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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 44 new columns ({'Aggression ', 'Abdominal Pain ', 'Hallucinations ', 'Sedation ', 'Vomiting ', 'Insomnia ', 'Hyperprolactinemia ', 'Hyperglycemia ', 'Neurological ', 'Dizziness ', 'ID', 'Endocrinological ', 'Palpitations ', 'Weight Gain ', 'Orthostatic Hypotension ', 'Hyperlipidemia ', 'Hypertension ', 'Headache ', 'Diarrhea ', 'Gastroenterological ', 'Mania ', 'Arrhythmia ', 'Nausea ', 'Depression ', 'Diabetes Mellitus ', 'Syncope ', 'Drug ', 'Prolonged QT Interval ', 'Hypothyroidism ', 'Increased Appetite ', 'Dry Mouth ', 'Seizures ', 'Suicidal Ideation ', 'Cardiovascular ', 'Constipation ', 'Tachycardia ', 'Restlessness ', 'Extrapyramidal Symptoms ', 'Agitation ', 'Akathisia ', 'Tremor ', 'Delirium ', 'Dyspepsia ', 'Anxiety '}) and 19 missing columns ({'1.6', '0.5', '10.2', 'Unnamed: 18', '100.1', '10.1', '1.3', '1.4', '10', '5-HT2A', 'Unnamed: 17', 'Unnamed: 16', '1.2', '1.5', 'Unnamed: 15', '100', '1.1', 'Unnamed: 14', '1'}).
This happened while the csv dataset builder was generating data using
hf://datasets/pixelpandacreative/Receptors/symptoms_new.csv (at revision 62284cca2a8e1dea9e44866fffb75f609b471b13)
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
Drug : string
Insomnia : string
Anxiety : string
Agitation : string
Depression : string
Suicidal Ideation : string
Restlessness : string
Mania : string
Hallucinations : string
Aggression : string
Delirium : string
Cardiovascular : string
Tachycardia : string
Orthostatic Hypotension : string
Hypertension : string
Palpitations : string
Prolonged QT Interval : string
Syncope : string
Arrhythmia : string
Neurological : string
Dizziness : string
Headache : string
Extrapyramidal Symptoms : string
Sedation : string
Akathisia : string
Tremor : string
Seizures : string
Endocrinological : string
Hyperglycemia : string
Diabetes Mellitus : string
Weight Gain : string
Hyperprolactinemia : string
Hyperlipidemia : string
Hypothyroidism : string
Increased Appetite : string
Gastroenterological : string
Nausea : string
Vomiting : string
Constipation : string
Diarrhea : string
Dyspepsia : string
Abdominal Pain : string
Dry Mouth : string
ID: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5784
to
{'5-HT2A': Value(dtype='string', id=None), '1': Value(dtype='string', id=None), '1.1': Value(dtype='string', id=None), '1.2': Value(dtype='string', id=None), '0.5': Value(dtype='string', id=None), '100': Value(dtype='string', id=None), '1.3': Value(dtype='string', id=None), '10': Value(dtype='string', id=None), '100.1': Value(dtype='string', id=None), '10.1': Value(dtype='string', id=None), '1.4': Value(dtype='string', id=None), '10.2': Value(dtype='string', id=None), '1.5': Value(dtype='string', id=None), '1.6': Value(dtype='string', id=None), 'Unnamed: 14': Value(dtype='float64', id=None), 'Unnamed: 15': Value(dtype='float64', id=None), 'Unnamed: 16': Value(dtype='float64', id=None), 'Unnamed: 17': Value(dtype='float64', id=None), 'Unnamed: 18': Value(dtype='float64', 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 1323, 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 938, 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 44 new columns ({'Aggression ', 'Abdominal Pain ', 'Hallucinations ', 'Sedation ', 'Vomiting ', 'Insomnia ', 'Hyperprolactinemia ', 'Hyperglycemia ', 'Neurological ', 'Dizziness ', 'ID', 'Endocrinological ', 'Palpitations ', 'Weight Gain ', 'Orthostatic Hypotension ', 'Hyperlipidemia ', 'Hypertension ', 'Headache ', 'Diarrhea ', 'Gastroenterological ', 'Mania ', 'Arrhythmia ', 'Nausea ', 'Depression ', 'Diabetes Mellitus ', 'Syncope ', 'Drug ', 'Prolonged QT Interval ', 'Hypothyroidism ', 'Increased Appetite ', 'Dry Mouth ', 'Seizures ', 'Suicidal Ideation ', 'Cardiovascular ', 'Constipation ', 'Tachycardia ', 'Restlessness ', 'Extrapyramidal Symptoms ', 'Agitation ', 'Akathisia ', 'Tremor ', 'Delirium ', 'Dyspepsia ', 'Anxiety '}) and 19 missing columns ({'1.6', '0.5', '10.2', 'Unnamed: 18', '100.1', '10.1', '1.3', '1.4', '10', '5-HT2A', 'Unnamed: 17', 'Unnamed: 16', '1.2', '1.5', 'Unnamed: 15', '100', '1.1', 'Unnamed: 14', '1'}).
This happened while the csv dataset builder was generating data using
hf://datasets/pixelpandacreative/Receptors/symptoms_new.csv (at revision 62284cca2a8e1dea9e44866fffb75f609b471b13)
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.
5-HT2A
string | 1
string | 1.1
string | 1.2
string | 0.5
string | 100
string | 1.3
string | 10
string | 100.1
string | 10.1
string | 1.4
string | 10.2
string | 1.5
string | 1.6
string | Unnamed: 14
null | Unnamed: 15
null | Unnamed: 16
null | Unnamed: 17
null | Unnamed: 18
null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5-HT2C
|
100
|
10
|
1
|
10
|
1000
| null |
10
|
1000
|
10
|
10
|
10000
|
100
|
10
| null | null | null | null | null |
5-HT6
|
100
|
10
|
1
|
1000
|
1000
|
1
|
10
|
10000
|
10000
|
10
|
1000
|
10
|
10
| null | null | null | null | null |
Alpha 2b
|
100
|
10
|
1
|
100
|
100
|
10000
|
10
|
10
|
100
|
100
|
100
|
10
|
10
| null | null | null | null | null |
Alpha 1a
|
10
|
10
|
1
|
1
|
1
|
100
|
1
|
10
|
1
|
10
|
10
|
1
|
0.5
| null | null | null | null | null |
Alpha 1b
|
10
|
1
|
1
|
1
|
1
|
100
|
1
|
10
|
1
|
10
|
1
|
10
|
0.5
| null | null | null | null | null |
H1
|
10
|
10000
|
1
|
10
|
1
|
1
|
1
|
10000
|
1
|
1
|
1000
|
1
|
0.5
| null | null | null | null | null |
5-HT1B
|
100
|
1
|
10
|
1
|
1000
|
100
|
100
|
100
|
100
|
100
|
100
|
100
|
1000
| null | null | null | null | null |
5-HT5
|
1000
|
10000
|
10
|
100
|
1000
|
1000
|
1000
|
100
|
100
|
100
|
1000
|
100
|
100
| null | null | null | null | null |
5-HT7
|
100
|
1
|
10
|
1
|
100
|
100
|
10
|
10
|
10
|
10
|
100
|
1
|
10
| null | null | null | null | null |
D1
|
10
|
10
|
10
|
100
|
100
|
10000
|
100
|
10
|
10
|
10
|
10
|
10
|
100
| null | null | null | null | null |
D2
|
0.5
|
1
|
10
|
1
|
100
|
10000
|
100
|
1
|
10
|
10
|
1
|
0.5
|
1
| null | null | null | null | null |
D3
|
1
|
10
|
10
|
10
|
100
|
10000
|
100
|
100
|
10
|
10
|
10
|
1
|
1
| null | null | null | null | null |
D4
|
100
|
100
|
10
|
10
|
1000
|
10000
|
10
|
100
|
10
|
10
|
10
|
10
|
10
| null | null | null | null | null |
Alpha 2C
|
10
|
10
|
10
|
1
|
1
|
10000
|
10
|
10
|
10
|
10
|
100
|
10
|
10
| null | null | null | null | null |
5-HT1A
|
1
|
10
|
100
|
100
|
100
|
1000
|
100
|
100
|
100
|
1000
|
1000
|
100
|
1000
| null | null | null | null | null |
5-HT1D
|
10
|
1
|
100
|
100
|
10000
|
1000
|
1000
|
100
|
100
|
1000
|
1000
|
100
|
100
| null | null | null | null | null |
5-HT3
|
100
|
10000
|
100
|
10000
|
10000
|
100
|
100
|
100
|
10000
|
100
|
10000
|
10000
|
100
| null | null | null | null | null |
D5
|
1000
|
100
|
100
|
100
|
1000
|
10000
|
100
|
100
|
10
|
10
|
100
|
10
|
100
| null | null | null | null | null |
Alpha 2a
|
10
|
100
|
100
|
100
|
1000
|
100
|
100
|
10
|
100
|
100
|
1000
|
100
|
100
| null | null | null | null | null |
SERT
|
1000
|
100
|
100
|
10000
|
10000
|
1000
|
10000
|
10000
|
1000
|
10000
|
1000
|
1000
|
10000
| null | null | null | null | null |
NET
|
1000
|
10
|
100
|
10000
|
10000
|
10000
|
10000
|
10000
|
100
|
1000
|
1000
|
1000
|
10000
| null | null | null | null | null |
5-HT1E
|
1000
|
1000
|
1000
|
1000
|
1000
|
1000
|
100
|
1000
|
100
|
1000
| null |
100
|
100
| null | null | null | null | null |
DAT
|
1000
|
10000
|
1000
|
10000
|
10000
|
10000
|
10000
|
10000
|
1000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
H4
|
10000
|
10000
|
1000
|
10000
|
10000
|
10000
|
100
|
10000
|
1000
|
1000
|
10000
|
10000
|
1000
| null | null | null | null | null |
B1-AR
|
10000
|
10000
|
1000
|
10000
|
1000
|
10000
|
10000
|
10000
|
1000
|
1000
|
1000
|
10000
|
100
| null | null | null | null | null |
M1
|
1000
|
10000
|
10000
|
10000
|
100
|
10
|
10
|
10000
|
10
|
100
|
10000
|
1000
|
10
| null | null | null | null | null |
M2
|
1000
|
10000
|
10000
|
10000
|
1000
|
10
|
10
|
10000
|
100
|
100
|
10000
|
1000
|
100
| null | null | null | null | null |
M3
|
1000
|
10000
|
10000
|
10000
|
1000
|
10
|
10
|
10000
|
10
|
100
|
10000
|
1000
|
10
| null | null | null | null | null |
M4
|
1000
|
10000
|
10000
|
10000
|
100
|
100
|
10
|
10000
|
100
|
1000
|
100
|
1000
|
100
| null | null | null | null | null |
M5
|
1000
|
10000
|
10000
|
10000
|
1000
|
1
|
10
|
1000
|
10
|
10
|
100
|
100
|
10
| null | null | null | null | null |
y-A
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
y-B
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
BZP
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
NMDA
|
1000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
PCP
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
σ1
|
10000
|
1000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
σ2
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
NMDA
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
PCP
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
H2
|
10000
|
1000
|
10000
|
100
|
10000
|
10
|
100
|
100
|
100
|
100
|
1000
|
100
|
100
| null | null | null | null | null |
H3
|
10000
|
10000
|
10000
|
10000
|
10000
|
1000
|
1000
|
1000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
EP-3
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
EP-4
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
CB-1
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
CA2+ channel
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
100
|
10000
|
10000
| null | null | null | null | null |
NAR a2/b2
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
NAR a2/b4
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
NAR a3/b2
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
NAR a3/b4
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
NAR a/b2
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
NAR a7
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
B2-AR
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
[1 -imidazoline
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
mGlu1
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
mGlu2
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
mGlu4
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
|
10000
| null | null | null | null | null |
null |
Aripiprazole
|
Ziprasidone
|
Zotepine
|
Risperidone
|
Quetiapine
|
Olanzapine
|
Clozapine
|
Thiothixene
|
Thioridizine
|
Loxapine
|
Haloperidone
|
Fluphenazine
|
Chlorpromazine
| null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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