Specifies the format and location of the input data for the dataset.
Type: objectProperties: 4
Machine-LearningNatural Language ProcessingNLPText Analysis
DatasetInputDataConfig is a JSON Structure definition published by Amazon Comprehend, describing 4 properties. It conforms to the https://json-structure.org/meta/core/v0/# meta-schema.
{
"$schema": "https://json-structure.org/meta/core/v0/#",
"$id": "https://raw.githubusercontent.com/api-evangelist/amazon-comprehend/refs/heads/main/json-structure/openapi.yml-dataset-input-data-config-structure.json",
"name": "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."
}
]
}
}
}
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