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

Class SourceAlgorithm

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.SourceAlgorithm

All Implemented Interfaces:

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

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

Specifies an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Web Services Marketplace that you are subscribed to.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	SourceAlgorithm.Builder

Method Summary

Modifier and Type	Method	Description
String	algorithmName()	The name of an algorithm that was used to create the model package.
static SourceAlgorithm.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
ModelDataSource	modelDataSource()	Specifies the location of ML model data to deploy during endpoint creation.
String	modelDataUrl()	The Amazon S3 path where the model artifacts, which result from model training, are stored.
List<SdkField<?>>	sdkFields()
static Class<? extends SourceAlgorithm.Builder>	serializableBuilderClass()
SourceAlgorithm.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

modelDataUrl

public final String modelDataUrl()

The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).

The model artifacts must be in an S3 bucket that is in the same Amazon Web Services region as the algorithm.

Returns:

The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).

The model artifacts must be in an S3 bucket that is in the same Amazon Web Services region as the algorithm.

modelDataSource

public final ModelDataSource modelDataSource()

Specifies the location of ML model data to deploy during endpoint creation.

Returns:

Specifies the location of ML model data to deploy during endpoint creation.

algorithmName

public final String algorithmName()

The name of an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Web Services Marketplace that you are subscribed to.

Returns:

The name of an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Web Services Marketplace that you are subscribed to.

toBuilder

public SourceAlgorithm.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<SourceAlgorithm.Builder,SourceAlgorithm>

builder

public static SourceAlgorithm.Builder builder()

serializableBuilderClass

public static Class<? extends SourceAlgorithm.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