Class DatasetValidation (2.16.0)

Version 2.16.0

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DatasetValidation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The dataset validation information. This includes any and all errors with documents and the dataset.

Attributes
Name	Description
document_error_count	int The total number of document errors.
dataset_error_count	int The total number of dataset errors.
document_errors	MutableSequence[google.rpc.status_pb2.Status] Error information pertaining to specific documents. A maximum of 10 document errors will be returned. Any document with errors will not be used throughout training.
dataset_errors	MutableSequence[google.rpc.status_pb2.Status] Error information for the dataset as a whole. A maximum of 10 dataset errors will be returned. A single dataset error is terminal for training.