AWS::Comprehend::DocumentClassifier AugmentedManifestsListItem - Amazon CloudFormation
SyntaxProperties
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AWS::Comprehend::DocumentClassifier AugmentedManifestsListItem

An augmented manifest file that provides training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.

Syntax

To declare this entity in your Amazon CloudFormation template, use the following syntax:

JSON

{
  "AttributeNames" : [ String, ... ],
  "S3Uri" : String,
  "Split" : String
}

YAML

  AttributeNames: 
    - String
  S3Uri: String
  Split: String

Properties

AttributeNames

The JSON attribute that contains the annotations for your training documents. The number of attribute names that you specify depends on whether your augmented manifest file is the output of a single labeling job or a chained labeling job.

If your file is the output of a single labeling job, specify the LabelAttributeName key that was used when the job was created in Ground Truth.

If your file is the output of a chained labeling job, specify the LabelAttributeName key for one or more jobs in the chain. Each LabelAttributeName key provides the annotations from an individual job.

Required: Yes

Type: Array of String

Minimum: 1

Maximum: 63

Update requires: Replacement

S3Uri

The Amazon S3 location of the augmented manifest file.

Required: Yes

Type: String

Pattern: s3://[a-z0-9][\.\-a-z0-9]{1,61}[a-z0-9](/.*)?

Maximum: 1024

Update requires: Replacement

Split

The purpose of the data you've provided in the augmented manifest. You can either train or test this data. If you don't specify, the default is train.

TRAIN - all of the documents in the manifest will be used for training. If no test documents are provided, Amazon Comprehend will automatically reserve a portion of the training documents for testing.

TEST - all of the documents in the manifest will be used for testing.

Required: No

Type: String

Allowed values: TRAIN | TEST

Update requires: Replacement