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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 ({'topics'}) and 3 missing columns ({'Response Reference', 'Object to or Support application', 'Response text'}).
This happened while the csv dataset builder was generating data using
hf://datasets/seanpedrickcase/dummy_development_consultation/example_zero_shot.csv (at revision 32e0549648f1f9e91d242b2c2d87264b370703b4)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
topics: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 372
to
{'Response Reference': Value(dtype='string', id=None), 'Object to or Support application': Value(dtype='string', id=None), 'Response text': Value(dtype='string', id=None)}
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 1417, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1049, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
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 ({'topics'}) and 3 missing columns ({'Response Reference', 'Object to or Support application', 'Response text'}).
This happened while the csv dataset builder was generating data using
hf://datasets/seanpedrickcase/dummy_development_consultation/example_zero_shot.csv (at revision 32e0549648f1f9e91d242b2c2d87264b370703b4)
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.
Response Reference
string | Object to or Support application
string | Response text
string |
|---|---|---|
R1 | Object | I strongly object to the proposed five-storey apartment block on Main Street. It is completely out of keeping with the existing character of the area and will overshadow the existing buildings. |
R2 | Support | I fully support the proposed development. The town needs more housing, and this development will provide much-needed homes. |
R3 | Object | The proposed development is too tall and will have a negative impact on the views from the surrounding area. |
R4 | Object | The loss of the well-loved cafe will be a great loss to the community. |
R5 | Support | The development will bring much-needed investment to the area and create jobs. |
R6 | Object | The increased traffic generated by the development will cause congestion on Main Street. |
R7 | Support | The development will provide much-needed affordable housing. |
R8 | Object | The development will have a negative impact on the local environment. |
R9 | Support | The development will improve the appearance of Main Street. |
R10 | Object | The development will overshadow the existing buildings and make them feel cramped. |
R11 | Support | The development will provide much-needed amenities for the local community. |
R12 | Object | The development will have a negative impact on the local wildlife. |
R13 | Support | The development will help to revitalise the town centre. |
R14 | Object | The development will increase noise pollution in the area. |
R15 | Support | The development will provide much-needed parking spaces. |
R16 | Object | The development will have a negative impact on the local businesses. |
R17 | Support | The development will provide much-needed green space. |
R18 | Object | The development will have a negative impact on the local heritage. |
R19 | Support | The development will provide much-needed facilities for young people. |
R20 | Object | The development will have a negative impact on the local schools. |
R21 | Support | The development will provide much-needed social housing. |
R22 | Object | The development will have a negative impact on the local infrastructure. |
R23 | Support | The development will provide much-needed jobs for local people. |
R24 | Object | The development will have a negative impact on the local economy. |
R25 | Support | The development will provide much-needed community facilities. |
R26 | Object | The development will have a negative impact on the local amenities. |
R27 | Support | The development will provide much-needed housing for young people. |
R28 | Object | The development will have a negative impact on the local character. |
R29 | Support | The development will provide much-needed housing for families. |
R30 | Object | The development will have a negative impact on the local quality of life. |
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