software.amazon.awssdk.services.sagemaker.model

Class AutoMLJobConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AutoMLJobConfig

All Implemented Interfaces:

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

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

A collection of settings used for an AutoML job.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	AutoMLJobConfig.Builder

Method Summary

Modifier and Type	Method and Description
static AutoMLJobConfig.Builder	builder()
AutoMLCandidateGenerationConfig	candidateGenerationConfig() The configuration for generating a candidate for an AutoML job (optional).
AutoMLJobCompletionCriteria	completionCriteria() How long an AutoML job is allowed to run, or how many candidates a job is allowed to generate.
AutoMLDataSplitConfig	dataSplitConfig() The configuration for splitting the input training dataset.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
AutoMLSecurityConfig	securityConfig() The security configuration for traffic encryption or Amazon VPC settings.
static Class<? extends AutoMLJobConfig.Builder>	serializableBuilderClass()
AutoMLJobConfig.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

completionCriteria

public final AutoMLJobCompletionCriteria completionCriteria()

How long an AutoML job is allowed to run, or how many candidates a job is allowed to generate.

Returns:

How long an AutoML job is allowed to run, or how many candidates a job is allowed to generate.

securityConfig

public final AutoMLSecurityConfig securityConfig()

The security configuration for traffic encryption or Amazon VPC settings.

Returns:

The security configuration for traffic encryption or Amazon VPC settings.

dataSplitConfig

public final AutoMLDataSplitConfig dataSplitConfig()

The configuration for splitting the input training dataset.

Type: AutoMLDataSplitConfig

Returns:

The configuration for splitting the input training dataset.

Type: AutoMLDataSplitConfig

candidateGenerationConfig

public final AutoMLCandidateGenerationConfig candidateGenerationConfig()

The configuration for generating a candidate for an AutoML job (optional).

Returns:

The configuration for generating a candidate for an AutoML job (optional).

toBuilder

public AutoMLJobConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<AutoMLJobConfig.Builder,AutoMLJobConfig>

builder

public static AutoMLJobConfig.Builder builder()

serializableBuilderClass

public static Class<? extends AutoMLJobConfig.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