Interface ModelDescription.Builder

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

  • Method Details

    • modelVersion

      ModelDescription.Builder modelVersion(String modelVersion)

      The version of the model

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

    • modelArn

      ModelDescription.Builder modelArn(String modelArn)

      The Amazon Resource Name (ARN) of the model.

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

    • creationTimestamp

      ModelDescription.Builder creationTimestamp(Instant creationTimestamp)

      The unix timestamp for the date and time that the model was created.

      Parameters:
      creationTimestamp - The unix timestamp for the date and time that the model was created.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • description

      ModelDescription.Builder description(String description)

      The description for the model.

      Parameters:
      description - The description for the model.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • status

      ModelDescription.Builder status(String status)

      The status of the model.

      Parameters:
      status - The status of the model.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • status

      ModelDescription.Builder status(ModelStatus status)

      The status of the model.

      Parameters:
      status - The status of the model.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • statusMessage

      ModelDescription.Builder statusMessage(String statusMessage)

      The status message for the model.

      Parameters:
      statusMessage - The status message for the model.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • performance

      ModelDescription.Builder performance(ModelPerformance performance)

      Performance metrics for the model. Created during training.

      Parameters:
      performance - Performance metrics for the model. Created during training.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • performance

      default ModelDescription.Builder performance(Consumer<ModelPerformance.Builder> performance)

      Performance metrics for the model. Created during training.

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

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

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

    • outputConfig

      ModelDescription.Builder outputConfig(OutputConfig outputConfig)

      The S3 location where Amazon Lookout for Vision saves model training files.

      Parameters:
      outputConfig - The S3 location where Amazon Lookout for Vision saves model training files.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • outputConfig

      default ModelDescription.Builder outputConfig(Consumer<OutputConfig.Builder> outputConfig)

      The S3 location where Amazon Lookout for Vision saves model training files.

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

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

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

    • evaluationManifest

      ModelDescription.Builder evaluationManifest(OutputS3Object evaluationManifest)

      The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.

      Parameters:
      evaluationManifest - The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • evaluationManifest

      default ModelDescription.Builder evaluationManifest(Consumer<OutputS3Object.Builder> evaluationManifest)

      The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.

      This is a convenience method that creates an instance of the OutputS3Object.Builder avoiding the need to create one manually via OutputS3Object.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to evaluationManifest(OutputS3Object).

      Parameters:
      evaluationManifest - a consumer that will call methods on OutputS3Object.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • evaluationResult

      ModelDescription.Builder evaluationResult(OutputS3Object evaluationResult)

      The S3 location where Amazon Lookout for Vision saves the performance metrics.

      Parameters:
      evaluationResult - The S3 location where Amazon Lookout for Vision saves the performance metrics.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • evaluationResult

      default ModelDescription.Builder evaluationResult(Consumer<OutputS3Object.Builder> evaluationResult)

      The S3 location where Amazon Lookout for Vision saves the performance metrics.

      This is a convenience method that creates an instance of the OutputS3Object.Builder avoiding the need to create one manually via OutputS3Object.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to evaluationResult(OutputS3Object).

      Parameters:
      evaluationResult - a consumer that will call methods on OutputS3Object.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • evaluationEndTimestamp

      ModelDescription.Builder evaluationEndTimestamp(Instant evaluationEndTimestamp)

      The unix timestamp for the date and time that the evaluation ended.

      Parameters:
      evaluationEndTimestamp - The unix timestamp for the date and time that the evaluation ended.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • kmsKeyId

      ModelDescription.Builder kmsKeyId(String kmsKeyId)

      The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.

      Parameters:
      kmsKeyId - The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • minInferenceUnits

      ModelDescription.Builder minInferenceUnits(Integer minInferenceUnits)

      The minimum number of inference units used by the model. For more information, see StartModel

      Parameters:
      minInferenceUnits - The minimum number of inference units used by the model. For more information, see StartModel
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • maxInferenceUnits

      ModelDescription.Builder maxInferenceUnits(Integer maxInferenceUnits)

      The maximum number of inference units Amazon Lookout for Vision uses to auto-scale the model. For more information, see StartModel.

      Parameters:
      maxInferenceUnits - The maximum number of inference units Amazon Lookout for Vision uses to auto-scale the model. For more information, see StartModel.
      Returns:
      Returns a reference to this object so that method calls can be chained together.