NAME

Paws::LookoutVision::CreateDataset - Arguments for method CreateDataset on Paws::LookoutVision

DESCRIPTION

This class represents the parameters used for calling the method CreateDataset on the Amazon Lookout for Vision service. Use the attributes of this class as arguments to method CreateDataset.

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

SYNOPSIS

my $lookoutvision = Paws->service('LookoutVision');
my $CreateDatasetResponse = $lookoutvision->CreateDataset(
  DatasetType   => 'MyDatasetType',
  ProjectName   => 'MyProjectName',
  ClientToken   => 'MyClientToken',    # OPTIONAL
  DatasetSource => {
    GroundTruthManifest => {
      S3Object => {
        Bucket    => 'MyS3BucketName',       # min: 3, max: 63
        Key       => 'MyS3ObjectKey',        # min: 1, max: 1024
        VersionId => 'MyS3ObjectVersion',    # min: 1, max: 1024; OPTIONAL
      },    # OPTIONAL
    },    # OPTIONAL
  },    # OPTIONAL
);

# Results:
my $DatasetMetadata = $CreateDatasetResponse->DatasetMetadata;

# Returns a L<Paws::LookoutVision::CreateDatasetResponse> 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/lookoutvision/CreateDataset

ATTRIBUTES

ClientToken => Str

ClientToken is an idempotency token that ensures a call to CreateDataset completes only once. You choose the value to pass. For example, An issue, such as an network outage, might prevent you from getting a response from CreateDataset. In this case, safely retry your call to CreateDataset by using the same ClientToken parameter value. An error occurs if the other input parameters are not the same as in the first request. Using a different value for ClientToken is considered a new call to CreateDataset. An idempotency token is active for 8 hours.

DatasetSource => Paws::LookoutVision::DatasetSource

The location of the manifest file that Amazon Lookout for Vision uses to create the dataset.

If you don't specify DatasetSource, an empty dataset is created and the operation synchronously returns. Later, you can add JSON Lines by calling UpdateDatasetEntries.

If you specify a value for DataSource, the manifest at the S3 location is validated and used to create the dataset. The call to CreateDataset is asynchronous and might take a while to complete. To find out the current status, Check the value of Status returned in a call to DescribeDataset.

REQUIRED DatasetType => Str

The type of the dataset. Specify train for a training dataset. Specify test for a test dataset.

REQUIRED ProjectName => Str

The name of the project in which you want to create a dataset.

SEE ALSO

This class forms part of Paws, documenting arguments for method CreateDataset in Paws::LookoutVision

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