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IOnlineDeploymentProperties Interface

Definition

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.OnlineDeploymentPropertiesTypeConverter))]
public interface IOnlineDeploymentProperties : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.IEndpointDeploymentPropertiesBase
[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.OnlineDeploymentPropertiesTypeConverter))>]
type IOnlineDeploymentProperties = interface
    interface IJsonSerializable
    interface IEndpointDeploymentPropertiesBase
Public Interface IOnlineDeploymentProperties
Implements IEndpointDeploymentPropertiesBase
Derived
Attributes
Implements

Properties

AppInsightsEnabled

If true, enables Application Insights logging.

CodeConfigurationCodeId

ARM resource ID of the code asset.

(Inherited from IEndpointDeploymentPropertiesBase)
CodeConfigurationScoringScript

[Required] The script to execute on startup. eg. "score.py"

(Inherited from IEndpointDeploymentPropertiesBase)
Description

Description of the endpoint deployment.

(Inherited from IEndpointDeploymentPropertiesBase)
EndpointComputeType

[Required] The compute type of the endpoint.

EnvironmentId

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

(Inherited from IEndpointDeploymentPropertiesBase)
EnvironmentVariable

Environment variables configuration for the deployment.

(Inherited from IEndpointDeploymentPropertiesBase)
InstanceType

Compute instance type.

LivenessProbeFailureThreshold

The number of failures to allow before returning an unhealthy status.

LivenessProbeInitialDelay

The delay before the first probe in ISO 8601 format.

LivenessProbePeriod

The length of time between probes in ISO 8601 format.

LivenessProbeSuccessThreshold

The number of successful probes before returning a healthy status.

LivenessProbeTimeout

The probe timeout in ISO 8601 format.

Model

The URI path to the model.

ModelMountPath

The path to mount the model in custom container.

Property

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

(Inherited from IEndpointDeploymentPropertiesBase)
ProvisioningState

Provisioning state for the endpoint deployment.

ReadinessProbeFailureThreshold

The number of failures to allow before returning an unhealthy status.

ReadinessProbeInitialDelay

The delay before the first probe in ISO 8601 format.

ReadinessProbePeriod

The length of time between probes in ISO 8601 format.

ReadinessProbeSuccessThreshold

The number of successful probes before returning a healthy status.

ReadinessProbeTimeout

The probe timeout in ISO 8601 format.

RequestSettingMaxConcurrentRequestsPerInstance

The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.

RequestSettingMaxQueueWait

The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms.

RequestSettingRequestTimeout

The scoring timeout in ISO 8601 format. Defaults to 5000ms.

ScaleSettingScaleType

[Required] Type of deployment scaling algorithm

Methods

ToJson(JsonObject, SerializationMode) (Inherited from IJsonSerializable)

Applies to