OnlineDeploymentProperties Class

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.OnlineDeploymentPropertiesTypeConverter))]
public class OnlineDeploymentProperties : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.IOnlineDeploymentProperties, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.OnlineDeploymentPropertiesTypeConverter))>]
type OnlineDeploymentProperties = class
    interface IOnlineDeploymentProperties
    interface IJsonSerializable
    interface IEndpointDeploymentPropertiesBase
    interface IValidates

Public Class OnlineDeploymentProperties
Implements IOnlineDeploymentProperties, IValidates

Inheritance

Object

OnlineDeploymentProperties

Attributes

TypeConverterAttribute

Implements

IEndpointDeploymentPropertiesBase IOnlineDeploymentProperties IJsonSerializable IValidates

Constructors

OnlineDeploymentProperties()

Creates an new OnlineDeploymentProperties instance.

Properties

AppInsightsEnabled	If true, enables Application Insights logging.
CodeConfiguration	Code configuration for the endpoint deployment.
CodeConfigurationCodeId	ARM resource ID of the code asset.
CodeConfigurationScoringScript	[Required] The script to execute on startup. eg. "score.py"
Description	Description of the endpoint deployment.
EndpointComputeType	[Required] The compute type of the endpoint.
EnvironmentId	ARM resource ID or AssetId of the environment specification for the endpoint deployment.
EnvironmentVariable	Environment variables configuration for the deployment.
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.
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

DeserializeFromDictionary(IDictionary)	Deserializes a IDictionary into an instance of OnlineDeploymentProperties.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of OnlineDeploymentProperties.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.IOnlineDeploymentProperties. Note: the Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.IOnlineDeploymentProperties interface is polymorphic, and the precise model class that will get deserialized is determined at runtime based on the payload.
FromJsonString(String)	Creates a new instance of OnlineDeploymentProperties, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of OnlineDeploymentProperties into a JsonNode.
ToJsonString()	Serializes this instance to a json string.
ToString()
Validate(IEventListener)	Validates that this object meets the validation criteria.