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)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
String	image() The Amazon EC2 Container Registry (Amazon ECR) 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 AWS Marketplace product ID of the model package.
List<SdkField<?>>	sdkFields()
static Class<? extends ModelPackageContainerDefinition.Builder>	serializableBuilderClass()
ModelPackageContainerDefinition.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

containerHostname

public final String containerHostname()

The DNS host name for the Docker container.

Returns:

The DNS host name for the Docker container.

image

public final String image()

The Amazon EC2 Container Registry (Amazon ECR) 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 (Amazon ECR) 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 final 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 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 region as the model package.

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 region as the model package.

productId

public final String productId()

The AWS Marketplace product ID of the model package.

Returns:

The AWS Marketplace product ID of the model package.

toBuilder

public ModelPackageContainerDefinition.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ModelPackageContainerDefinition.Builder,ModelPackageContainerDefinition>

builder

public static ModelPackageContainerDefinition.Builder builder()

serializableBuilderClass

public static Class<? extends ModelPackageContainerDefinition.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