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DatasetInputDataConfig

Used by
Source code in docs_src/capo_comprehend/types/dataset_input_data_config.py 
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class DatasetInputDataConfig(TypedDict, closed=True):
    augmented_manifests: NotRequired[
        "capo_comprehend.types.dataset_augmented_manifests_list.DatasetAugmentedManifestsList"
    ]
    """<p>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. </p>"""
    data_format: NotRequired[
        "capo_comprehend.types.dataset_data_format.DatasetDataFormat"
    ]
    """<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>"""
    document_classifier_input_data_config: NotRequired[
        "capo_comprehend.types.dataset_document_classifier_input_data_config.DatasetDocumentClassifierInputDataConfig"
    ]
    """<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>"""
    entity_recognizer_input_data_config: NotRequired[
        "capo_comprehend.types.dataset_entity_recognizer_input_data_config.DatasetEntityRecognizerInputDataConfig"
    ]
    """<p>The input properties for training an entity recognizer model.</p>"""

augmented_manifests instance-attribute 

augmented_manifests: NotRequired[DatasetAugmentedManifestsList]

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.

data_format instance-attribute 

data_format: NotRequired[DatasetDataFormat]

COMPREHEND_CSV: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.

AUGMENTED_MANIFEST: The data format

document_classifier_input_data_config instance-attribute 

document_classifier_input_data_config: NotRequired[
    DatasetDocumentClassifierInputDataConfig
]

The input properties for training a document classifier model.

For more information on how the input file is formatted, see Preparing training data in the Comprehend Developer Guide.

entity_recognizer_input_data_config instance-attribute 

entity_recognizer_input_data_config: NotRequired[DatasetEntityRecognizerInputDataConfig]

The input properties for training an entity recognizer model.