Package com.azure.resourcemanager.machinelearning.models

Class KubernetesOnlineDeployment

java.lang.Object

com.azure.resourcemanager.machinelearning.models.EndpointDeploymentPropertiesBase

com.azure.resourcemanager.machinelearning.models.OnlineDeploymentDetails

com.azure.resourcemanager.machinelearning.models.KubernetesOnlineDeployment

public final class KubernetesOnlineDeployment
extends OnlineDeploymentDetails

Properties specific to a KubernetesOnlineDeployment.

Constructor Summary

Constructors

Constructor	Description
KubernetesOnlineDeployment()

Method Summary

Modifier and Type	Method	Description
ContainerResourceRequirements	containerResourceRequirements()	Get the containerResourceRequirements property: The resource requirements for the container (cpu and memory).
void	validate()	Validates the instance.
KubernetesOnlineDeployment	withAppInsightsEnabled(Boolean appInsightsEnabled)	Set the appInsightsEnabled property: If true, enables Application Insights logging.
KubernetesOnlineDeployment	withCodeConfiguration(CodeConfiguration codeConfiguration)	Set the codeConfiguration property: Code configuration for the endpoint deployment.
KubernetesOnlineDeployment	withContainerResourceRequirements(ContainerResourceRequirements containerResourceRequirements)	Set the containerResourceRequirements property: The resource requirements for the container (cpu and memory).
KubernetesOnlineDeployment	withDescription(String description)	Set the description property: Description of the endpoint deployment.
KubernetesOnlineDeployment	withEgressPublicNetworkAccess(EgressPublicNetworkAccessType egressPublicNetworkAccess)	Set the egressPublicNetworkAccess property: If Enabled, allow egress public network access.
KubernetesOnlineDeployment	withEnvironmentId(String environmentId)	Set the environmentId property: ARM resource ID of the environment specification for the endpoint deployment.
KubernetesOnlineDeployment	withEnvironmentVariables(Map<String,String> environmentVariables)	Set the environmentVariables property: Environment variables configuration for the deployment.
KubernetesOnlineDeployment	withInstanceType(String instanceType)	Set the instanceType property: Compute instance type.
KubernetesOnlineDeployment	withLivenessProbe(ProbeSettings livenessProbe)	Set the livenessProbe property: Liveness probe monitors the health of the container regularly.
KubernetesOnlineDeployment	withModel(String model)	Set the model property: The URI path to the model.
KubernetesOnlineDeployment	withModelMountPath(String modelMountPath)	Set the modelMountPath property: The path to mount the model in custom container.
KubernetesOnlineDeployment	withPrivateNetworkConnection(Boolean privateNetworkConnection)	Set the privateNetworkConnection property: If true, enable private network connection.
KubernetesOnlineDeployment	withProperties(Map<String,String> properties)	Set the properties property: Property dictionary.
KubernetesOnlineDeployment	withReadinessProbe(ProbeSettings readinessProbe)	Set the readinessProbe property: Readiness probe validates if the container is ready to serve traffic.
KubernetesOnlineDeployment	withRequestSettings(OnlineRequestSettings requestSettings)	Set the requestSettings property: Request settings for the deployment.
KubernetesOnlineDeployment	withScaleSettings(OnlineScaleSettings scaleSettings)	Set the scaleSettings property: Scale settings for the deployment.

Methods inherited from class com.azure.resourcemanager.machinelearning.models.OnlineDeploymentDetails

appInsightsEnabled, egressPublicNetworkAccess, instanceType, livenessProbe, model, modelMountPath, privateNetworkConnection, provisioningState, readinessProbe, requestSettings, scaleSettings

Methods inherited from class com.azure.resourcemanager.machinelearning.models.EndpointDeploymentPropertiesBase

codeConfiguration, description, environmentId, environmentVariables, properties

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

KubernetesOnlineDeployment

public KubernetesOnlineDeployment()

Method Detail

containerResourceRequirements

public ContainerResourceRequirements containerResourceRequirements()

Get the containerResourceRequirements property: The resource requirements for the container (cpu and memory).

Returns:

the containerResourceRequirements value.

withContainerResourceRequirements

public KubernetesOnlineDeployment withContainerResourceRequirements(ContainerResourceRequirements containerResourceRequirements)

Set the containerResourceRequirements property: The resource requirements for the container (cpu and memory).

Parameters:

containerResourceRequirements - the containerResourceRequirements value to set.

Returns:

the KubernetesOnlineDeployment object itself.

withAppInsightsEnabled

public KubernetesOnlineDeployment withAppInsightsEnabled(Boolean appInsightsEnabled)

Set the appInsightsEnabled property: If true, enables Application Insights logging.

Overrides:

withAppInsightsEnabled in class OnlineDeploymentDetails

Parameters:

appInsightsEnabled - the appInsightsEnabled value to set.

Returns:

the OnlineDeploymentDetails object itself.

withEgressPublicNetworkAccess

public KubernetesOnlineDeployment withEgressPublicNetworkAccess(EgressPublicNetworkAccessType egressPublicNetworkAccess)

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

Overrides:

withEgressPublicNetworkAccess in class OnlineDeploymentDetails

Parameters:

egressPublicNetworkAccess - the egressPublicNetworkAccess value to set.

Returns:

the OnlineDeploymentDetails object itself.

withInstanceType

public KubernetesOnlineDeployment withInstanceType(String instanceType)

Set the instanceType property: Compute instance type.

Overrides:

withInstanceType in class OnlineDeploymentDetails

Parameters:

instanceType - the instanceType value to set.

Returns:

the OnlineDeploymentDetails object itself.

withLivenessProbe

public KubernetesOnlineDeployment withLivenessProbe(ProbeSettings livenessProbe)

Set the livenessProbe property: Liveness probe monitors the health of the container regularly.

Overrides:

withLivenessProbe in class OnlineDeploymentDetails

Parameters:

livenessProbe - the livenessProbe value to set.

Returns:

the OnlineDeploymentDetails object itself.

withModel

public KubernetesOnlineDeployment withModel(String model)

Set the model property: The URI path to the model.

Overrides:

withModel in class OnlineDeploymentDetails

Parameters:

model - the model value to set.

Returns:

the OnlineDeploymentDetails object itself.

withModelMountPath

public KubernetesOnlineDeployment withModelMountPath(String modelMountPath)

Set the modelMountPath property: The path to mount the model in custom container.

Overrides:

withModelMountPath in class OnlineDeploymentDetails

Parameters:

modelMountPath - the modelMountPath value to set.

Returns:

the OnlineDeploymentDetails object itself.

withPrivateNetworkConnection

public KubernetesOnlineDeployment withPrivateNetworkConnection(Boolean privateNetworkConnection)

Set the privateNetworkConnection property: If true, enable private network connection. DEPRECATED for future API versions. Use EgressPublicNetworkAccess.

Overrides:

withPrivateNetworkConnection in class OnlineDeploymentDetails

Parameters:

privateNetworkConnection - the privateNetworkConnection value to set.

Returns:

the OnlineDeploymentDetails object itself.

withReadinessProbe

public KubernetesOnlineDeployment withReadinessProbe(ProbeSettings readinessProbe)

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

Overrides:

withReadinessProbe in class OnlineDeploymentDetails

Parameters:

readinessProbe - the readinessProbe value to set.

Returns:

the OnlineDeploymentDetails object itself.

withRequestSettings

public KubernetesOnlineDeployment withRequestSettings(OnlineRequestSettings requestSettings)

Set the requestSettings property: Request settings for the deployment.

Overrides:

withRequestSettings in class OnlineDeploymentDetails

Parameters:

requestSettings - the requestSettings value to set.

Returns:

the OnlineDeploymentDetails object itself.

withScaleSettings

public KubernetesOnlineDeployment withScaleSettings(OnlineScaleSettings scaleSettings)

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

Overrides:

withScaleSettings in class OnlineDeploymentDetails

Parameters:

scaleSettings - the scaleSettings value to set.

Returns:

the OnlineDeploymentDetails object itself.

withCodeConfiguration

public KubernetesOnlineDeployment withCodeConfiguration(CodeConfiguration codeConfiguration)

Set the codeConfiguration property: Code configuration for the endpoint deployment.

Overrides:

withCodeConfiguration in class OnlineDeploymentDetails

Parameters:

codeConfiguration - the codeConfiguration value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withDescription

public KubernetesOnlineDeployment withDescription(String description)

Set the description property: Description of the endpoint deployment.

Overrides:

withDescription in class OnlineDeploymentDetails

Parameters:

description - the description value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withEnvironmentId

public KubernetesOnlineDeployment withEnvironmentId(String environmentId)

Set the environmentId property: ARM resource ID of the environment specification for the endpoint deployment.

Overrides:

withEnvironmentId in class OnlineDeploymentDetails

Parameters:

environmentId - the environmentId value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withEnvironmentVariables

public KubernetesOnlineDeployment withEnvironmentVariables(Map<String,String> environmentVariables)

Set the environmentVariables property: Environment variables configuration for the deployment.

Overrides:

withEnvironmentVariables in class OnlineDeploymentDetails

Parameters:

environmentVariables - the environmentVariables value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withProperties

public KubernetesOnlineDeployment withProperties(Map<String,String> properties)

Set the properties property: Property dictionary. Properties can be added, but not removed or altered.

Overrides:

withProperties in class OnlineDeploymentDetails

Parameters:

properties - the properties value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

validate

public void validate()

Validates the instance.

Overrides:

validate in class OnlineDeploymentDetails

Throws:

IllegalArgumentException - thrown if the instance is not valid.