Amazon Comprehend · Schema

DatasetInputDataConfig

Specifies the format and location of the input data for the dataset.

Machine LearningNatural Language ProcessingNLPText Analysis

Properties

Name Type Description
AugmentedManifests object
DataFormat object
DocumentClassifierInputDataConfig object
EntityRecognizerInputDataConfig object
View JSON Schema on GitHub

JSON Schema

openapi.yml-dataset-input-data-config-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-comprehend/refs/heads/main/json-schema/openapi.yml-dataset-input-data-config-schema.json",
  "title": "DatasetInputDataConfig",
  "description": "Specifies the format and location of the input data for the dataset.",
  "type": "object",
  "properties": {
    "AugmentedManifests": {
      "allOf": [
        {
          "$ref": "#/components/schemas/DatasetAugmentedManifestsList"
        },
        {
          "description": "A list of augmented manifest files that provide training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth. "
        }
      ]
    },
    "DataFormat": {
      "allOf": [
        {
          "$ref": "#/components/schemas/DatasetDataFormat"
        },
        {
          "description": "<p> <code>COMPREHEND_CSV</code>: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.</p> <p> <code>AUGMENTED_MANIFEST</code>: The data format </p>"
        }
      ]
    },
    "DocumentClassifierInputDataConfig": {
      "allOf": [
        {
          "$ref": "#/components/schemas/DatasetDocumentClassifierInputDataConfig"
        },
        {
          "description": "<p>The input properties for training a document classifier model. </p> <p>For more information on how the input file is formatted, see <a href=\"https://docs.aws.amazon.com/comprehend/latest/dg/prep-classifier-data.html\">Preparing training data</a> in the Comprehend Developer Guide. </p>"
        }
      ]
    },
    "EntityRecognizerInputDataConfig": {
      "allOf": [
        {
          "$ref": "#/components/schemas/DatasetEntityRecognizerInputDataConfig"
        },
        {
          "description": "The input properties for training an entity recognizer model."
        }
      ]
    }
  }
}