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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 ({'habitat', 'common_name', 'expiry_date', 'germination_pct', 'species_id'}) and 2 missing columns ({'review_status', 'reason'}).
This happened while the csv dataset builder was generating data using
hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339/data/dispatch-manifest.csv (at revision f426bc29f050099b5cff7d56900b8f7ab5afe44e), ['hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339@f426bc29f050099b5cff7d56900b8f7ab5afe44e/audits/lot-review.csv', 'hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339@f426bc29f050099b5cff7d56900b8f7ab5afe44e/data/dispatch-manifest.csv', 'hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339@f426bc29f050099b5cff7d56900b8f7ab5afe44e/reports/species-summary.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 1856, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 811, 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 822, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
species_id: string
common_name: string
habitat: string
lot_id: string
expiry_date: string
germination_pct: int64
allocated_units: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1121
to
{'lot_id': Value('string'), 'review_status': Value('string'), 'reason': Value('string'), 'allocated_units': Value('int64')}
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 1379, 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 956, 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 1702, 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 1858, 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 ({'habitat', 'common_name', 'expiry_date', 'germination_pct', 'species_id'}) and 2 missing columns ({'review_status', 'reason'}).
This happened while the csv dataset builder was generating data using
hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339/data/dispatch-manifest.csv (at revision f426bc29f050099b5cff7d56900b8f7ab5afe44e), ['hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339@f426bc29f050099b5cff7d56900b8f7ab5afe44e/audits/lot-review.csv', 'hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339@f426bc29f050099b5cff7d56900b8f7ab5afe44e/data/dispatch-manifest.csv', 'hf://datasets/SOTAagi2030/Solstice-Seed-Dispatch-339@f426bc29f050099b5cff7d56900b8f7ab5afe44e/reports/species-summary.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.
lot_id string | review_status string | reason string | allocated_units int64 |
|---|---|---|---|
L01 | REJECTED | germination_below_minimum | 0 |
L02 | ELIGIBLE | eligible | 80 |
L03 | ELIGIBLE | eligible | 40 |
L04 | REJECTED | storage_not_approved | 0 |
L05 | ELIGIBLE | eligible | 50 |
L06 | ELIGIBLE | eligible | 40 |
L07 | REJECTED | unknown_species | 0 |
L08 | REJECTED | species_not_active | 0 |
L09 | ELIGIBLE | eligible | 25 |
L10 | ELIGIBLE | eligible | 50 |
L11 | REJECTED | lot_not_releasable | 0 |
L12 | REJECTED | species_not_requested | 0 |
L13 | ELIGIBLE | eligible | 0 |
L02 | null | null | 80 |
L03 | null | null | 40 |
L05 | null | null | 50 |
L06 | null | null | 40 |
L10 | null | null | 50 |
L09 | null | null | 25 |
null | null | null | 120 |
null | null | null | 90 |
null | null | null | 75 |
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