IManagedOnlineDeployment Interface

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ManagedOnlineDeploymentTypeConverter))]
public interface IManagedOnlineDeployment : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IOnlineDeploymentProperties

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ManagedOnlineDeploymentTypeConverter))>]
type IManagedOnlineDeployment = interface
    interface IJsonSerializable
    interface IOnlineDeploymentProperties
    interface IEndpointDeploymentPropertiesBase

Public Interface IManagedOnlineDeployment
Implements IOnlineDeploymentProperties

Derived

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ManagedOnlineDeployment

Attributes

TypeConverterAttribute

Implements

IEndpointDeploymentPropertiesBase IOnlineDeploymentProperties IJsonSerializable

Properties

AppInsightsEnabled	If true, enables Application Insights logging. (Inherited from IOnlineDeploymentProperties)
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)
DataCollectorCollection	[Required] The collection configuration. Each collection has it own configuration to collect model data and the name of collection can be arbitrary string. Model data collector can be used for either payload logging or custom logging or both of them. Collection request and response are reserved for payload logging, others are for custom logging. (Inherited from IOnlineDeploymentProperties)
DataCollectorRollingRate	When model data is collected to blob storage, we need to roll the data to different path to avoid logging all of them in a single blob file. If the rolling rate is hour, all data will be collected in the blob path /yyyy/MM/dd/HH/. If it's day, all data will be collected in blob path /yyyy/MM/dd/. The other benefit of rolling path is that model monitoring ui is able to select a time range of data very quickly. (Inherited from IOnlineDeploymentProperties)
Description	Description of the endpoint deployment. (Inherited from IEndpointDeploymentPropertiesBase)
EgressPublicNetworkAccess	If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled. (Inherited from IOnlineDeploymentProperties)
EndpointComputeType	[Required] The compute type of the endpoint. (Inherited from IOnlineDeploymentProperties)
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. (Inherited from IOnlineDeploymentProperties)
LivenessProbeFailureThreshold	The number of failures to allow before returning an unhealthy status. (Inherited from IOnlineDeploymentProperties)
LivenessProbeInitialDelay	The delay before the first probe in ISO 8601 format. (Inherited from IOnlineDeploymentProperties)
LivenessProbePeriod	The length of time between probes in ISO 8601 format. (Inherited from IOnlineDeploymentProperties)
LivenessProbeSuccessThreshold	The number of successful probes before returning a healthy status. (Inherited from IOnlineDeploymentProperties)
LivenessProbeTimeout	The probe timeout in ISO 8601 format. (Inherited from IOnlineDeploymentProperties)
Model	The URI path to the model. (Inherited from IOnlineDeploymentProperties)
ModelMountPath	The path to mount the model in custom container. (Inherited from IOnlineDeploymentProperties)
Property	Property dictionary. Properties can be added, but not removed or altered. (Inherited from IEndpointDeploymentPropertiesBase)
ProvisioningState	Provisioning state for the endpoint deployment. (Inherited from IOnlineDeploymentProperties)
ReadinessProbeFailureThreshold	The number of failures to allow before returning an unhealthy status. (Inherited from IOnlineDeploymentProperties)
ReadinessProbeInitialDelay	The delay before the first probe in ISO 8601 format. (Inherited from IOnlineDeploymentProperties)
ReadinessProbePeriod	The length of time between probes in ISO 8601 format. (Inherited from IOnlineDeploymentProperties)
ReadinessProbeSuccessThreshold	The number of successful probes before returning a healthy status. (Inherited from IOnlineDeploymentProperties)
ReadinessProbeTimeout	The probe timeout in ISO 8601 format. (Inherited from IOnlineDeploymentProperties)
RequestLoggingCaptureHeader	For payload logging, we only collect payload by default. If customers also want to collect the specified headers, they can set them in captureHeaders so that backend will collect those headers along with payload. (Inherited from IOnlineDeploymentProperties)
RequestSettingMaxConcurrentRequestsPerInstance	The number of maximum concurrent requests per node allowed per deployment. Defaults to 1. (Inherited from IOnlineDeploymentProperties)
RequestSettingMaxQueueWait	(Deprecated for Managed Online Endpoints) The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms. (Now increase request_timeout_ms to account for any networking/queue delays) (Inherited from IOnlineDeploymentProperties)
RequestSettingRequestTimeout	The scoring timeout in ISO 8601 format. Defaults to 5000ms. (Inherited from IOnlineDeploymentProperties)
ScaleSettingScaleType	[Required] Type of deployment scaling algorithm (Inherited from IOnlineDeploymentProperties)

Methods

ToJson(JsonObject, SerializationMode)

(Inherited from IJsonSerializable)