Class TransformResources

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.TransformResources
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<TransformResources.Builder,TransformResources>
@Generated("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:

  • Method Details

    • instanceType

      public final TransformInstanceType instanceType()

      The ML compute instance type for the transform job. If you are using built-in algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge or ml.m5.largeinstance types.

      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. If you are using built-in algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge or ml.m5.largeinstance types.
      See Also:

    • instanceTypeAsString

      public final String instanceTypeAsString()

      The ML compute instance type for the transform job. If you are using built-in algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge or ml.m5.largeinstance types.

      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. If you are using built-in algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge or ml.m5.largeinstance types.
      See Also:

    • instanceCount

      public final Integer instanceCount()

      The number of ML compute instances to use in the transform job. The default value is 1, and the maximum is 100. For distributed transform jobs, specify a value greater than 1.

      Returns:
      The number of ML compute instances to use in the transform job. The default value is 1, and the maximum is 100. For distributed transform jobs, specify a value greater than 1.

    • volumeKmsKeyId

      public final String volumeKmsKeyId()

      The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt model data on the storage volume attached to the ML compute instance(s) that run the batch transform job.

      Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a VolumeKmsKeyId when using an instance type with local storage.

      For a list of instance types that support local instance storage, see Instance Store Volumes.

      For more information about local instance storage encryption, see SSD Instance Store Volumes.

      The VolumeKmsKeyId can be any of the following formats:

      • Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab

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

      • Alias name: alias/ExampleAlias

      • Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias

      Returns:
      The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt model data on the storage volume attached to the ML compute instance(s) that run the batch transform job.

      Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a VolumeKmsKeyId when using an instance type with local storage.

      For a list of instance types that support local instance storage, see Instance Store Volumes.

      For more information about local instance storage encryption, see SSD Instance Store Volumes.

      The VolumeKmsKeyId can be any of the following formats:

      • Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab

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

      • Alias name: alias/ExampleAlias

      • Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias

    • transformAmiVersion

      public final String transformAmiVersion()

      Specifies an option from a collection of preconfigured Amazon Machine Image (AMI) images. Each image is configured by Amazon Web Services with a set of software and driver versions.

      al2-ami-sagemaker-batch-gpu-470

      • Accelerator: GPU

      • NVIDIA driver version: 470

      al2-ami-sagemaker-batch-gpu-535

      • Accelerator: GPU

      • NVIDIA driver version: 535

      Returns:
      Specifies an option from a collection of preconfigured Amazon Machine Image (AMI) images. Each image is configured by Amazon Web Services with a set of software and driver versions.

      al2-ami-sagemaker-batch-gpu-470

      • Accelerator: GPU

      • NVIDIA driver version: 470

      al2-ami-sagemaker-batch-gpu-535

      • Accelerator: GPU

      • NVIDIA driver version: 535

    • 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 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)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

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

    • sdkFieldNameToField

      public final Map<String,SdkField<?>> sdkFieldNameToField()
      Specified by:
      sdkFieldNameToField in interface SdkPojo
      Returns:
      The mapping between the field name and its corresponding field.