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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'completion', 'register', 'prompt', 'topic', 'audience'}) and 3 missing columns ({'loss', 'step', 'elapsed_s'}).
This happened while the csv dataset builder was generating data using
hf://datasets/richardyoung/lab11-send-it-to-fellowship/training_rows_synthetic.csv (at revision f24927532443c8a6cc2e447538dac971a45ae899), ['hf://datasets/richardyoung/lab11-send-it-to-fellowship@f24927532443c8a6cc2e447538dac971a45ae899/training_loss.csv', 'hf://datasets/richardyoung/lab11-send-it-to-fellowship@f24927532443c8a6cc2e447538dac971a45ae899/training_rows_synthetic.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
prompt: string
completion: string
audience: string
register: string
topic: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 853
to
{'step': Value('int64'), 'loss': Value('float64'), 'elapsed_s': Value('float64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'completion', 'register', 'prompt', 'topic', 'audience'}) and 3 missing columns ({'loss', 'step', 'elapsed_s'}).
This happened while the csv dataset builder was generating data using
hf://datasets/richardyoung/lab11-send-it-to-fellowship/training_rows_synthetic.csv (at revision f24927532443c8a6cc2e447538dac971a45ae899), ['hf://datasets/richardyoung/lab11-send-it-to-fellowship@f24927532443c8a6cc2e447538dac971a45ae899/training_loss.csv', 'hf://datasets/richardyoung/lab11-send-it-to-fellowship@f24927532443c8a6cc2e447538dac971a45ae899/training_rows_synthetic.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
step int64 | loss float64 | elapsed_s float64 |
|---|---|---|
1 | 3.245022 | 5.2 |
2 | 3.056427 | 5.6 |
3 | 3.006382 | 6.1 |
4 | 2.999312 | 6.6 |
5 | 2.853875 | 7 |
6 | 2.879187 | 7.5 |
7 | 2.851639 | 8 |
8 | 2.844738 | 8.4 |
9 | 2.472401 | 8.9 |
10 | 2.513784 | 9.4 |
11 | 2.469173 | 9.8 |
12 | 2.563624 | 10.3 |
13 | 2.635728 | 10.5 |
14 | 2.313666 | 11 |
15 | 2.301534 | 11.5 |
16 | 2.383601 | 11.9 |
17 | 2.225247 | 12.4 |
18 | 2.16462 | 12.9 |
19 | 2.149816 | 13.4 |
20 | 2.094223 | 13.9 |
21 | 2.122805 | 14.5 |
22 | 1.978677 | 15 |
23 | 1.993477 | 15.6 |
24 | 1.865816 | 16.2 |
25 | 2.028766 | 16.6 |
26 | 1.967865 | 16.8 |
27 | 1.922543 | 17.3 |
28 | 1.812349 | 17.8 |
29 | 1.788084 | 18.2 |
30 | 1.94313 | 18.7 |
31 | 1.817271 | 19.2 |
32 | 1.712943 | 19.6 |
33 | 1.613366 | 20.1 |
34 | 1.818631 | 20.5 |
35 | 1.555327 | 21 |
36 | 1.762302 | 21.5 |
37 | 1.72184 | 21.9 |
38 | 1.7675 | 22.4 |
39 | 1.835853 | 22.6 |
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