Package software.amazon.awssdk.services.sagemaker.model

Class DataQualityBaselineConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.DataQualityBaselineConfig

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<DataQualityBaselineConfig.Builder,DataQualityBaselineConfig>

@Generated("software.amazon.awssdk:codegen")
public final class DataQualityBaselineConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<DataQualityBaselineConfig.Builder,DataQualityBaselineConfig>

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	DataQualityBaselineConfig.Builder

Method Summary

Modifier and Type	Method	Description
String	baseliningJobName()	The name of the job that performs baselining for the data quality monitoring job.
static DataQualityBaselineConfig.Builder	builder()
MonitoringConstraintsResource	constraintsResource()	Returns the value of the ConstraintsResource property for this object.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends DataQualityBaselineConfig.Builder>	serializableBuilderClass()
MonitoringStatisticsResource	statisticsResource()	Returns the value of the StatisticsResource property for this object.
DataQualityBaselineConfig.Builder	toBuilder()
String	toString()	Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

baseliningJobName

public final String baseliningJobName()

The name of the job that performs baselining for the data quality monitoring job.

Returns:

The name of the job that performs baselining for the data quality monitoring job.

constraintsResource

public final MonitoringConstraintsResource constraintsResource()

Returns the value of the ConstraintsResource property for this object.

Returns:

The value of the ConstraintsResource property for this object.

statisticsResource

public final MonitoringStatisticsResource statisticsResource()

Returns the value of the StatisticsResource property for this object.

Returns:

The value of the StatisticsResource property for this object.

toBuilder

public DataQualityBaselineConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<DataQualityBaselineConfig.Builder,DataQualityBaselineConfig>

builder

public static DataQualityBaselineConfig.Builder builder()

serializableBuilderClass

public static Class<? extends DataQualityBaselineConfig.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

sdkFieldNameToField

public final Map<String,SdkField<?>> sdkFieldNameToField()

Specified by:

sdkFieldNameToField in interface SdkPojo