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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 ({'__index_level_0__', '['}) and 5 missing columns ({'type', 'ticker', 'quantity', 'purchaseDate', 'unitPrice'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Tejas0252/document/embedding.csv (at revision dd7a7052aaaada1e190961b510391d10786ab0d5)
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
[: double
__index_level_0__: string
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__"], "column_indexes": [{"na' + 435
to
{'ticker': Value(dtype='string', id=None), 'unitPrice': Value(dtype='int64', id=None), 'quantity': Value(dtype='int64', id=None), 'purchaseDate': Value(dtype='string', id=None), 'type': 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 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 2 new columns ({'__index_level_0__', '['}) and 5 missing columns ({'type', 'ticker', 'quantity', 'purchaseDate', 'unitPrice'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Tejas0252/document/embedding.csv (at revision dd7a7052aaaada1e190961b510391d10786ab0d5)
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.
ticker
string | unitPrice
int64 | quantity
int64 | purchaseDate
string | type
string | [
null | __index_level_0__
string |
|---|---|---|---|---|---|---|
AAPL
| 150 | 1 |
3-1-2017
|
buy
| null | null |
PYPL
| 200 | 2 |
1-2-2017
|
buy
| null | null |
null | null | null | null | null | null |
0.017034638673067093
|
null | null | null | null | null | null |
-0.01902974210679531
|
null | null | null | null | null | null |
-0.04733406379818916
|
null | null | null | null | null | null |
-0.0017384394304826856
|
null | null | null | null | null | null |
-0.03345480188727379
|
null | null | null | null | null | null |
-0.010307137854397297
|
null | null | null | null | null | null |
0.0263032466173172
|
null | null | null | null | null | null |
0.07989870011806488
|
null | null | null | null | null | null |
-0.06486641615629196
|
null | null | null | null | null | null |
0.01367536373436451
|
null | null | null | null | null | null |
0.026975614950060844
|
null | null | null | null | null | null |
-0.08678656071424484
|
null | null | null | null | null | null |
0.05431675910949707
|
null | null | null | null | null | null |
-0.035370223224163055
|
null | null | null | null | null | null |
-0.03024323657155037
|
null | null | null | null | null | null |
0.039807163178920746
|
null | null | null | null | null | null |
0.008147169835865498
|
null | null | null | null | null | null |
-0.0247354656457901
|
null | null | null | null | null | null |
-0.05708594247698784
|
null | null | null | null | null | null |
-0.01137172244489193
|
null | null | null | null | null | null |
0.006263071671128273
|
null | null | null | null | null | null |
-0.04874172434210777
|
null | null | null | null | null | null |
-0.03771721199154854
|
null | null | null | null | null | null |
-0.02856474556028843
|
null | null | null | null | null | null |
0.08782076835632324
|
null | null | null | null | null | null |
0.10216008871793747
|
null | null | null | null | null | null |
-0.06069325655698776
|
null | null | null | null | null | null |
0.032079216092824936
|
null | null | null | null | null | null |
0.0037238607183098793
|
null | null | null | null | null | null |
-0.016706760972738266
|
null | null | null | null | null | null |
-0.03646333888173103
|
null | null | null | null | null | null |
0.04830699414014816
|
null | null | null | null | null | null |
0.04393991455435753
|
null | null | null | null | null | null |
-0.01395447924733162
|
null | null | null | null | null | null |
0.013139201328158379
|
null | null | null | null | null | null |
-0.013870768249034882
|
null | null | null | null | null | null |
-0.04078831151127815
|
null | null | null | null | null | null |
-0.031162824481725693
|
null | null | null | null | null | null |
-0.0041415574960410595
|
null | null | null | null | null | null |
0.00501385610550642
|
null | null | null | null | null | null |
-0.014862275682389736
|
null | null | null | null | null | null |
-0.0391167588531971
|
null | null | null | null | null | null |
-0.04597495496273041
|
null | null | null | null | null | null |
0.03237268328666687
|
null | null | null | null | null | null |
-0.002983898390084505
|
null | null | null | null | null | null |
-0.05656392499804497
|
null | null | null | null | null | null |
-0.05518878251314163
|
null | null | null | null | null | null |
0.028316905722022057
|
null | null | null | null | null | null |
0.03970561549067497
|
null | null | null | null | null | null |
0.08908018469810486
|
null | null | null | null | null | null |
-0.022321190685033798
|
null | null | null | null | null | null |
-0.01271065417677164
|
null | null | null | null | null | null |
-0.02796812355518341
|
null | null | null | null | null | null |
0.0474015548825264
|
null | null | null | null | null | null |
0.009692773222923279
|
null | null | null | null | null | null |
-0.10173927992582321
|
null | null | null | null | null | null |
-0.03185562044382095
|
null | null | null | null | null | null |
0.011005613021552563
|
null | null | null | null | null | null |
0.03056609444320202
|
null | null | null | null | null | null |
0.07775525003671646
|
null | null | null | null | null | null |
-0.0952528864145279
|
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-0.045066557824611664
|
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-0.02943584881722927
|
null | null | null | null | null | null |
0.0061069056391716
|
null | null | null | null | null | null |
0.007064912002533674
|
null | null | null | null | null | null |
0.028081923723220825
|
null | null | null | null | null | null |
-0.062467146664857864
|
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0.1017524003982544
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0.06946277618408203
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0.04203783720731735
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|
null | null | null | null | null | null |
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|
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