KubernetesOnlineDeployment interface

Package:

@azure/arm-machinelearning

Properties specific to a KubernetesOnlineDeployment.

Extends

OnlineDeploymentProperties

Properties

containerResourceRequirements	The resource requirements for the container (cpu and memory).
endpointComputeType	Polymorphic discriminator, which specifies the different types this object can be

Inherited Properties

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

Property Details

containerResourceRequirements

The resource requirements for the container (cpu and memory).

containerResourceRequirements?: ContainerResourceRequirements

Property Value

ContainerResourceRequirements

endpointComputeType

Polymorphic discriminator, which specifies the different types this object can be

endpointComputeType: "Kubernetes"

Property Value

"Kubernetes"

Inherited Property Details

appInsightsEnabled

If true, enables Application Insights logging.

appInsightsEnabled?: boolean

Property Value

boolean

Inherited From OnlineDeploymentProperties.appInsightsEnabled

codeConfiguration

Code configuration for the endpoint deployment.

codeConfiguration?: CodeConfiguration

Property Value

CodeConfiguration

Inherited From OnlineDeploymentProperties.codeConfiguration

dataCollector

The mdc configuration, we disable mdc when it's null.

dataCollector?: DataCollector

Property Value

DataCollector

Inherited From OnlineDeploymentProperties.dataCollector

description

Description of the endpoint deployment.

description?: string

Property Value

string

Inherited From OnlineDeploymentProperties.description

egressPublicNetworkAccess

If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.

egressPublicNetworkAccess?: string

Property Value

string

Inherited From OnlineDeploymentProperties.egressPublicNetworkAccess

environmentId

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

environmentId?: string

Property Value

string

Inherited From OnlineDeploymentProperties.environmentId

environmentVariables

Environment variables configuration for the deployment.

environmentVariables?: {[propertyName: string]: string | null}

Property Value

{[propertyName: string]: string | null}

Inherited From OnlineDeploymentProperties.environmentVariables

instanceType

Compute instance type.

instanceType?: string

Property Value

string

Inherited From OnlineDeploymentProperties.instanceType

livenessProbe

Liveness probe monitors the health of the container regularly.

livenessProbe?: ProbeSettings

Property Value

ProbeSettings

Inherited From OnlineDeploymentProperties.livenessProbe

model

The URI path to the model.

model?: string

Property Value

string

Inherited From OnlineDeploymentProperties.model

modelMountPath

The path to mount the model in custom container.

modelMountPath?: string

Property Value

string

Inherited From OnlineDeploymentProperties.modelMountPath

properties

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

properties?: {[propertyName: string]: string | null}

Property Value

{[propertyName: string]: string | null}

Inherited From OnlineDeploymentProperties.properties

provisioningState

Provisioning state for the endpoint deployment. NOTE: This property will not be serialized. It can only be populated by the server.

provisioningState?: string

Property Value

string

Inherited From OnlineDeploymentProperties.provisioningState

readinessProbe

Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.

readinessProbe?: ProbeSettings

Property Value

ProbeSettings

Inherited From OnlineDeploymentProperties.readinessProbe

requestSettings

Request settings for the deployment.

requestSettings?: OnlineRequestSettings

Property Value

OnlineRequestSettings

Inherited From OnlineDeploymentProperties.requestSettings

scaleSettings

Scale settings for the deployment. If it is null or not provided, it defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment and to DefaultScaleSettings for ManagedOnlineDeployment.

scaleSettings?: OnlineScaleSettingsUnion

Property Value

OnlineScaleSettingsUnion

Inherited From OnlineDeploymentProperties.scaleSettings