Class StartMlModelTransformJobRequest

java.lang.Object
software.amazon.awssdk.core.SdkRequest
software.amazon.awssdk.awscore.AwsRequest
software.amazon.awssdk.services.neptunedata.model.NeptunedataRequest
software.amazon.awssdk.services.neptunedata.model.StartMlModelTransformJobRequest
All Implemented Interfaces:
SdkPojo, ToCopyableBuilder<StartMlModelTransformJobRequest.Builder,StartMlModelTransformJobRequest>
@Generated("software.amazon.awssdk:codegen") public final class StartMlModelTransformJobRequest extends NeptunedataRequest implements ToCopyableBuilder<StartMlModelTransformJobRequest.Builder,StartMlModelTransformJobRequest>

  • Method Details

    • id

      public final String id()

      A unique identifier for the new job. The default is an autogenerated UUID.

      Returns:
      A unique identifier for the new job. The default is an autogenerated UUID.

    • dataProcessingJobId

      public final String dataProcessingJobId()

      The job ID of a completed data-processing job. You must include either dataProcessingJobId and a mlModelTrainingJobId, or a trainingJobName.

      Returns:
      The job ID of a completed data-processing job. You must include either dataProcessingJobId and a mlModelTrainingJobId, or a trainingJobName.

    • mlModelTrainingJobId

      public final String mlModelTrainingJobId()

      The job ID of a completed model-training job. You must include either dataProcessingJobId and a mlModelTrainingJobId, or a trainingJobName.

      Returns:
      The job ID of a completed model-training job. You must include either dataProcessingJobId and a mlModelTrainingJobId, or a trainingJobName.

    • trainingJobName

      public final String trainingJobName()

      The name of a completed SageMaker training job. You must include either dataProcessingJobId and a mlModelTrainingJobId, or a trainingJobName.

      Returns:
      The name of a completed SageMaker training job. You must include either dataProcessingJobId and a mlModelTrainingJobId, or a trainingJobName.

    • modelTransformOutputS3Location

      public final String modelTransformOutputS3Location()

      The location in Amazon S3 where the model artifacts are to be stored.

      Returns:
      The location in Amazon S3 where the model artifacts are to be stored.

    • sagemakerIamRoleArn

      public final String sagemakerIamRoleArn()

      The ARN of an IAM role for SageMaker execution. This must be listed in your DB cluster parameter group or an error will occur.

      Returns:
      The ARN of an IAM role for SageMaker execution. This must be listed in your DB cluster parameter group or an error will occur.

    • neptuneIamRoleArn

      public final String neptuneIamRoleArn()

      The ARN of an IAM role that provides Neptune access to SageMaker and Amazon S3 resources. This must be listed in your DB cluster parameter group or an error will occur.

      Returns:
      The ARN of an IAM role that provides Neptune access to SageMaker and Amazon S3 resources. This must be listed in your DB cluster parameter group or an error will occur.

    • customModelTransformParameters

      public final CustomModelTransformParameters customModelTransformParameters()

      Configuration information for a model transform using a custom model. The customModelTransformParameters object contains the following fields, which must have values compatible with the saved model parameters from the training job:

      Returns:
      Configuration information for a model transform using a custom model. The customModelTransformParameters object contains the following fields, which must have values compatible with the saved model parameters from the training job:

    • baseProcessingInstanceType

      public final String baseProcessingInstanceType()

      The type of ML instance used in preparing and managing training of ML models. This is an ML compute instance chosen based on memory requirements for processing the training data and model.

      Returns:
      The type of ML instance used in preparing and managing training of ML models. This is an ML compute instance chosen based on memory requirements for processing the training data and model.

    • baseProcessingInstanceVolumeSizeInGB

      public final Integer baseProcessingInstanceVolumeSizeInGB()

      The disk volume size of the training instance in gigabytes. The default is 0. Both input data and the output model are stored on disk, so the volume size must be large enough to hold both data sets. If not specified or 0, Neptune ML selects a disk volume size based on the recommendation generated in the data processing step.

      Returns:
      The disk volume size of the training instance in gigabytes. The default is 0. Both input data and the output model are stored on disk, so the volume size must be large enough to hold both data sets. If not specified or 0, Neptune ML selects a disk volume size based on the recommendation generated in the data processing step.

    • hasSubnets

      public final boolean hasSubnets()
      For responses, this returns true if the service returned a value for the Subnets property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • subnets

      public final List<String> subnets()

      The IDs of the subnets in the Neptune VPC. The default is None.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasSubnets() method.

      Returns:
      The IDs of the subnets in the Neptune VPC. The default is None.

    • hasSecurityGroupIds

      public final boolean hasSecurityGroupIds()
      For responses, this returns true if the service returned a value for the SecurityGroupIds property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • securityGroupIds

      public final List<String> securityGroupIds()

      The VPC security group IDs. The default is None.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasSecurityGroupIds() method.

      Returns:
      The VPC security group IDs. The default is None.

    • volumeEncryptionKMSKey

      public final String volumeEncryptionKMSKey()

      The Amazon Key Management Service (KMS) key that SageMaker uses to encrypt data on the storage volume attached to the ML compute instances that run the training job. The default is None.

      Returns:
      The Amazon Key Management Service (KMS) key that SageMaker uses to encrypt data on the storage volume attached to the ML compute instances that run the training job. The default is None.

    • s3OutputEncryptionKMSKey

      public final String s3OutputEncryptionKMSKey()

      The Amazon Key Management Service (KMS) key that SageMaker uses to encrypt the output of the processing job. The default is none.

      Returns:
      The Amazon Key Management Service (KMS) key that SageMaker uses to encrypt the output of the processing job. The default is none.

    • toBuilder

      public StartMlModelTransformJobRequest.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<StartMlModelTransformJobRequest.Builder,StartMlModelTransformJobRequest>
      Specified by:
      toBuilder in class NeptunedataRequest
      Returns:
      a builder for type T

    • builder

      public static StartMlModelTransformJobRequest.Builder builder()

    • serializableBuilderClass

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

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class AwsRequest

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class AwsRequest

    • 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)
      Description copied from class: SdkRequest
      Used to retrieve the value of a field from any class that extends SdkRequest. The field name specified should match the member name from the corresponding service-2.json model specified in the codegen-resources folder for a given service. The class specifies what class to cast the returned value to. If the returned value is also a modeled class, the SdkRequest.getValueForField(String, Class) method will again be available.
      Overrides:
      getValueForField in class SdkRequest
      Parameters:
      fieldName - The name of the member to be retrieved.
      clazz - The class to cast the returned object to.
      Returns:
      Optional containing the casted return value

    • 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.