software.amazon.awssdk.services.sagemaker.model

Class TransformResources

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.TransformResources

All Implemented Interfaces:

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

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

Describes the resources, including ML instance types and ML instance count, to use for transform job.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	TransformResources.Builder

Method Summary

Modifier and Type	Method and Description
static TransformResources.Builder	builder()
boolean	equals(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Integer	instanceCount() The number of ML compute instances to use in the transform job.
TransformInstanceType	instanceType() The ML compute instance type for the transform job.
String	instanceTypeAsString() The ML compute instance type for the transform job.
List<SdkField<?>>	sdkFields()
static Class<? extends TransformResources.Builder>	serializableBuilderClass()
TransformResources.Builder	toBuilder() Take this object and create a builder that contains all of the current property values of this object.
String	toString()
String	volumeKmsKeyId() The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the batch transform job.

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

instanceType

public TransformInstanceType instanceType()

The ML compute instance type for the transform job. For using built-in algorithms to transform moderately sized datasets, ml.m4.xlarge or ml.m5.large should suffice. There is no default value for InstanceType.

If the service returns an enum value that is not available in the current SDK version, instanceType will return TransformInstanceType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from instanceTypeAsString().

Returns:

The ML compute instance type for the transform job. For using built-in algorithms to transform moderately sized datasets, ml.m4.xlarge or ml.m5.large should suffice. There is no default value for InstanceType.

See Also:

TransformInstanceType

instanceTypeAsString

public String instanceTypeAsString()

The ML compute instance type for the transform job. For using built-in algorithms to transform moderately sized datasets, ml.m4.xlarge or ml.m5.large should suffice. There is no default value for InstanceType.

If the service returns an enum value that is not available in the current SDK version, instanceType will return TransformInstanceType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from instanceTypeAsString().

Returns:

The ML compute instance type for the transform job. For using built-in algorithms to transform moderately sized datasets, ml.m4.xlarge or ml.m5.large should suffice. There is no default value for InstanceType.

See Also:

TransformInstanceType

instanceCount

public Integer instanceCount()

The number of ML compute instances to use in the transform job. For distributed transform, provide a value greater than 1. The default value is 1.

Returns:

The number of ML compute instances to use in the transform job. For distributed transform, provide a value greater than 1. The default value is 1.

volumeKmsKeyId

public String volumeKmsKeyId()

The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the batch transform job. The VolumeKmsKeyId can be any of the following formats:

• // KMS Key ID

  "1234abcd-12ab-34cd-56ef-1234567890ab"

• // Amazon Resource Name (ARN) of a KMS Key

  "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"

Returns:

The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the batch transform job. The VolumeKmsKeyId can be any of the following formats:

• // KMS Key ID

  "1234abcd-12ab-34cd-56ef-1234567890ab"

• // Amazon Resource Name (ARN) of a KMS Key

  "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"

toBuilder

public TransformResources.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<TransformResources.Builder,TransformResources>

Returns:

a builder for type T

builder

public static TransformResources.Builder builder()

serializableBuilderClass

public static Class<? extends TransformResources.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.