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: 30, max: 28800
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: 2; OPTIONAL
TenthFractionsOfACent => 1, # max: 9; OPTIONAL
}, # OPTIONAL
}, # OPTIONAL
TaskAvailabilityLifetimeInSeconds => 1, # min: 60, max: 864000; 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 labeling task and how it is presented to workers; including, but not limited to price, keywords, and batch size (task count).
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 (https://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