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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 1 new columns ({'customer_id'}) and 1 missing columns ({'product_id'}).
This happened while the csv dataset builder was generating data using
zip://rel-amazon__user-churn.csv::hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235109Z/preds-classification.zip, ['hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235109Z/preds-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235109Z/preds-regression.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235124Z/rt-j-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235124Z/rt-j-regression.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235141Z/preds-rt-plurel-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235141Z/preds-rt-plurel-regression.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235156Z/rt-plurel-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235156Z/rt-plurel-regression.zip']
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 784, 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 795, 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
customer_id: int64
timestamp: string
churn: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 629
to
{'product_id': Value('int64'), 'timestamp': Value('string'), 'churn': 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 1 new columns ({'customer_id'}) and 1 missing columns ({'product_id'}).
This happened while the csv dataset builder was generating data using
zip://rel-amazon__user-churn.csv::hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235109Z/preds-classification.zip, ['hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235109Z/preds-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235109Z/preds-regression.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235124Z/rt-j-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235124Z/rt-j-regression.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235141Z/preds-rt-plurel-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235141Z/preds-rt-plurel-regression.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235156Z/rt-plurel-classification.zip', 'hf://datasets/rishabh-ranjan/relbench-submissions@60523c8bf73a4de8d57403227d4a87c6e3ae61bf/20261004T235156Z/rt-plurel-regression.zip']
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.
product_id int64 | timestamp string | churn float64 |
|---|---|---|
487,515 | 2016-01-01 | 0.333015 |
42,955 | 2016-01-01 | 0.344168 |
33,626 | 2016-01-01 | 0.566671 |
413,030 | 2016-01-01 | 0.344361 |
14,589 | 2016-01-01 | 0.331498 |
341,379 | 2016-01-01 | 0.343452 |
487,771 | 2016-01-01 | 0.318432 |
26,284 | 2016-01-01 | 0.333503 |
483,539 | 2016-01-01 | 0.341747 |
86,082 | 2016-01-01 | 0.414425 |
174,933 | 2016-01-01 | 0.491544 |
10,025 | 2016-01-01 | 0.577242 |
484,781 | 2016-01-01 | 0.343672 |
166,873 | 2016-01-01 | 0.346016 |
104,759 | 2016-01-01 | 0.54961 |
396,037 | 2016-01-01 | 0.429364 |
179,273 | 2016-01-01 | 0.463839 |
371,426 | 2016-01-01 | 0.333178 |
96,333 | 2016-01-01 | 0.497717 |
401,922 | 2016-01-01 | 0.450113 |
162,864 | 2016-01-01 | 0.420109 |
85,686 | 2016-01-01 | 0.362377 |
13,060 | 2016-01-01 | 0.561621 |
386,601 | 2016-01-01 | 0.594316 |
438,224 | 2016-01-01 | 0.360799 |
102,678 | 2016-01-01 | 0.347703 |
504,170 | 2016-01-01 | 0.347316 |
155,836 | 2016-01-01 | 0.644337 |
354,900 | 2016-01-01 | 0.451258 |
444,986 | 2016-01-01 | 0.322686 |
25,967 | 2016-01-01 | 0.339937 |
148,772 | 2016-01-01 | 0.53312 |
171,231 | 2016-01-01 | 0.459961 |
34,383 | 2016-01-01 | 0.429773 |
51,144 | 2016-01-01 | 0.646851 |
4,668 | 2016-01-01 | 0.357175 |
155,639 | 2016-01-01 | 0.641956 |
450,922 | 2016-01-01 | 0.37981 |
300,435 | 2016-01-01 | 0.465881 |
88,072 | 2016-01-01 | 0.502672 |
202,736 | 2016-01-01 | 0.390272 |
205,923 | 2016-01-01 | 0.577665 |
42,353 | 2016-01-01 | 0.386763 |
101,351 | 2016-01-01 | 0.377713 |
350,686 | 2016-01-01 | 0.365372 |
219,033 | 2016-01-01 | 0.555247 |
481,916 | 2016-01-01 | 0.515011 |
258,657 | 2016-01-01 | 0.332473 |
6,044 | 2016-01-01 | 0.327399 |
159,064 | 2016-01-01 | 0.353763 |
413,157 | 2016-01-01 | 0.359814 |
17,439 | 2016-01-01 | 0.393356 |
179,435 | 2016-01-01 | 0.35209 |
439,945 | 2016-01-01 | 0.458991 |
461,025 | 2016-01-01 | 0.58818 |
5,538 | 2016-01-01 | 0.470275 |
354,863 | 2016-01-01 | 0.353149 |
326,330 | 2016-01-01 | 0.332961 |
134,428 | 2016-01-01 | 0.495203 |
412,866 | 2016-01-01 | 0.376996 |
102,750 | 2016-01-01 | 0.499787 |
258,911 | 2016-01-01 | 0.372648 |
81,084 | 2016-01-01 | 0.332636 |
119,882 | 2016-01-01 | 0.607547 |
28,804 | 2016-01-01 | 0.332527 |
208,073 | 2016-01-01 | 0.418519 |
461,852 | 2016-01-01 | 0.589273 |
306,349 | 2016-01-01 | 0.316739 |
212,316 | 2016-01-01 | 0.41696 |
79,361 | 2016-01-01 | 0.458913 |
224,599 | 2016-01-01 | 0.447881 |
241,889 | 2016-01-01 | 0.474953 |
104,342 | 2016-01-01 | 0.593727 |
353,782 | 2016-01-01 | 0.355551 |
102,381 | 2016-01-01 | 0.449672 |
33,586 | 2016-01-01 | 0.348645 |
270,015 | 2016-01-01 | 0.652961 |
80,629 | 2016-01-01 | 0.334589 |
227,215 | 2016-01-01 | 0.483126 |
104,976 | 2016-01-01 | 0.472037 |
471,078 | 2016-01-01 | 0.469881 |
438,641 | 2016-01-01 | 0.348313 |
480,940 | 2016-01-01 | 0.486413 |
105,000 | 2016-01-01 | 0.493557 |
236,960 | 2016-01-01 | 0.356279 |
107,240 | 2016-01-01 | 0.323327 |
438,939 | 2016-01-01 | 0.372163 |
114,413 | 2016-01-01 | 0.37088 |
320,935 | 2016-01-01 | 0.451893 |
14,298 | 2016-01-01 | 0.419239 |
215,134 | 2016-01-01 | 0.394405 |
426,384 | 2016-01-01 | 0.373562 |
14,163 | 2016-01-01 | 0.340156 |
389,859 | 2016-01-01 | 0.456315 |
337,821 | 2016-01-01 | 0.390272 |
59,002 | 2016-01-01 | 0.334807 |
337,867 | 2016-01-01 | 0.354014 |
399,070 | 2016-01-01 | 0.579162 |
273,607 | 2016-01-01 | 0.4924 |
351,176 | 2016-01-01 | 0.46014 |
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