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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 2 new columns ({'answer', 'question'}) and 4 missing columns ({'Question', 'Drug Combination', 'Answer', 'Instruction'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bala1524/Drug-Comb-Extraction/Drug comb Data extr.csv (at revision 55fb4f7451fa2317869adb8d018b52d63c7cd8f2)
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 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
question: string
answer: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 489
to
{'Drug Combination': Value(dtype='string', id=None), 'Question': Value(dtype='string', id=None), 'Answer': Value(dtype='string', id=None), 'Instruction': 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 2 new columns ({'answer', 'question'}) and 4 missing columns ({'Question', 'Drug Combination', 'Answer', 'Instruction'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bala1524/Drug-Comb-Extraction/Drug comb Data extr.csv (at revision 55fb4f7451fa2317869adb8d018b52d63c7cd8f2)
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.
Drug Combination
string | Question
string | Answer
string | Instruction
string |
|---|---|---|---|
Combination 1 | What is the recommended drug combination for treating hypertension? | The recommended drug combination for treating hypertension is usually a diuretic combined with an ACE inhibitor or an ARB. | Please provide the medical condition or symptom you are seeking treatment for. |
Combination 2 | Which two drugs are commonly combined for treating bacterial infections? | Two commonly combined drugs for treating bacterial infections are amoxicillin and clavulanic acid (Augmentin). | Please specify the type of infection or condition for which you need treatment. |
Combination 3 | What drug combination is typically used for managing thyroid? | The drug combination typically used for managing thyroid includes Propylthiouracine or levothyroxine and Thionamides. | Please indicate if you are currently taking any medications or have any treatment. |
Combination 4 | What drug combination is typically used for managing liver damage? | The drug combination typically used for managing liver damage includes Fibrates or niacin. | Please indicate if you are currently taking any medications or have any treatment for. |
Combination 5 | What drug combination is typically used for managing cancer? | The drug combination typically used for managing cancer includes Parathyroid hormone-related protein drug. | Please indicate if you are currently taking any medications or have any treatment for. |
Combination 6 | What drug combination is typically used for managing asthma? | The drug combination typically used for managing asthma includes Corticosteroids and Long-acting bronchodilators. | Please indicate if you are currently taking any medications or have any treatment. |
Combination 7 | What drug combination is typically used for managing pcod? | The drug combination typically used for managing pcod includes Metformin and Contraceptive medications. | Please indicate if you are currently taking any medications or have any treatment for. |
Combination 8 | What drug combination is typically used for managing urine infection? | The drug combination typically used for managing urine infection includes Trimethoprim or sulfamethoxazole and Nitrofurazone. | Please indicate if you are currently taking any medications or have any treatment. |
Combination 9 | What drug combination is typically used for managing diabetes? | The drug combination typically used for managing diabetes includes metformin and sulfonylureas or DPP-4 inhibitors. | Please indicate if you are currently taking any medications or have any treatment for. |
Combination 10 | What drug combination is typically used for managing jointpains? | The drug combination typically used for managing jointpains includes Nonsteroidal anti-inflammatory drugs and Topical creams or ointments. | Please indicate if you are currently taking any medications or have any treatment. |
Combination 11 | What drug combination is typically used for managing hairloss? | The drug combination typically used for managing hairloss includes Minoxidil and Finasteride. | Please indicate if you are currently taking any medications or have any treatment. |
Combination 12 | What drug combination is typically used for managing acidity? | The drug combination typically used for managing acidity includes Minoxidil and Finasteride. | Please indicate if you are currently taking any medications or have any treatment. |
Combination 13 | What drug combination is typically used for managing kidny stone? | The drug combination typically used for managing kidny stone includes Diuretics Thiazides Pyrazinamide. | Please indicate if you are currently taking any medications or have any treatment. |
Combination 14 | What drug combination is typically used for managing dengue? | The drug combination typically used for managing dengue includes Paracetamol and Nonsteroidal anti-inflammatory drugs (NSAIDs). | Please indicate if you are currently taking any medications or have any treatment. |
Combination 15 | What drug combination is typically used for managing pneumonia? | The drug combination typically used for managing pneumonia includes Antibiotics and Oxygen therapy. | Please indicate if you are currently taking any medications or have any treatment. |
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