Package software.amazon.awscdk.services.aps

Class CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder

java.lang.Object

software.amazon.awscdk.services.aps.CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnAnomalyDetector.RandomCutForestConfigurationProperty>

Enclosing interface:

CfnAnomalyDetector.RandomCutForestConfigurationProperty

@Stability(Stable)
public static final class CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnAnomalyDetector.RandomCutForestConfigurationProperty>

A builder for CfnAnomalyDetector.RandomCutForestConfigurationProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnAnomalyDetector.RandomCutForestConfigurationProperty	build()	Builds the configured instance.
CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder	ignoreNearExpectedFromAbove(IResolvable ignoreNearExpectedFromAbove)	Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromAbove()
CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder	ignoreNearExpectedFromAbove(CfnAnomalyDetector.IgnoreNearExpectedProperty ignoreNearExpectedFromAbove)	Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromAbove()
CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder	ignoreNearExpectedFromBelow(IResolvable ignoreNearExpectedFromBelow)	Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromBelow()
CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder	ignoreNearExpectedFromBelow(CfnAnomalyDetector.IgnoreNearExpectedProperty ignoreNearExpectedFromBelow)	Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromBelow()
CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder	query(String query)	Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getQuery()
CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder	sampleSize(Number sampleSize)	Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getSampleSize()
CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder	shingleSize(Number shingleSize)	Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getShingleSize()

Methods inherited from class java.lang.Object

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

Constructor Details

Builder

public Builder()

Method Details

query

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder query(String query)

Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getQuery()

Parameters:

query - The Prometheus query used to retrieve the time-series data for anomaly detection. This parameter is required.

Random Cut Forest queries must be wrapped by a supported PromQL aggregation operator. For more information, see Aggregation operators on the Prometheus docs website.

Supported PromQL aggregation operators : avg , count , group , max , min , quantile , stddev , stdvar , and sum .

Returns:

this

ignoreNearExpectedFromAbove

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder ignoreNearExpectedFromAbove(IResolvable ignoreNearExpectedFromAbove)

Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromAbove()

Parameters:

ignoreNearExpectedFromAbove - Configuration for ignoring values that are near expected values from above during anomaly detection.

Returns:

this

ignoreNearExpectedFromAbove

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder ignoreNearExpectedFromAbove(CfnAnomalyDetector.IgnoreNearExpectedProperty ignoreNearExpectedFromAbove)

Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromAbove()

Parameters:

ignoreNearExpectedFromAbove - Configuration for ignoring values that are near expected values from above during anomaly detection.

Returns:

this

ignoreNearExpectedFromBelow

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder ignoreNearExpectedFromBelow(IResolvable ignoreNearExpectedFromBelow)

Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromBelow()

Parameters:

ignoreNearExpectedFromBelow - Configuration for ignoring values that are near expected values from below during anomaly detection.

Returns:

this

ignoreNearExpectedFromBelow

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder ignoreNearExpectedFromBelow(CfnAnomalyDetector.IgnoreNearExpectedProperty ignoreNearExpectedFromBelow)

Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getIgnoreNearExpectedFromBelow()

Parameters:

ignoreNearExpectedFromBelow - Configuration for ignoring values that are near expected values from below during anomaly detection.

Returns:

this

sampleSize

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder sampleSize(Number sampleSize)

Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getSampleSize()

Parameters:

sampleSize - The number of data points sampled from the input stream for the Random Cut Forest algorithm. The default number is 256 consecutive data points.

Returns:

this

shingleSize

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty.Builder shingleSize(Number shingleSize)

Sets the value of CfnAnomalyDetector.RandomCutForestConfigurationProperty.getShingleSize()

Parameters:

shingleSize - The number of consecutive data points used to create a shingle for the Random Cut Forest algorithm. The default number is 8 consecutive data points.

Returns:

this

build

@Stability(Stable)
public CfnAnomalyDetector.RandomCutForestConfigurationProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnAnomalyDetector.RandomCutForestConfigurationProperty>

Returns:

a new instance of CfnAnomalyDetector.RandomCutForestConfigurationProperty

Throws:

NullPointerException - if any required attribute was not provided