software.amazon.awssdk.services.sagemaker.model

Class ModelPackageContainerDefinition

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.ModelPackageContainerDefinition

All Implemented Interfaces:

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

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

Describes the Docker container for the model package.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	ModelPackageContainerDefinition.Builder

Method Summary

Modifier and Type	Method and Description
static ModelPackageContainerDefinition.Builder	builder()
String	containerHostname() The DNS host name for the Docker container.
boolean	equals(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
String	image() The Amazon EC2 Container Registry path where inference code is stored.
String	imageDigest() An MD5 hash of the training algorithm that identifies the Docker image used for training.
String	modelDataUrl() The Amazon S3 path where the model artifacts, which result from model training, are stored.
String	productId() The ID of the model package.
List<SdkField<?>>	sdkFields()
static Class<? extends ModelPackageContainerDefinition.Builder>	serializableBuilderClass()
ModelPackageContainerDefinition.Builder	toBuilder() Take this object and create a builder that contains all of the current property values of this object.
String	toString()

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

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

copy

Method Detail

containerHostname

public String containerHostname()

The DNS host name for the Docker container.

Returns:

The DNS host name for the Docker container.

image

public String image()

The Amazon EC2 Container Registry path where inference code is stored.

If you are using your own custom algorithm instead of an algorithm provided by Amazon SageMaker, the inference code must meet Amazon SageMaker requirements. Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest] image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker.

Returns:

The Amazon EC2 Container Registry path where inference code is stored.

If you are using your own custom algorithm instead of an algorithm provided by Amazon SageMaker, the inference code must meet Amazon SageMaker requirements. Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest] image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker.

imageDigest

public String imageDigest()

An MD5 hash of the training algorithm that identifies the Docker image used for training.

Returns:

An MD5 hash of the training algorithm that identifies the Docker image used for training.

modelDataUrl

public 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).

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).

productId

public String productId()

The ID of the model package.

Returns:

The ID of the model package.

toBuilder

public ModelPackageContainerDefinition.Builder toBuilder()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<ModelPackageContainerDefinition.Builder,ModelPackageContainerDefinition>

Returns:

a builder for type T

builder

public static ModelPackageContainerDefinition.Builder builder()

serializableBuilderClass

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

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

toString

public String toString()

Overrides:

toString in class Object

getValueForField

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

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

Returns:

List of SdkField in this POJO. May be empty list but should never be null.