Package software.amazon.awssdk.services.sagemaker.model

Interface DescribeTransformJobResponse.Builder

    • Method Detail

      • transformJobName

        DescribeTransformJobResponse.Builder transformJobName​(String transformJobName)

        The name of the transform job.

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

      • transformJobArn

        DescribeTransformJobResponse.Builder transformJobArn​(String transformJobArn)

        The Amazon Resource Name (ARN) of the transform job.

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

      • transformJobStatus

        DescribeTransformJobResponse.Builder transformJobStatus​(String transformJobStatus)

        The status of the transform job. If the transform job failed, the reason is returned in the FailureReason field.

        Parameters:
        transformJobStatus - The status of the transform job. If the transform job failed, the reason is returned in the FailureReason field.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        TransformJobStatus, TransformJobStatus

      • transformJobStatus

        DescribeTransformJobResponse.Builder transformJobStatus​(TransformJobStatus transformJobStatus)

        The status of the transform job. If the transform job failed, the reason is returned in the FailureReason field.

        Parameters:
        transformJobStatus - The status of the transform job. If the transform job failed, the reason is returned in the FailureReason field.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        TransformJobStatus, TransformJobStatus

      • failureReason

        DescribeTransformJobResponse.Builder failureReason​(String failureReason)

        If the transform job failed, FailureReason describes why it failed. A transform job creates a log file, which includes error messages, and stores it as an Amazon S3 object. For more information, see Log Amazon SageMaker Events with Amazon CloudWatch.

        Parameters:
        failureReason - If the transform job failed, FailureReason describes why it failed. A transform job creates a log file, which includes error messages, and stores it as an Amazon S3 object. For more information, see Log Amazon SageMaker Events with Amazon CloudWatch.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • modelName

        DescribeTransformJobResponse.Builder modelName​(String modelName)

        The name of the model used in the transform job.

        Parameters:
        modelName - The name of the model used in the transform job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • maxConcurrentTransforms

        DescribeTransformJobResponse.Builder maxConcurrentTransforms​(Integer maxConcurrentTransforms)

        The maximum number of parallel requests on each instance node that can be launched in a transform job. The default value is 1.

        Parameters:
        maxConcurrentTransforms - The maximum number of parallel requests on each instance node that can be launched in a transform job. The default value is 1.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • modelClientConfig

        DescribeTransformJobResponse.Builder modelClientConfig​(ModelClientConfig modelClientConfig)

        The timeout and maximum number of retries for processing a transform job invocation.

        Parameters:
        modelClientConfig - The timeout and maximum number of retries for processing a transform job invocation.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • maxPayloadInMB

        DescribeTransformJobResponse.Builder maxPayloadInMB​(Integer maxPayloadInMB)

        The maximum payload size, in MB, used in the transform job.

        Parameters:
        maxPayloadInMB - The maximum payload size, in MB, used in the transform job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • batchStrategy

        DescribeTransformJobResponse.Builder batchStrategy​(String batchStrategy)

        Specifies the number of records to include in a mini-batch for an HTTP inference request. A record is a single unit of input data that inference can be made on. For example, a single line in a CSV file is a record.

        To enable the batch strategy, you must set SplitType to Line, RecordIO , or TFRecord.

        Parameters:
        batchStrategy - Specifies the number of records to include in a mini-batch for an HTTP inference request. A record is a single unit of input data that inference can be made on. For example, a single line in a CSV file is a record.

        To enable the batch strategy, you must set SplitType to Line, RecordIO, or TFRecord.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        BatchStrategy, BatchStrategy

      • batchStrategy

        DescribeTransformJobResponse.Builder batchStrategy​(BatchStrategy batchStrategy)

        Specifies the number of records to include in a mini-batch for an HTTP inference request. A record is a single unit of input data that inference can be made on. For example, a single line in a CSV file is a record.

        To enable the batch strategy, you must set SplitType to Line, RecordIO , or TFRecord.

        Parameters:
        batchStrategy - Specifies the number of records to include in a mini-batch for an HTTP inference request. A record is a single unit of input data that inference can be made on. For example, a single line in a CSV file is a record.

        To enable the batch strategy, you must set SplitType to Line, RecordIO, or TFRecord.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        BatchStrategy, BatchStrategy

      • environment

        DescribeTransformJobResponse.Builder environment​(Map<String,​String> environment)

        The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

        Parameters:
        environment - The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • transformInput

        DescribeTransformJobResponse.Builder transformInput​(TransformInput transformInput)

        Describes the dataset to be transformed and the Amazon S3 location where it is stored.

        Parameters:
        transformInput - Describes the dataset to be transformed and the Amazon S3 location where it is stored.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • transformOutput

        DescribeTransformJobResponse.Builder transformOutput​(TransformOutput transformOutput)

        Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

        Parameters:
        transformOutput - Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • dataCaptureConfig

        DescribeTransformJobResponse.Builder dataCaptureConfig​(BatchDataCaptureConfig dataCaptureConfig)

        Configuration to control how SageMaker captures inference data.

        Parameters:
        dataCaptureConfig - Configuration to control how SageMaker captures inference data.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • transformResources

        DescribeTransformJobResponse.Builder transformResources​(TransformResources transformResources)

        Describes the resources, including ML instance types and ML instance count, to use for the transform job.

        Parameters:
        transformResources - Describes the resources, including ML instance types and ML instance count, to use for the transform job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • creationTime

        DescribeTransformJobResponse.Builder creationTime​(Instant creationTime)

        A timestamp that shows when the transform Job was created.

        Parameters:
        creationTime - A timestamp that shows when the transform Job was created.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • transformStartTime

        DescribeTransformJobResponse.Builder transformStartTime​(Instant transformStartTime)

        Indicates when the transform job starts on ML instances. You are billed for the time interval between this time and the value of TransformEndTime.

        Parameters:
        transformStartTime - Indicates when the transform job starts on ML instances. You are billed for the time interval between this time and the value of TransformEndTime.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • transformEndTime

        DescribeTransformJobResponse.Builder transformEndTime​(Instant transformEndTime)

        Indicates when the transform job has been completed, or has stopped or failed. You are billed for the time interval between this time and the value of TransformStartTime.

        Parameters:
        transformEndTime - Indicates when the transform job has been completed, or has stopped or failed. You are billed for the time interval between this time and the value of TransformStartTime.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • labelingJobArn

        DescribeTransformJobResponse.Builder labelingJobArn​(String labelingJobArn)

        The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling job that created the transform or training job.

        Parameters:
        labelingJobArn - The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling job that created the transform or training job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • autoMLJobArn

        DescribeTransformJobResponse.Builder autoMLJobArn​(String autoMLJobArn)

        The Amazon Resource Name (ARN) of the AutoML transform job.

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

      • dataProcessing

        DescribeTransformJobResponse.Builder dataProcessing​(DataProcessing dataProcessing)
        Sets the value of the DataProcessing property for this object.
        Parameters:
        dataProcessing - The new value for the DataProcessing property for this object.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • experimentConfig

        DescribeTransformJobResponse.Builder experimentConfig​(ExperimentConfig experimentConfig)
        Sets the value of the ExperimentConfig property for this object.
        Parameters:
        experimentConfig - The new value for the ExperimentConfig property for this object.
        Returns:
        Returns a reference to this object so that method calls can be chained together.