MachineLearningOnlineDeploymentProperties Class

Reference

Definition

Namespace:: Azure.ResourceManager.MachineLearning.Models

Assembly:: Azure.ResourceManager.MachineLearning.dll

Package:: Azure.ResourceManager.MachineLearning v1.2.1

Package:: Azure.ResourceManager.MachineLearning v1.2.0-beta.3

Source:: MachineLearningOnlineDeploymentProperties.cs

Source:: MachineLearningOnlineDeploymentProperties.cs

Important

Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.

Please note MachineLearningOnlineDeploymentProperties is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include MachineLearningKubernetesOnlineDeployment and MachineLearningManagedOnlineDeployment.

public class MachineLearningOnlineDeploymentProperties : Azure.ResourceManager.MachineLearning.Models.MachineLearningEndpointDeploymentProperties, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningOnlineDeploymentProperties>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningOnlineDeploymentProperties>

public class MachineLearningOnlineDeploymentProperties : Azure.ResourceManager.MachineLearning.Models.MachineLearningEndpointDeploymentProperties

type MachineLearningOnlineDeploymentProperties = class
    inherit MachineLearningEndpointDeploymentProperties
    interface IJsonModel<MachineLearningOnlineDeploymentProperties>
    interface IPersistableModel<MachineLearningOnlineDeploymentProperties>

type MachineLearningOnlineDeploymentProperties = class
    inherit MachineLearningEndpointDeploymentProperties

Public Class MachineLearningOnlineDeploymentProperties
Inherits MachineLearningEndpointDeploymentProperties
Implements IJsonModel(Of MachineLearningOnlineDeploymentProperties), IPersistableModel(Of MachineLearningOnlineDeploymentProperties)

Public Class MachineLearningOnlineDeploymentProperties
Inherits MachineLearningEndpointDeploymentProperties

Inheritance: Object

MachineLearningEndpointDeploymentProperties
MachineLearningOnlineDeploymentProperties

Derived: Azure.ResourceManager.MachineLearning.Models.MachineLearningKubernetesOnlineDeployment

Azure.ResourceManager.MachineLearning.Models.MachineLearningManagedOnlineDeployment

Implements: IJsonModel<MachineLearningOnlineDeploymentProperties> IPersistableModel<MachineLearningOnlineDeploymentProperties> IPersistableModel<T>

Constructors

MachineLearningOnlineDeploymentProperties()

Initializes a new instance of MachineLearningOnlineDeploymentProperties.

Properties

AppInsightsEnabled	If true, enables Application Insights logging.
CodeConfiguration	Code configuration for the endpoint deployment. (Inherited from MachineLearningEndpointDeploymentProperties)
DataCollector	The mdc configuration, we disable mdc when it's null.
Description	Description of the endpoint deployment. (Inherited from MachineLearningEndpointDeploymentProperties)
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. (Inherited from MachineLearningEndpointDeploymentProperties)
EnvironmentVariables	Environment variables configuration for the deployment. (Inherited from MachineLearningEndpointDeploymentProperties)
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. (Inherited from MachineLearningEndpointDeploymentProperties)
ProvisioningState	Provisioning state for the endpoint deployment.
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. Please note MachineLearningOnlineScaleSettings is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include MachineLearningDefaultScaleSettings and MachineLearningTargetUtilizationScaleSettings.

Explicit Interface Implementations

IJsonModel<MachineLearningEndpointDeploymentProperties>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model. (Inherited from MachineLearningEndpointDeploymentProperties)
IJsonModel<MachineLearningEndpointDeploymentProperties>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter. (Inherited from MachineLearningEndpointDeploymentProperties)
IJsonModel<MachineLearningOnlineDeploymentProperties>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<MachineLearningOnlineDeploymentProperties>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter.
IPersistableModel<MachineLearningEndpointDeploymentProperties>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model. (Inherited from MachineLearningEndpointDeploymentProperties)
IPersistableModel<MachineLearningEndpointDeploymentProperties>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service. (Inherited from MachineLearningEndpointDeploymentProperties)
IPersistableModel<MachineLearningEndpointDeploymentProperties>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData. (Inherited from MachineLearningEndpointDeploymentProperties)
IPersistableModel<MachineLearningOnlineDeploymentProperties>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model.
IPersistableModel<MachineLearningOnlineDeploymentProperties>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<MachineLearningOnlineDeploymentProperties>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData.

Applies to

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