Package com.azure.resourcemanager.machinelearning.models

Class NumericalPredictionDriftMetricThreshold

java.lang.Object

com.azure.resourcemanager.machinelearning.models.PredictionDriftMetricThresholdBase

com.azure.resourcemanager.machinelearning.models.NumericalPredictionDriftMetricThreshold

All Implemented Interfaces:

com.azure.json.JsonSerializable<PredictionDriftMetricThresholdBase>

public final class NumericalPredictionDriftMetricThreshold
extends PredictionDriftMetricThresholdBase

The NumericalPredictionDriftMetricThreshold model.

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method	Description
MonitoringFeatureDataType	dataType()	Get the dataType property: [Required] Specifies the data type of the metric threshold.
static NumericalPredictionDriftMetricThreshold	fromJson(com.azure.json.JsonReader jsonReader)	Reads an instance of NumericalPredictionDriftMetricThreshold from the JsonReader.
NumericalPredictionDriftMetric	metric()	Get the metric property: [Required] The numerical prediction drift metric to calculate.
com.azure.json.JsonWriter	toJson(com.azure.json.JsonWriter jsonWriter)
void	validate()	Validates the instance.
NumericalPredictionDriftMetricThreshold	withMetric(NumericalPredictionDriftMetric metric)	Set the metric property: [Required] The numerical prediction drift metric to calculate.
NumericalPredictionDriftMetricThreshold	withThreshold(MonitoringThreshold threshold)	Set the threshold property: The threshold value.

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

threshold

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

NumericalPredictionDriftMetricThreshold

public NumericalPredictionDriftMetricThreshold()

Creates an instance of NumericalPredictionDriftMetricThreshold class.

Method Details

dataType

public MonitoringFeatureDataType dataType()

Get the dataType property: [Required] Specifies the data type of the metric threshold.

Overrides:

dataType in class PredictionDriftMetricThresholdBase

Returns:

the dataType value.

metric

public NumericalPredictionDriftMetric metric()

Get the metric property: [Required] The numerical prediction drift metric to calculate.

Returns:

the metric value.

withMetric

public NumericalPredictionDriftMetricThreshold withMetric(NumericalPredictionDriftMetric metric)

Set the metric property: [Required] The numerical prediction drift metric to calculate.

Parameters:

metric - the metric value to set.

Returns:

the NumericalPredictionDriftMetricThreshold object itself.

withThreshold

public NumericalPredictionDriftMetricThreshold withThreshold(MonitoringThreshold threshold)

Set the threshold property: The threshold value. If null, a default value will be set depending on the selected metric.

Overrides:

withThreshold in class PredictionDriftMetricThresholdBase

Parameters:

threshold - the threshold value to set.

Returns:

the PredictionDriftMetricThresholdBase object itself.

validate

public void validate()

Validates the instance.

Overrides:

validate in class PredictionDriftMetricThresholdBase

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<PredictionDriftMetricThresholdBase>

Overrides:

toJson in class PredictionDriftMetricThresholdBase

Throws:

IOException

fromJson

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

Reads an instance of NumericalPredictionDriftMetricThreshold from the JsonReader.

Parameters:

jsonReader - The JsonReader being read.

Returns:

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

Throws:

IllegalStateException - If the deserialized JSON object was missing any required properties.

IOException - If an error occurs while reading the NumericalPredictionDriftMetricThreshold.