Package software.amazon.awssdk.services.personalize.model

Interface Algorithm.Builder

All Superinterfaces:
Buildable, CopyableBuilder<Algorithm.Builder,Algorithm>, SdkBuilder<Algorithm.Builder,Algorithm>, SdkPojo
Enclosing class:
Algorithm
public static interface Algorithm.Builder extends SdkPojo, CopyableBuilder<Algorithm.Builder,Algorithm>

  • Method Details

    • name

      Algorithm.Builder name(String name)

      The name of the algorithm.

      Parameters:
      name - The name of the algorithm.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • algorithmArn

      Algorithm.Builder algorithmArn(String algorithmArn)

      The Amazon Resource Name (ARN) of the algorithm.

      Parameters:
      algorithmArn - The Amazon Resource Name (ARN) of the algorithm.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • algorithmImage

      Algorithm.Builder algorithmImage(AlgorithmImage algorithmImage)

      The URI of the Docker container for the algorithm image.

      Parameters:
      algorithmImage - The URI of the Docker container for the algorithm image.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • algorithmImage

      default Algorithm.Builder algorithmImage(Consumer<AlgorithmImage.Builder> algorithmImage)

      The URI of the Docker container for the algorithm image.

      This is a convenience method that creates an instance of the AlgorithmImage.Builder avoiding the need to create one manually via AlgorithmImage.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to algorithmImage(AlgorithmImage).

      Parameters:
      algorithmImage - a consumer that will call methods on AlgorithmImage.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • defaultHyperParameters

      Algorithm.Builder defaultHyperParameters(Map<String,String> defaultHyperParameters)

      Specifies the default hyperparameters.

      Parameters:
      defaultHyperParameters - Specifies the default hyperparameters.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • defaultHyperParameterRanges

      Algorithm.Builder defaultHyperParameterRanges(DefaultHyperParameterRanges defaultHyperParameterRanges)

      Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

      Parameters:
      defaultHyperParameterRanges - Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • defaultHyperParameterRanges

      default Algorithm.Builder defaultHyperParameterRanges(Consumer<DefaultHyperParameterRanges.Builder> defaultHyperParameterRanges)

      Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

      This is a convenience method that creates an instance of the DefaultHyperParameterRanges.Builder avoiding the need to create one manually via DefaultHyperParameterRanges.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to defaultHyperParameterRanges(DefaultHyperParameterRanges).

      Parameters:
      defaultHyperParameterRanges - a consumer that will call methods on DefaultHyperParameterRanges.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • defaultResourceConfig

      Algorithm.Builder defaultResourceConfig(Map<String,String> defaultResourceConfig)

      Specifies the default maximum number of training jobs and parallel training jobs.

      Parameters:
      defaultResourceConfig - Specifies the default maximum number of training jobs and parallel training jobs.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • trainingInputMode

      Algorithm.Builder trainingInputMode(String trainingInputMode)

      The training input mode.

      Parameters:
      trainingInputMode - The training input mode.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • roleArn

      Algorithm.Builder roleArn(String roleArn)

      The Amazon Resource Name (ARN) of the role.

      Parameters:
      roleArn - The Amazon Resource Name (ARN) of the role.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • creationDateTime

      Algorithm.Builder creationDateTime(Instant creationDateTime)

      The date and time (in Unix time) that the algorithm was created.

      Parameters:
      creationDateTime - The date and time (in Unix time) that the algorithm was created.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • lastUpdatedDateTime

      Algorithm.Builder lastUpdatedDateTime(Instant lastUpdatedDateTime)

      The date and time (in Unix time) that the algorithm was last updated.

      Parameters:
      lastUpdatedDateTime - The date and time (in Unix time) that the algorithm was last updated.
      Returns:
      Returns a reference to this object so that method calls can be chained together.