NAME

Paws::SageMaker::CreateLabelingJob - Arguments for method CreateLabelingJob on Paws::SageMaker

DESCRIPTION

This class represents the parameters used for calling the method CreateLabelingJob on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method CreateLabelingJob.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateLabelingJob.

SYNOPSIS

    my $api.sagemaker = Paws->service('SageMaker');
    my $CreateLabelingJobResponse = $api . sagemaker->CreateLabelingJob(
      HumanTaskConfig => {
        AnnotationConsolidationConfig => {
          AnnotationConsolidationLambdaArn => 'MyLambdaFunctionArn', # max: 2048

        },
        NumberOfHumanWorkersPerDataObject => 1,    # min: 1, max: 9
        PreHumanTaskLambdaArn  => 'MyLambdaFunctionArn',    # max: 2048
        TaskDescription        => 'MyTaskDescription',      # min: 1, max: 255
        TaskTimeLimitInSeconds => 1,                        # min: 1, max: 3600
        TaskTitle              => 'MyTaskTitle',            # min: 1, max: 128
        UiConfig               => {
          UiTemplateS3Uri => 'MyS3Uri',                     # max: 1024

        },
        WorkteamArn            => 'MyWorkteamArn', # max: 256
        MaxConcurrentTaskCount => 1,               # min: 1, max: 1000; OPTIONAL
        PublicWorkforceTaskPrice => {
          AmountInUsd => {
            Cents                 => 1,            # max: 99; OPTIONAL
            Dollars               => 1,            # max: 1; OPTIONAL
            TenthFractionsOfACent => 1,            # max: 9; OPTIONAL
          },    # OPTIONAL
        },    # OPTIONAL
        TaskAvailabilityLifetimeInSeconds => 1,  # min: 1, max: 345600; OPTIONAL
        TaskKeywords                      => [
          'MyTaskKeyword', ...                   # min: 1, max: 30
        ],                                       # min: 1, max: 5; OPTIONAL
      },
      InputConfig => {
        DataSource => {
          S3DataSource => {
            ManifestS3Uri => 'MyS3Uri',          # max: 1024

          },

        },
        DataAttributes => {
          ContentClassifiers => [
            'FreeOfPersonallyIdentifiableInformation',
            ... # values: FreeOfPersonallyIdentifiableInformation, FreeOfAdultContent
          ],    # max: 256; OPTIONAL
        },    # OPTIONAL
      },
      LabelAttributeName => 'MyLabelAttributeName',
      LabelingJobName    => 'MyLabelingJobName',
      OutputConfig       => {
        S3OutputPath => 'MyS3Uri',       # max: 1024
        KmsKeyId     => 'MyKmsKeyId',    # max: 2048; OPTIONAL
      },
      RoleArn                     => 'MyRoleArn',
      LabelCategoryConfigS3Uri    => 'MyS3Uri',     # OPTIONAL
      LabelingJobAlgorithmsConfig => {
        LabelingJobAlgorithmSpecificationArn =>
          'MyLabelingJobAlgorithmSpecificationArn',    # max: 2048
        InitialActiveLearningModelArn =>
          'MyModelArn',    # min: 20, max: 2048; OPTIONAL
        LabelingJobResourceConfig => {
          VolumeKmsKeyId => 'MyKmsKeyId',    # max: 2048; OPTIONAL
        },    # OPTIONAL
      },    # OPTIONAL
      StoppingConditions => {
        MaxHumanLabeledObjectCount         => 1,    # min: 1; OPTIONAL
        MaxPercentageOfInputDatasetLabeled => 1,    # min: 1, max: 100; OPTIONAL
      },    # OPTIONAL
      Tags => [
        {
          Key   => 'MyTagKey',      # min: 1, max: 128
          Value => 'MyTagValue',    # max: 256

        },
        ...
      ],                            # OPTIONAL
    );

    # Results:
    my $LabelingJobArn = $CreateLabelingJobResponse->LabelingJobArn;

    # Returns a L<Paws::SageMaker::CreateLabelingJobResponse> object.

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see https://docs.aws.amazon.com/goto/WebAPI/api.sagemaker/CreateLabelingJob

ATTRIBUTES

REQUIRED HumanTaskConfig => Paws::SageMaker::HumanTaskConfig

Configures the information required for human workers to complete a labeling task.

REQUIRED InputConfig => Paws::SageMaker::LabelingJobInputConfig

Input data for the labeling job, such as the Amazon S3 location of the data objects and the location of the manifest file that describes the data objects.

REQUIRED LabelAttributeName => Str

The attribute name to use for the label in the output manifest file. This is the key for the key/value pair formed with the label that a worker assigns to the object. The name can't end with "-metadata". If you are running a semantic segmentation labeling job, the attribute name must end with "-ref". If you are running any other kind of labeling job, the attribute name must not end with "-ref".

LabelCategoryConfigS3Uri => Str

The S3 URL of the file that defines the categories used to label the data objects.

The file is a JSON structure in the following format:

{

"document-version": "2018-11-28"

"labels": [

{

"label": "label 1"

},

{

"label": "label 2"

},

...

{

"label": "label n"

}

]

}

LabelingJobAlgorithmsConfig => Paws::SageMaker::LabelingJobAlgorithmsConfig

Configures the information required to perform automated data labeling.

REQUIRED LabelingJobName => Str

The name of the labeling job. This name is used to identify the job in a list of labeling jobs.

REQUIRED OutputConfig => Paws::SageMaker::LabelingJobOutputConfig

The location of the output data and the AWS Key Management Service key ID for the key used to encrypt the output data, if any.

REQUIRED RoleArn => Str

The Amazon Resource Number (ARN) that Amazon SageMaker assumes to perform tasks on your behalf during data labeling. You must grant this role the necessary permissions so that Amazon SageMaker can successfully complete data labeling.

StoppingConditions => Paws::SageMaker::LabelingJobStoppingConditions

A set of conditions for stopping the labeling job. If any of the conditions are met, the job is automatically stopped. You can use these conditions to control the cost of data labeling.

Tags => ArrayRef[Paws::SageMaker::Tag]

An array of key/value pairs. For more information, see Using Cost Allocation Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the AWS Billing and Cost Management User Guide.

SEE ALSO

This class forms part of Paws, documenting arguments for method CreateLabelingJob in Paws::SageMaker

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues