Class StartMlDataProcessingJobRequest

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.StartMlDataProcessingJobRequest
All Implemented Interfaces:
SdkPojo, ToCopyableBuilder<StartMlDataProcessingJobRequest.Builder,StartMlDataProcessingJobRequest>
@Generated("software.amazon.awssdk:codegen") public final class StartMlDataProcessingJobRequest extends NeptunedataRequest implements ToCopyableBuilder<StartMlDataProcessingJobRequest.Builder,StartMlDataProcessingJobRequest>

  • 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.

    • previousDataProcessingJobId

      public final String previousDataProcessingJobId()

      The job ID of a completed data processing job run on an earlier version of the data.

      Returns:
      The job ID of a completed data processing job run on an earlier version of the data.

    • inputDataS3Location

      public final String inputDataS3Location()

      The URI of the Amazon S3 location where you want SageMaker to download the data needed to run the data processing job.

      Returns:
      The URI of the Amazon S3 location where you want SageMaker to download the data needed to run the data processing job.

    • processedDataS3Location

      public final String processedDataS3Location()

      The URI of the Amazon S3 location where you want SageMaker to save the results of a data processing job.

      Returns:
      The URI of the Amazon S3 location where you want SageMaker to save the results of a data processing job.

    • 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 Amazon Resource Name (ARN) of an IAM role that SageMaker can assume to perform tasks on your behalf. This must be listed in your DB cluster parameter group or an error will occur.

      Returns:
      The Amazon Resource Name (ARN) of an IAM role that SageMaker can assume to perform tasks on your behalf. This must be listed in your DB cluster parameter group or an error will occur.

    • processingInstanceType

      public final String processingInstanceType()

      The type of ML instance used during data processing. Its memory should be large enough to hold the processed dataset. The default is the smallest ml.r5 type whose memory is ten times larger than the size of the exported graph data on disk.

      Returns:
      The type of ML instance used during data processing. Its memory should be large enough to hold the processed dataset. The default is the smallest ml.r5 type whose memory is ten times larger than the size of the exported graph data on disk.

    • processingInstanceVolumeSizeInGB

      public final Integer processingInstanceVolumeSizeInGB()

      The disk volume size of the processing instance. Both input data and processed data are stored on disk, so the volume size must be large enough to hold both data sets. The default is 0. If not specified or 0, Neptune ML chooses the volume size automatically based on the data size.

      Returns:
      The disk volume size of the processing instance. Both input data and processed data are stored on disk, so the volume size must be large enough to hold both data sets. The default is 0. If not specified or 0, Neptune ML chooses the volume size automatically based on the data size.

    • processingTimeOutInSeconds

      public final Integer processingTimeOutInSeconds()

      Timeout in seconds for the data processing job. The default is 86,400 (1 day).

      Returns:
      Timeout in seconds for the data processing job. The default is 86,400 (1 day).

    • modelType

      public final String modelType()

      One of the two model types that Neptune ML currently supports: heterogeneous graph models ( heterogeneous), and knowledge graph (kge). The default is none. If not specified, Neptune ML chooses the model type automatically based on the data.

      Returns:
      One of the two model types that Neptune ML currently supports: heterogeneous graph models ( heterogeneous), and knowledge graph (kge). The default is none. If not specified, Neptune ML chooses the model type automatically based on the data.

    • configFileName

      public final String configFileName()

      A data specification file that describes how to load the exported graph data for training. The file is automatically generated by the Neptune export toolkit. The default is training-data-configuration.json.

      Returns:
      A data specification file that describes how to load the exported graph data for training. The file is automatically generated by the Neptune export toolkit. The default is training-data-configuration.json.

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

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

    • toBuilder

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

    • builder

      public static StartMlDataProcessingJobRequest.Builder builder()

    • serializableBuilderClass

      public static Class<? extends StartMlDataProcessingJobRequest.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.