Package com.azure.resourcemanager.machinelearning.models

Class ManagedOnlineDeployment

java.lang.Object

com.azure.resourcemanager.machinelearning.models.EndpointDeploymentPropertiesBase

com.azure.resourcemanager.machinelearning.models.OnlineDeploymentProperties

com.azure.resourcemanager.machinelearning.models.ManagedOnlineDeployment

All Implemented Interfaces:

com.azure.json.JsonSerializable<EndpointDeploymentPropertiesBase>

public final class ManagedOnlineDeployment
extends OnlineDeploymentProperties

Properties specific to a ManagedOnlineDeployment.

Constructor Summary

Constructors

Constructor	Description
ManagedOnlineDeployment()	Creates an instance of ManagedOnlineDeployment class.

Method Summary

Modifier and Type	Method	Description
EndpointComputeType	endpointComputeType()	Get the endpointComputeType property: [Required] The compute type of the endpoint.
static ManagedOnlineDeployment	fromJson(com.azure.json.JsonReader jsonReader)	Reads an instance of ManagedOnlineDeployment from the JsonReader.
DeploymentProvisioningState	provisioningState()	Get the provisioningState property: Provisioning state for the endpoint deployment.
com.azure.json.JsonWriter	toJson(com.azure.json.JsonWriter jsonWriter)
void	validate()	Validates the instance.
ManagedOnlineDeployment	withAppInsightsEnabled(Boolean appInsightsEnabled)	Set the appInsightsEnabled property: If true, enables Application Insights logging.
ManagedOnlineDeployment	withCodeConfiguration(CodeConfiguration codeConfiguration)	Set the codeConfiguration property: Code configuration for the endpoint deployment.
ManagedOnlineDeployment	withDataCollector(DataCollector dataCollector)	Set the dataCollector property: The mdc configuration, we disable mdc when it's null.
ManagedOnlineDeployment	withDescription(String description)	Set the description property: Description of the endpoint deployment.
ManagedOnlineDeployment	withEgressPublicNetworkAccess(EgressPublicNetworkAccessType egressPublicNetworkAccess)	Set the egressPublicNetworkAccess property: If Enabled, allow egress public network access.
ManagedOnlineDeployment	withEnvironmentId(String environmentId)	Set the environmentId property: ARM resource ID or AssetId of the environment specification for the endpoint deployment.
ManagedOnlineDeployment	withEnvironmentVariables(Map<String,String> environmentVariables)	Set the environmentVariables property: Environment variables configuration for the deployment.
ManagedOnlineDeployment	withInstanceType(String instanceType)	Set the instanceType property: Compute instance type.
ManagedOnlineDeployment	withLivenessProbe(ProbeSettings livenessProbe)	Set the livenessProbe property: Liveness probe monitors the health of the container regularly.
ManagedOnlineDeployment	withModel(String model)	Set the model property: The URI path to the model.
ManagedOnlineDeployment	withModelMountPath(String modelMountPath)	Set the modelMountPath property: The path to mount the model in custom container.
ManagedOnlineDeployment	withProperties(Map<String,String> properties)	Set the properties property: Property dictionary.
ManagedOnlineDeployment	withReadinessProbe(ProbeSettings readinessProbe)	Set the readinessProbe property: Readiness probe validates if the container is ready to serve traffic.
ManagedOnlineDeployment	withRequestSettings(OnlineRequestSettings requestSettings)	Set the requestSettings property: Request settings for the deployment.
ManagedOnlineDeployment	withScaleSettings(OnlineScaleSettings scaleSettings)	Set the scaleSettings property: Scale settings for the deployment.

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

appInsightsEnabled, dataCollector, egressPublicNetworkAccess, instanceType, livenessProbe, model, modelMountPath, 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

Methods inherited from interface com.azure.json.JsonSerializable

toJson, toJson, toJsonBytes, toJsonString

Constructor Details

ManagedOnlineDeployment

public ManagedOnlineDeployment()

Creates an instance of ManagedOnlineDeployment class.

Method Details

endpointComputeType

public EndpointComputeType endpointComputeType()

Get the endpointComputeType property: [Required] The compute type of the endpoint.

Overrides:

endpointComputeType in class OnlineDeploymentProperties

Returns:

the endpointComputeType value.

provisioningState

public DeploymentProvisioningState provisioningState()

Get the provisioningState property: Provisioning state for the endpoint deployment.

Overrides:

provisioningState in class OnlineDeploymentProperties

Returns:

the provisioningState value.

withScaleSettings

public ManagedOnlineDeployment 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 OnlineDeploymentProperties

Parameters:

scaleSettings - the scaleSettings value to set.

Returns:

the OnlineDeploymentProperties object itself.

withRequestSettings

public ManagedOnlineDeployment withRequestSettings(OnlineRequestSettings requestSettings)

Set the requestSettings property: Request settings for the deployment.

Overrides:

withRequestSettings in class OnlineDeploymentProperties

Parameters:

requestSettings - the requestSettings value to set.

Returns:

the OnlineDeploymentProperties object itself.

withModelMountPath

public ManagedOnlineDeployment withModelMountPath(String modelMountPath)

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

Overrides:

withModelMountPath in class OnlineDeploymentProperties

Parameters:

modelMountPath - the modelMountPath value to set.

Returns:

the OnlineDeploymentProperties object itself.

withAppInsightsEnabled

public ManagedOnlineDeployment withAppInsightsEnabled(Boolean appInsightsEnabled)

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

Overrides:

withAppInsightsEnabled in class OnlineDeploymentProperties

Parameters:

appInsightsEnabled - the appInsightsEnabled value to set.

Returns:

the OnlineDeploymentProperties object itself.

withLivenessProbe

public ManagedOnlineDeployment withLivenessProbe(ProbeSettings livenessProbe)

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

Overrides:

withLivenessProbe in class OnlineDeploymentProperties

Parameters:

livenessProbe - the livenessProbe value to set.

Returns:

the OnlineDeploymentProperties object itself.

withReadinessProbe

public ManagedOnlineDeployment 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 OnlineDeploymentProperties

Parameters:

readinessProbe - the readinessProbe value to set.

Returns:

the OnlineDeploymentProperties object itself.

withInstanceType

public ManagedOnlineDeployment withInstanceType(String instanceType)

Set the instanceType property: Compute instance type.

Overrides:

withInstanceType in class OnlineDeploymentProperties

Parameters:

instanceType - the instanceType value to set.

Returns:

the OnlineDeploymentProperties object itself.

withModel

public ManagedOnlineDeployment withModel(String model)

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

Overrides:

withModel in class OnlineDeploymentProperties

Parameters:

model - the model value to set.

Returns:

the OnlineDeploymentProperties object itself.

withEgressPublicNetworkAccess

public ManagedOnlineDeployment 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 OnlineDeploymentProperties

Parameters:

egressPublicNetworkAccess - the egressPublicNetworkAccess value to set.

Returns:

the OnlineDeploymentProperties object itself.

withDataCollector

public ManagedOnlineDeployment withDataCollector(DataCollector dataCollector)

Set the dataCollector property: The mdc configuration, we disable mdc when it's null.

Overrides:

withDataCollector in class OnlineDeploymentProperties

Parameters:

dataCollector - the dataCollector value to set.

Returns:

the OnlineDeploymentProperties object itself.

withDescription

public ManagedOnlineDeployment withDescription(String description)

Set the description property: Description of the endpoint deployment.

Overrides:

withDescription in class OnlineDeploymentProperties

Parameters:

description - the description value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withProperties

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

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

Overrides:

withProperties in class OnlineDeploymentProperties

Parameters:

properties - the properties value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withCodeConfiguration

public ManagedOnlineDeployment withCodeConfiguration(CodeConfiguration codeConfiguration)

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

Overrides:

withCodeConfiguration in class OnlineDeploymentProperties

Parameters:

codeConfiguration - the codeConfiguration value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withEnvironmentId

public ManagedOnlineDeployment withEnvironmentId(String environmentId)

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

Overrides:

withEnvironmentId in class OnlineDeploymentProperties

Parameters:

environmentId - the environmentId value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

withEnvironmentVariables

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

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

Overrides:

withEnvironmentVariables in class OnlineDeploymentProperties

Parameters:

environmentVariables - the environmentVariables value to set.

Returns:

the EndpointDeploymentPropertiesBase object itself.

validate

public void validate()

Validates the instance.

Overrides:

validate in class OnlineDeploymentProperties

Throws:

IllegalArgumentException - thrown if the instance is not valid.

toJson

public com.azure.json.JsonWriter toJson(com.azure.json.JsonWriter jsonWriter)
                                 throws IOException

Specified by:

toJson in interface com.azure.json.JsonSerializable<EndpointDeploymentPropertiesBase>

Overrides:

toJson in class OnlineDeploymentProperties

Throws:

IOException

fromJson

public static ManagedOnlineDeployment fromJson(com.azure.json.JsonReader jsonReader)
                                        throws IOException

Reads an instance of ManagedOnlineDeployment from the JsonReader.

Parameters:

jsonReader - The JsonReader being read.

Returns:

An instance of ManagedOnlineDeployment if the JsonReader was pointing to an instance of it, or null if it was pointing to JSON null.

Throws:

IOException - If an error occurs while reading the ManagedOnlineDeployment.