Class DatasetValidation (2.10.0)

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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

NameDescription
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.