnlineDeploymentResponse

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

Resource requirements for each container instance within an online deployment.

Description string

Description of the endpoint deployment.

EnvironmentId string

ARM resource ID of the environment specification for the endpoint deployment.

EnvironmentVariables Dictionary<string, string>

Environment variables configuration for the deployment.

LivenessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

Model Pulumi.AzureNative.MachineLearningServices.Inputs.DataPathAssetReferenceResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.IdAssetReferenceResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

Properties Dictionary<string, string>

Property dictionary. Properties can be added, but not removed or altered.

RequestSettings Pulumi.AzureNative.MachineLearningServices.Inputs.OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

ScaleSettings Pulumi.AzureNative.MachineLearningServices.Inputs.AutoScaleSettingsResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.ManualScaleSettingsResponse

Online deployment scaling configuration.

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

Resource requirements for each container instance within an online deployment.

Description string

Description of the endpoint deployment.

EnvironmentId string

ARM resource ID of the environment specification for the endpoint deployment.

EnvironmentVariables map[string]string

Environment variables configuration for the deployment.

LivenessProbe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

Model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

Properties map[string]string

Property dictionary. Properties can be added, but not removed or altered.

RequestSettings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

ScaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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

Resource requirements for each container instance within an online deployment.

description String

Description of the endpoint deployment.

environmentId String

ARM resource ID of the environment specification for the endpoint deployment.

environmentVariables Map<String,String>

Environment variables configuration for the deployment.

livenessProbe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

properties Map<String,String>

Property dictionary. Properties can be added, but not removed or altered.

requestSettings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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

Resource requirements for each container instance within an online deployment.

description string

Description of the endpoint deployment.

environmentId string

ARM resource ID of the environment specification for the endpoint deployment.

environmentVariables {[key: string]: string}

Environment variables configuration for the deployment.

livenessProbe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

properties {[key: string]: string}

Property dictionary. Properties can be added, but not removed or altered.

requestSettings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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

Resource requirements for each container instance within an online deployment.

description str

Description of the endpoint deployment.

environment_id str

ARM resource ID of the environment specification for the endpoint deployment.

environment_variables Mapping[str, str]

Environment variables configuration for the deployment.

liveness_probe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

properties Mapping[str, str]

Property dictionary. Properties can be added, but not removed or altered.

request_settings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

scale_settings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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

Resource requirements for each container instance within an online deployment.

description String

Description of the endpoint deployment.

environmentId String

ARM resource ID of the environment specification for the endpoint deployment.

environmentVariables Map<String>

Environment variables configuration for the deployment.

livenessProbe Property Map

Deployment container liveness/readiness probe configuration.

model Property Map | Property Map | Property Map

Reference to the model asset for the endpoint deployment.

properties Map<String>

Property dictionary. Properties can be added, but not removed or altered.

requestSettings Property Map

Online deployment scoring requests configuration.

scaleSettings Property Map | Property Map

Online deployment scaling configuration.

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.

EnvironmentId string

ARM resource ID 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

Deployment container liveness/readiness probe configuration.

Model Pulumi.AzureNative.MachineLearningServices.Inputs.DataPathAssetReferenceResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.IdAssetReferenceResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

Properties Dictionary<string, string>

Property dictionary. Properties can be added, but not removed or altered.

ReadinessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

RequestSettings Pulumi.AzureNative.MachineLearningServices.Inputs.OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

ScaleSettings Pulumi.AzureNative.MachineLearningServices.Inputs.AutoScaleSettingsResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.ManualScaleSettingsResponse

Online deployment scaling configuration.

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.

EnvironmentId string

ARM resource ID 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

Deployment container liveness/readiness probe configuration.

Model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

Properties map[string]string

Property dictionary. Properties can be added, but not removed or altered.

ReadinessProbe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

RequestSettings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

ScaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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.

environmentId String

ARM resource ID 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

Deployment container liveness/readiness probe configuration.

model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

properties Map<String,String>

Property dictionary. Properties can be added, but not removed or altered.

readinessProbe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

requestSettings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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.

environmentId string

ARM resource ID 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

Deployment container liveness/readiness probe configuration.

model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

properties {[key: string]: string}

Property dictionary. Properties can be added, but not removed or altered.

readinessProbe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

requestSettings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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.

environment_id str

ARM resource ID 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

Deployment container liveness/readiness probe configuration.

model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

Reference to the model asset for the endpoint deployment.

properties Mapping[str, str]

Property dictionary. Properties can be added, but not removed or altered.

readiness_probe ProbeSettingsResponse

Deployment container liveness/readiness probe configuration.

request_settings OnlineRequestSettingsResponse

Online deployment scoring requests configuration.

scale_settings AutoScaleSettingsResponse | ManualScaleSettingsResponse

Online deployment scaling configuration.

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.

environmentId String

ARM resource ID 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

Deployment container liveness/readiness probe configuration.

model Property Map | Property Map | Property Map

Reference to the model asset for the endpoint deployment.

properties Map<String>

Property dictionary. Properties can be added, but not removed or altered.

readinessProbe Property Map

Deployment container liveness/readiness probe configuration.

requestSettings Property Map

Online deployment scoring requests configuration.

scaleSettings Property Map | Property Map

Online deployment scaling configuration.

ManualScaleSettingsResponse

InstanceCount int

Fixed number of instances for this deployment.

MaxInstances int

Maximum number of instances for this deployment.

MinInstances int

Minimum number of instances for this deployment.

InstanceCount int

Fixed number of instances for this deployment.

MaxInstances int

Maximum number of instances for this deployment.

MinInstances int

Minimum number of instances for this deployment.

instanceCount Integer

Fixed number of instances for this deployment.

maxInstances Integer

Maximum number of instances for this deployment.

minInstances Integer

Minimum number of instances for this deployment.

instanceCount number

Fixed number of instances for this deployment.

maxInstances number

Maximum number of instances for this deployment.

minInstances number

Minimum number of instances for this deployment.

instance_count int

Fixed number of instances for this deployment.

max_instances int

Maximum number of instances for this deployment.

min_instances int

Minimum number of instances for this deployment.

instanceCount Number

Fixed number of instances for this deployment.

maxInstances Number

Maximum number of instances for this deployment.

minInstances Number

Minimum number of instances for this deployment.

OnlineRequestSettingsResponse

MaxConcurrentRequestsPerInstance int

The number of requests allowed to queue at once for this deployment.

MaxQueueWait string

The maximum queue wait time in ISO 8601 format. Supports millisecond precision.

RequestTimeout string

The request timeout in ISO 8601 format. Supports millisecond precision.

MaxConcurrentRequestsPerInstance int

The number of requests allowed to queue at once for this deployment.

MaxQueueWait string

The maximum queue wait time in ISO 8601 format. Supports millisecond precision.

RequestTimeout string

The request timeout in ISO 8601 format. Supports millisecond precision.

maxConcurrentRequestsPerInstance Integer

The number of requests allowed to queue at once for this deployment.

maxQueueWait String

The maximum queue wait time in ISO 8601 format. Supports millisecond precision.

requestTimeout String

The request timeout in ISO 8601 format. Supports millisecond precision.

maxConcurrentRequestsPerInstance number

The number of requests allowed to queue at once for this deployment.

maxQueueWait string

The maximum queue wait time in ISO 8601 format. Supports millisecond precision.

requestTimeout string

The request timeout in ISO 8601 format. Supports millisecond precision.

max_concurrent_requests_per_instance int

The number of requests allowed to queue at once for this deployment.

max_queue_wait str

The maximum queue wait time in ISO 8601 format. Supports millisecond precision.

request_timeout str

The request timeout in ISO 8601 format. Supports millisecond precision.

maxConcurrentRequestsPerInstance Number

The number of requests allowed to queue at once for this deployment.

maxQueueWait String

The maximum queue wait time in ISO 8601 format. Supports millisecond precision.

requestTimeout String

The request timeout in ISO 8601 format. Supports millisecond precision.

OutputPathAssetReferenceResponse

JobId string

ARM resource ID of the job.

Path string

The path of the file/directory in the job output.

JobId string

ARM resource ID of the job.

Path string

The path of the file/directory in the job output.

jobId String

ARM resource ID of the job.

path String

The path of the file/directory in the job output.

jobId string

ARM resource ID of the job.

path string

The path of the file/directory in the job output.

job_id str

ARM resource ID of the job.

path str

The path of the file/directory in the job output.

jobId String

ARM resource ID of the job.

path String

The path of the file/directory in the job output.

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.

ResourceIdentityResponse

PrincipalId string

Client ID that is used when authenticating.

TenantId string

AAD Tenant where this identity lives.

Type string

Defines values for a ResourceIdentity's type.

UserAssignedIdentities Dictionary<string, Pulumi.AzureNative.MachineLearningServices.Inputs.UserAssignedIdentityMetaResponse>

Dictionary of the user assigned identities, key is ARM resource ID of the UAI.

PrincipalId string

Client ID that is used when authenticating.

TenantId string

AAD Tenant where this identity lives.

Type string

Defines values for a ResourceIdentity's type.

UserAssignedIdentities map[string]UserAssignedIdentityMetaResponse

Dictionary of the user assigned identities, key is ARM resource ID of the UAI.

principalId String

Client ID that is used when authenticating.

tenantId String

AAD Tenant where this identity lives.

type String

Defines values for a ResourceIdentity's type.

userAssignedIdentities Map<String,UserAssignedIdentityMetaResponse>

Dictionary of the user assigned identities, key is ARM resource ID of the UAI.

principalId string

Client ID that is used when authenticating.

tenantId string

AAD Tenant where this identity lives.

type string

Defines values for a ResourceIdentity's type.

userAssignedIdentities {[key: string]: UserAssignedIdentityMetaResponse}

Dictionary of the user assigned identities, key is ARM resource ID of the UAI.

principal_id str

Client ID that is used when authenticating.

tenant_id str

AAD Tenant where this identity lives.

type str

Defines values for a ResourceIdentity's type.

user_assigned_identities Mapping[str, UserAssignedIdentityMetaResponse]

Dictionary of the user assigned identities, key is ARM resource ID of the UAI.

principalId String

Client ID that is used when authenticating.

tenantId String

AAD Tenant where this identity lives.

type String

Defines values for a ResourceIdentity's type.

userAssignedIdentities Map<Property Map>

Dictionary of the user assigned identities, key is ARM resource ID of the UAI.

SystemDataResponse

CreatedAt string

The timestamp of resource creation (UTC)

CreatedBy string

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for 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

An identifier for the identity that last modified the resource

lastModifiedByType String

The type of identity that last modified the resource

UserAssignedIdentityMetaResponse

ClientId string

Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.

PrincipalId string

The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.

ClientId string

Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.

PrincipalId string

The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.

clientId String

Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.

principalId String

The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.

clientId string

Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.

principalId string

The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.

client_id str

Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.

principal_id str

The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.

clientId String

Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.

principalId String

The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.

Package Details

Repository
https://github.com/pulumi/pulumi-azure-native
License
Apache-2.0