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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 41 new columns ({'positiveTestsAntibody', 'negativeTestsAntibody', 'totalTestEncountersViralIncrease', 'hospitalizedIncrease', 'negativeTestsViral', 'totalTestResults', 'negativeIncrease', 'positiveCasesViral', 'deathIncrease', 'recovered', 'negativeTestsPeopleAntibody', 'positiveTestsPeopleAntigen', 'hospitalizedCurrently', 'negative', 'onVentilatorCurrently', 'totalTestResultsIncrease', 'positiveScore', 'state', 'positiveTestsViral', 'positiveIncrease', 'totalTestsPeopleAntibody', 'inIcuCurrently', 'totalTestsPeopleViral', 'inIcuCumulative', 'hospitalized', 'positiveTestsPeopleAntibody', 'hospitalizedCumulative', 'totalTestsPeopleAntigen', 'date', 'deathProbable', 'totalTestsViralIncrease', 'positive', 'totalTestEncountersViral', 'totalTestsAntibody', 'death', 'positiveTestsAntigen', 'totalTestsPeopleViralIncrease', 'onVentilatorCumulative', 'totalTestsAntigen', 'totalTestsViral', 'deathConfirmed'}) and 3 missing columns ({'Mean', 'Source', 'Year'}).
This happened while the csv dataset builder was generating data using
hf://datasets/MohanGupta-turing/multi-evals/florida-history.csv (at revision c3067adae6d41ad9aeb53c26420dda74f8ba806a)
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/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
date: string
state: string
death: double
deathConfirmed: double
deathIncrease: int64
deathProbable: double
hospitalized: double
hospitalizedCumulative: double
hospitalizedCurrently: double
hospitalizedIncrease: int64
inIcuCumulative: double
inIcuCurrently: double
negative: double
negativeIncrease: int64
negativeTestsAntibody: double
negativeTestsPeopleAntibody: double
negativeTestsViral: double
onVentilatorCumulative: double
onVentilatorCurrently: double
positive: int64
positiveCasesViral: double
positiveIncrease: int64
positiveScore: int64
positiveTestsAntibody: double
positiveTestsAntigen: double
positiveTestsPeopleAntibody: double
positiveTestsPeopleAntigen: double
positiveTestsViral: double
recovered: double
totalTestEncountersViral: int64
totalTestEncountersViralIncrease: int64
totalTestResults: int64
totalTestResultsIncrease: int64
totalTestsAntibody: double
totalTestsAntigen: double
totalTestsPeopleAntibody: double
totalTestsPeopleAntigen: double
totalTestsPeopleViral: double
totalTestsPeopleViralIncrease: int64
totalTestsViral: double
totalTestsViralIncrease: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5818
to
{'Source': Value('string'), 'Year': Value('int64'), 'Mean': Value('float64')}
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 1339, 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 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, 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 41 new columns ({'positiveTestsAntibody', 'negativeTestsAntibody', 'totalTestEncountersViralIncrease', 'hospitalizedIncrease', 'negativeTestsViral', 'totalTestResults', 'negativeIncrease', 'positiveCasesViral', 'deathIncrease', 'recovered', 'negativeTestsPeopleAntibody', 'positiveTestsPeopleAntigen', 'hospitalizedCurrently', 'negative', 'onVentilatorCurrently', 'totalTestResultsIncrease', 'positiveScore', 'state', 'positiveTestsViral', 'positiveIncrease', 'totalTestsPeopleAntibody', 'inIcuCurrently', 'totalTestsPeopleViral', 'inIcuCumulative', 'hospitalized', 'positiveTestsPeopleAntibody', 'hospitalizedCumulative', 'totalTestsPeopleAntigen', 'date', 'deathProbable', 'totalTestsViralIncrease', 'positive', 'totalTestEncountersViral', 'totalTestsAntibody', 'death', 'positiveTestsAntigen', 'totalTestsPeopleViralIncrease', 'onVentilatorCumulative', 'totalTestsAntigen', 'totalTestsViral', 'deathConfirmed'}) and 3 missing columns ({'Mean', 'Source', 'Year'}).
This happened while the csv dataset builder was generating data using
hf://datasets/MohanGupta-turing/multi-evals/florida-history.csv (at revision c3067adae6d41ad9aeb53c26420dda74f8ba806a)
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.
Source
string | Year
int64 | Mean
float64 |
|---|---|---|
gcag
| 1,850
| -0.4177
|
gcag
| 1,851
| -0.2333
|
gcag
| 1,852
| -0.2294
|
gcag
| 1,853
| -0.2704
|
gcag
| 1,854
| -0.2915
|
gcag
| 1,855
| -0.2969
|
gcag
| 1,856
| -0.3204
|
gcag
| 1,857
| -0.4672
|
gcag
| 1,858
| -0.3888
|
gcag
| 1,859
| -0.2813
|
gcag
| 1,860
| -0.3902
|
gcag
| 1,861
| -0.4291
|
gcag
| 1,862
| -0.5364
|
gcag
| 1,863
| -0.3442
|
gcag
| 1,864
| -0.4655
|
gcag
| 1,865
| -0.3325
|
gcag
| 1,866
| -0.3413
|
gcag
| 1,867
| -0.357
|
gcag
| 1,868
| -0.3518
|
gcag
| 1,869
| -0.3166
|
gcag
| 1,870
| -0.3279
|
gcag
| 1,871
| -0.3686
|
gcag
| 1,872
| -0.3281
|
gcag
| 1,873
| -0.3413
|
gcag
| 1,874
| -0.3733
|
gcag
| 1,875
| -0.3756
|
gcag
| 1,876
| -0.4241
|
gcag
| 1,877
| -0.1011
|
gcag
| 1,878
| -0.0113
|
gcag
| 1,879
| -0.3036
|
GISTEMP
| 1,880
| -0.1725
|
gcag
| 1,880
| -0.3158
|
GISTEMP
| 1,881
| -0.0883
|
gcag
| 1,881
| -0.2322
|
GISTEMP
| 1,882
| -0.1067
|
gcag
| 1,882
| -0.2955
|
GISTEMP
| 1,883
| -0.1742
|
gcag
| 1,883
| -0.3465
|
GISTEMP
| 1,884
| -0.2808
|
gcag
| 1,884
| -0.4923
|
GISTEMP
| 1,885
| -0.3317
|
gcag
| 1,885
| -0.4711
|
GISTEMP
| 1,886
| -0.3158
|
gcag
| 1,886
| -0.4209
|
GISTEMP
| 1,887
| -0.3667
|
gcag
| 1,887
| -0.4988
|
GISTEMP
| 1,888
| -0.1758
|
gcag
| 1,888
| -0.3794
|
GISTEMP
| 1,889
| -0.1092
|
gcag
| 1,889
| -0.2499
|
GISTEMP
| 1,890
| -0.3558
|
gcag
| 1,890
| -0.5069
|
GISTEMP
| 1,891
| -0.2292
|
gcag
| 1,891
| -0.4013
|
GISTEMP
| 1,892
| -0.28
|
gcag
| 1,892
| -0.5076
|
GISTEMP
| 1,893
| -0.3192
|
gcag
| 1,893
| -0.4946
|
GISTEMP
| 1,894
| -0.3108
|
gcag
| 1,894
| -0.4838
|
GISTEMP
| 1,895
| -0.2392
|
gcag
| 1,895
| -0.4488
|
GISTEMP
| 1,896
| -0.12
|
gcag
| 1,896
| -0.284
|
GISTEMP
| 1,897
| -0.1175
|
gcag
| 1,897
| -0.2598
|
GISTEMP
| 1,898
| -0.2825
|
gcag
| 1,898
| -0.4858
|
GISTEMP
| 1,899
| -0.1825
|
gcag
| 1,899
| -0.3554
|
GISTEMP
| 1,900
| -0.0867
|
gcag
| 1,900
| -0.2345
|
GISTEMP
| 1,901
| -0.16
|
gcag
| 1,901
| -0.2934
|
GISTEMP
| 1,902
| -0.2858
|
gcag
| 1,902
| -0.439
|
GISTEMP
| 1,903
| -0.3767
|
gcag
| 1,903
| -0.5333
|
GISTEMP
| 1,904
| -0.4775
|
gcag
| 1,904
| -0.5975
|
GISTEMP
| 1,905
| -0.2683
|
gcag
| 1,905
| -0.4078
|
GISTEMP
| 1,906
| -0.2292
|
gcag
| 1,906
| -0.3191
|
GISTEMP
| 1,907
| -0.3933
|
gcag
| 1,907
| -0.5041
|
GISTEMP
| 1,908
| -0.43
|
gcag
| 1,908
| -0.5138
|
GISTEMP
| 1,909
| -0.4867
|
gcag
| 1,909
| -0.5357
|
GISTEMP
| 1,910
| -0.4408
|
gcag
| 1,910
| -0.5309
|
GISTEMP
| 1,911
| -0.45
|
gcag
| 1,911
| -0.5391
|
GISTEMP
| 1,912
| -0.3675
|
gcag
| 1,912
| -0.4755
|
GISTEMP
| 1,913
| -0.3492
|
gcag
| 1,913
| -0.467
|
GISTEMP
| 1,914
| -0.1567
|
gcag
| 1,914
| -0.2624
|
End of preview.
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