Datasets:

---

CFPB

/

consumer-finance-complaints

like 17

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Consumer Financial Protection Bureau 5

While loading the dataset, a DatasetGenerationError is caused due to the following:
ValueError: Invalid string class label Credit reporting or other personal consumer reports.

Here's the code to replicate the issue:

from datasets import load_dataset
dataset = load_dataset('CFPB/consumer-finance-complaints')

Output:
Generating train split:   0%
 1/3079747 [00:00<35:08:39, 24.34 examples/s]

ValueError Traceback (most recent call last)
/usr/local/lib/python3.11/dist-packages/datasets/builder.py in _prepare_split_single(self, gen_kwargs, fpath, file_format, max_shard_size, split_info, check_duplicate_keys, job_id)
1692 )
-> 1693 example = self.info.features.encode_example(record) if self.info.features is not None else record
1694 writer.write(example, key)

14 frames
ValueError: Invalid string class label Credit reporting or other personal consumer reports

The above exception was the direct cause of the following exception:

DatasetGenerationError Traceback (most recent call last)
/usr/local/lib/python3.11/dist-packages/datasets/builder.py in _prepare_split_single(self, gen_kwargs, fpath, file_format, max_shard_size, split_info, check_duplicate_keys, job_id)
1710 if isinstance(e, SchemaInferenceError) and e.context is not None:
1711 e = e.context
-> 1712 raise DatasetGenerationError("An error occurred while generating the dataset") from e
1713
1714 yield job_id, True, (total_num_examples, total_num_bytes, writer._features, num_shards, shard_lengths)

DatasetGenerationError: An error occurred while generating the dataset