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

Class AutoMLComputeConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AutoMLComputeConfig

All Implemented Interfaces:

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

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

This data type is intended for use exclusively by SageMaker Canvas and cannot be used in other contexts at the moment.

Specifies the compute configuration for an AutoML job V2.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	AutoMLComputeConfig.Builder

Method Summary

Modifier and Type	Method	Description
static AutoMLComputeConfig.Builder	builder()
EmrServerlessComputeConfig	emrServerlessComputeConfig()	The configuration for using EMR Serverless to run the AutoML job V2.
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 AutoMLComputeConfig.Builder>	serializableBuilderClass()
AutoMLComputeConfig.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

emrServerlessComputeConfig

public final EmrServerlessComputeConfig emrServerlessComputeConfig()

The configuration for using EMR Serverless to run the AutoML job V2.

To allow your AutoML job V2 to automatically initiate a remote job on EMR Serverless when additional compute resources are needed to process large datasets, you need to provide an EmrServerlessComputeConfig object, which includes an ExecutionRoleARN attribute, to the AutoMLComputeConfig of the AutoML job V2 input request.

By seamlessly transitioning to EMR Serverless when required, the AutoML job can handle datasets that would otherwise exceed the initially provisioned resources, without any manual intervention from you.

EMR Serverless is available for the tabular and time series problem types. We recommend setting up this option for tabular datasets larger than 5 GB and time series datasets larger than 30 GB.

Returns:

The configuration for using EMR Serverless to run the AutoML job V2.

To allow your AutoML job V2 to automatically initiate a remote job on EMR Serverless when additional compute resources are needed to process large datasets, you need to provide an EmrServerlessComputeConfig object, which includes an ExecutionRoleARN attribute, to the AutoMLComputeConfig of the AutoML job V2 input request.

By seamlessly transitioning to EMR Serverless when required, the AutoML job can handle datasets that would otherwise exceed the initially provisioned resources, without any manual intervention from you.

EMR Serverless is available for the tabular and time series problem types. We recommend setting up this option for tabular datasets larger than 5 GB and time series datasets larger than 30 GB.

toBuilder

public AutoMLComputeConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<AutoMLComputeConfig.Builder,AutoMLComputeConfig>

builder

public static AutoMLComputeConfig.Builder builder()

serializableBuilderClass

public static Class<? extends AutoMLComputeConfig.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