Class CreateTrainingSessionRequest

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

  • Method Details

    • trainingSessionName

      public final String trainingSessionName()

      The name of the training session.

      Returns:
      The name of the training session.

    • modelPackageGroupArn

      public final String modelPackageGroupArn()

      The Amazon Resource Name (ARN) of the model package group where checkpoints and fine-tuned model artifacts are published.

      Returns:
      The Amazon Resource Name (ARN) of the model package group where checkpoints and fine-tuned model artifacts are published.

    • loraConfig

      public final LoraConfig loraConfig()

      The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.

      Returns:
      The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.

    • roleArn

      public final String roleArn()

      The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to access resources on your behalf. The role must have permissions to access the output S3 path and model package group.

      Returns:
      The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to access resources on your behalf. The role must have permissions to access the output S3 path and model package group.

    • vpcConfig

      public final VpcConfig vpcConfig()

      The Virtual Private Cloud (VPC) configuration for the training session. Specify subnets and security groups to run the training session in your VPC.

      Returns:
      The Virtual Private Cloud (VPC) configuration for the training session. Specify subnets and security groups to run the training session in your VPC.

    • modelConfig

      public final TrainingSessionModelConfig modelConfig()

      The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.

      Returns:
      The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.

    • outputConfig

      public final TrainingSessionOutputConfig outputConfig()

      The output configuration for the training session, including the S3 location and optional encryption settings.

      Returns:
      The output configuration for the training session, including the S3 location and optional encryption settings.

    • hasTags

      public final boolean hasTags()
      For responses, this returns true if the service returned a value for the Tags 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.

    • tags

      public final List<Tag> tags()

      An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

      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 hasTags() method.

      Returns:
      An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

    • toBuilder

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

    • builder

      public static CreateTrainingSessionRequest.Builder builder()

    • serializableBuilderClass

      public static Class<? extends CreateTrainingSessionRequest.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.