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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 ({'Unnamed: 0', 'ProdTaken'})
This happened while the csv dataset builder was generating data using
hf://datasets/Kingston-Personal/tourism-project/tourism.csv (at revision c54800f69c52f406a3941b7354f16eac67768437)
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
Unnamed: 0: int64
CustomerID: int64
ProdTaken: int64
Age: double
TypeofContact: string
CityTier: int64
DurationOfPitch: double
Occupation: string
Gender: string
NumberOfPersonVisiting: int64
NumberOfFollowups: double
ProductPitched: string
PreferredPropertyStar: double
MaritalStatus: string
NumberOfTrips: double
Passport: int64
PitchSatisfactionScore: int64
OwnCar: int64
NumberOfChildrenVisiting: double
Designation: string
MonthlyIncome: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2881
to
{'CustomerID': Value('int64'), 'Age': Value('float64'), 'TypeofContact': Value('int64'), 'CityTier': Value('int64'), 'DurationOfPitch': Value('float64'), 'Occupation': Value('int64'), 'Gender': Value('int64'), 'NumberOfPersonVisiting': Value('int64'), 'NumberOfFollowups': Value('float64'), 'ProductPitched': Value('int64'), 'PreferredPropertyStar': Value('float64'), 'MaritalStatus': Value('int64'), 'NumberOfTrips': Value('float64'), 'Passport': Value('int64'), 'PitchSatisfactionScore': Value('int64'), 'OwnCar': Value('int64'), 'NumberOfChildrenVisiting': Value('float64'), 'Designation': Value('int64'), 'MonthlyIncome': 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 2 new columns ({'Unnamed: 0', 'ProdTaken'})
This happened while the csv dataset builder was generating data using
hf://datasets/Kingston-Personal/tourism-project/tourism.csv (at revision c54800f69c52f406a3941b7354f16eac67768437)
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.
CustomerID
int64 | Age
float64 | TypeofContact
int64 | CityTier
int64 | DurationOfPitch
float64 | Occupation
int64 | Gender
int64 | NumberOfPersonVisiting
int64 | NumberOfFollowups
float64 | ProductPitched
int64 | PreferredPropertyStar
float64 | MaritalStatus
int64 | NumberOfTrips
float64 | Passport
int64 | PitchSatisfactionScore
int64 | OwnCar
int64 | NumberOfChildrenVisiting
float64 | Designation
int64 | MonthlyIncome
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
202,273
| 34
| 0
| 1
| 9
| 2
| 1
| 2
| 4
| 0
| 3
| 1
| 4
| 0
| 1
| 0
| 0
| 1
| 17,979
|
200,073
| 32
| 1
| 1
| 6
| 2
| 1
| 3
| 3
| 1
| 4
| 0
| 2
| 0
| 3
| 0
| 0
| 2
| 21,220
|
200,167
| 30
| 1
| 3
| 11
| 2
| 0
| 2
| 3
| 3
| 3
| 0
| 3
| 0
| 4
| 1
| 1
| 3
| 24,419
|
204,725
| 39
| 1
| 3
| 9
| 3
| 1
| 3
| 4
| 3
| 4
| 2
| 2
| 0
| 4
| 1
| 2
| 3
| 26,029
|
204,219
| 37
| 0
| 1
| 31
| 2
| 0
| 3
| 4
| 1
| 4
| 1
| 2
| 0
| 3
| 1
| 2
| 2
| 24,352
|
202,620
| 34
| 1
| 1
| 9
| 2
| 1
| 3
| 4
| 0
| 3
| 2
| 2
| 0
| 3
| 0
| 2
| 1
| 21,178
|
203,015
| 27
| 0
| 1
| 7
| 2
| 0
| 4
| 6
| 0
| 3
| 1
| 5
| 0
| 4
| 1
| 3
| 1
| 23,042
|
201,106
| 30
| 1
| 3
| 6
| 2
| 1
| 3
| 4
| 1
| 5
| 1
| 2
| 0
| 4
| 1
| 1
| 2
| 24,714
|
204,541
| 53
| 0
| 1
| 32
| 3
| 0
| 3
| 5
| 4
| 3
| 1
| 5
| 0
| 5
| 0
| 2
| 0
| 32,504
|
203,334
| 55
| 0
| 1
| 7
| 2
| 0
| 3
| 4
| 3
| 3
| 1
| 2
| 0
| 5
| 1
| 2
| 3
| 29,180
|
200,093
| 46
| 0
| 1
| 6
| 3
| 1
| 2
| 4
| 3
| 5
| 0
| 3
| 1
| 2
| 1
| 1
| 3
| 25,673
|
204,519
| 39
| 0
| 1
| 19
| 2
| 1
| 2
| 5
| 1
| 5
| 1
| 4
| 0
| 5
| 1
| 1
| 2
| 24,966
|
200,112
| 54
| 0
| 2
| 32
| 2
| 0
| 1
| 2
| 4
| 3
| 2
| 3
| 1
| 3
| 1
| 0
| 0
| 32,328
|
201,287
| 42
| 1
| 1
| 19
| 3
| 1
| 3
| 1
| 1
| 5
| 1
| 6
| 0
| 4
| 1
| 0
| 2
| 20,538
|
203,583
| 33
| 1
| 1
| 12
| 2
| 0
| 3
| 2
| 0
| 3
| 1
| 5
| 0
| 5
| 1
| 2
| 1
| 21,990
|
201,551
| 35
| 1
| 1
| 6
| 3
| 1
| 1
| 4
| 0
| 3
| 2
| 2
| 0
| 4
| 1
| 0
| 1
| 17,859
|
201,284
| 39
| 1
| 1
| 16
| 3
| 1
| 3
| 3
| 3
| 3
| 2
| 1
| 0
| 3
| 1
| 0
| 3
| 28,464
|
203,232
| 29
| 1
| 1
| 17
| 2
| 0
| 3
| 4
| 1
| 3
| 2
| 5
| 0
| 4
| 1
| 2
| 2
| 22,338
|
202,887
| 23
| 0
| 1
| 11
| 0
| 1
| 3
| 5
| 0
| 3
| 2
| 7
| 0
| 5
| 1
| 1
| 1
| 22,572
|
200,294
| 37
| 0
| 1
| 15
| 3
| 1
| 2
| 3
| 0
| 3
| 0
| 2
| 1
| 2
| 0
| 0
| 1
| 17,326
|
204,606
| 33
| 1
| 1
| 10
| 3
| 0
| 4
| 4
| 1
| 5
| 1
| 3
| 0
| 1
| 1
| 1
| 2
| 25,403
|
204,015
| 33
| 1
| 1
| 7
| 2
| 1
| 4
| 4
| 0
| 5
| 2
| 3
| 0
| 1
| 0
| 2
| 1
| 21,634
|
204,115
| 50
| 0
| 1
| 25
| 2
| 1
| 4
| 4
| 1
| 3
| 1
| 3
| 1
| 1
| 0
| 1
| 2
| 25,482
|
202,067
| 42
| 1
| 1
| 6
| 2
| 0
| 2
| 4
| 1
| 3
| 1
| 1
| 1
| 3
| 0
| 0
| 2
| 21,062
|
204,801
| 43
| 0
| 1
| 33
| 3
| 0
| 3
| 4
| 3
| 5
| 1
| 5
| 1
| 3
| 0
| 1
| 3
| 31,869
|
201,383
| 36
| 0
| 1
| 15
| 2
| 1
| 3
| 1
| 0
| 4
| 1
| 2
| 0
| 5
| 1
| 0
| 1
| 17,810
|
201,350
| 27
| 1
| 3
| 8
| 3
| 0
| 2
| 1
| 1
| 3
| 2
| 1
| 0
| 1
| 0
| 1
| 2
| 21,500
|
204,288
| 29
| 1
| 3
| 16
| 2
| 1
| 4
| 4
| 1
| 3
| 2
| 3
| 0
| 3
| 1
| 2
| 2
| 23,931
|
202,690
| 34
| 1
| 1
| 12
| 2
| 0
| 4
| 5
| 0
| 3
| 0
| 3
| 0
| 2
| 0
| 3
| 1
| 21,589
|
203,576
| 41
| 1
| 3
| 21
| 2
| 0
| 3
| 4
| 1
| 5
| 1
| 3
| 0
| 3
| 0
| 2
| 2
| 23,317
|
204,866
| 32
| 1
| 3
| 20
| 3
| 1
| 4
| 5
| 1
| 5
| 1
| 7
| 1
| 1
| 1
| 1
| 2
| 20,980
|
201,947
| 50
| 0
| 2
| 9
| 3
| 1
| 3
| 3
| 2
| 4
| 1
| 2
| 0
| 1
| 1
| 2
| 4
| 33,200
|
201,940
| 24
| 0
| 3
| 30
| 3
| 1
| 2
| 3
| 0
| 3
| 1
| 1
| 0
| 4
| 1
| 1
| 1
| 17,400
|
204,511
| 43
| 1
| 1
| 7
| 2
| 0
| 3
| 5
| 1
| 3
| 1
| 2
| 1
| 3
| 0
| 1
| 2
| 24,740
|
201,148
| 39
| 1
| 1
| 16
| 3
| 1
| 3
| 3
| 1
| 5
| 1
| 3
| 0
| 5
| 1
| 2
| 2
| 20,377
|
201,740
| 55
| 1
| 1
| 6
| 3
| 1
| 2
| 3
| 2
| 5
| 2
| 1
| 1
| 1
| 1
| 1
| 4
| 34,045
|
204,849
| 33
| 0
| 1
| 10
| 2
| 0
| 3
| 4
| 0
| 3
| 2
| 3
| 0
| 4
| 1
| 1
| 1
| 24,887
|
203,699
| 34
| 1
| 3
| 23
| 2
| 0
| 4
| 4
| 3
| 5
| 2
| 4
| 1
| 5
| 0
| 1
| 3
| 27,242
|
204,027
| 25
| 1
| 1
| 25
| 2
| 1
| 3
| 4
| 0
| 3
| 1
| 2
| 0
| 4
| 0
| 1
| 1
| 21,452
|
201,613
| 30
| 1
| 1
| 24
| 2
| 0
| 3
| 3
| 0
| 3
| 2
| 2
| 0
| 1
| 1
| 2
| 1
| 17,632
|
204,206
| 32
| 0
| 3
| 12
| 3
| 0
| 3
| 4
| 0
| 4
| 1
| 3
| 0
| 3
| 0
| 1
| 1
| 21,467
|
202,757
| 34
| 0
| 1
| 12
| 2
| 0
| 4
| 4
| 3
| 4
| 0
| 8
| 0
| 3
| 1
| 3
| 3
| 30,556
|
202,191
| 50
| 1
| 1
| 30
| 2
| 1
| 3
| 3
| 4
| 3
| 1
| 4
| 1
| 4
| 1
| 2
| 0
| 28,973
|
200,673
| 33
| 1
| 1
| 6
| 2
| 1
| 3
| 4
| 0
| 5
| 2
| 4
| 1
| 4
| 0
| 0
| 1
| 17,799
|
203,264
| 36
| 0
| 3
| 18
| 3
| 1
| 3
| 4
| 1
| 3
| 1
| 3
| 0
| 5
| 0
| 1
| 2
| 23,646
|
202,645
| 50
| 0
| 1
| 25
| 2
| 1
| 4
| 4
| 1
| 3
| 1
| 3
| 1
| 2
| 0
| 2
| 2
| 25,482
|
203,648
| 49
| 0
| 3
| 14
| 3
| 0
| 4
| 4
| 0
| 3
| 1
| 4
| 1
| 4
| 1
| 2
| 1
| 21,333
|
203,412
| 37
| 0
| 3
| 14
| 3
| 0
| 3
| 2
| 1
| 5
| 0
| 4
| 0
| 1
| 1
| 1
| 2
| 23,317
|
200,143
| 30
| 1
| 1
| 24
| 2
| 0
| 3
| 3
| 0
| 3
| 2
| 2
| 0
| 2
| 1
| 0
| 1
| 17,632
|
203,867
| 23
| 1
| 1
| 7
| 2
| 1
| 4
| 4
| 0
| 3
| 2
| 2
| 0
| 3
| 0
| 3
| 1
| 22,053
|
201,651
| 34
| 1
| 1
| 33
| 3
| 0
| 3
| 3
| 0
| 4
| 2
| 3
| 0
| 3
| 0
| 0
| 1
| 17,311
|
204,005
| 52
| 1
| 3
| 28
| 3
| 1
| 4
| 4
| 1
| 3
| 2
| 2
| 1
| 5
| 0
| 3
| 2
| 24,119
|
203,192
| 27
| 0
| 3
| 36
| 3
| 1
| 4
| 6
| 1
| 5
| 2
| 2
| 0
| 3
| 0
| 1
| 2
| 23,647
|
200,706
| 40
| 0
| 3
| 30
| 2
| 0
| 3
| 1
| 4
| 4
| 2
| 5
| 1
| 3
| 1
| 2
| 0
| 28,194
|
200,891
| 44
| 1
| 1
| 8
| 2
| 0
| 3
| 1
| 0
| 3
| 0
| 2
| 0
| 4
| 1
| 0
| 1
| 17,011
|
204,676
| 27
| 0
| 1
| 9
| 2
| 1
| 3
| 4
| 0
| 5
| 1
| 8
| 1
| 5
| 0
| 1
| 1
| 20,720
|
203,308
| 42
| 0
| 1
| 12
| 2
| 1
| 4
| 5
| 0
| 5
| 1
| 8
| 0
| 3
| 1
| 1
| 1
| 20,785
|
202,939
| 28
| 1
| 3
| 9
| 3
| 1
| 3
| 4
| 0
| 5
| 1
| 2
| 0
| 5
| 0
| 2
| 1
| 21,719
|
204,588
| 59
| 1
| 1
| 12
| 0
| 0
| 3
| 5
| 3
| 4
| 1
| 4
| 1
| 5
| 1
| 2
| 3
| 29,230
|
203,430
| 40
| 1
| 3
| 28
| 2
| 1
| 3
| 5
| 1
| 3
| 0
| 5
| 1
| 1
| 0
| 2
| 2
| 24,798
|
203,767
| 29
| 0
| 2
| 7
| 2
| 1
| 3
| 4
| 0
| 3
| 1
| 3
| 0
| 4
| 0
| 2
| 1
| 21,384
|
203,004
| 35
| 1
| 1
| 15
| 2
| 0
| 3
| 4
| 1
| 5
| 1
| 5
| 0
| 5
| 1
| 1
| 2
| 23,799
|
201,039
| 34
| 1
| 2
| 15
| 0
| 0
| 2
| 3
| 0
| 3
| 0
| 2
| 0
| 1
| 1
| 0
| 1
| 17,742
|
201,018
| 36
| 1
| 1
| 10
| 2
| 1
| 2
| 4
| 1
| 3
| 2
| 2
| 0
| 5
| 1
| 1
| 2
| 20,810
|
200,147
| 41
| 0
| 1
| 16
| 2
| 1
| 3
| 4
| 4
| 5
| 1
| 5
| 0
| 2
| 1
| 0
| 0
| 32,181
|
201,563
| 46
| 0
| 1
| 6
| 3
| 1
| 2
| 4
| 3
| 5
| 1
| 3
| 1
| 1
| 1
| 1
| 3
| 25,673
|
202,904
| 27
| 1
| 3
| 36
| 3
| 1
| 3
| 4
| 1
| 3
| 1
| 7
| 0
| 5
| 1
| 1
| 2
| 22,984
|
204,732
| 32
| 0
| 3
| 27
| 2
| 1
| 4
| 2
| 0
| 3
| 1
| 2
| 0
| 5
| 1
| 1
| 1
| 21,469
|
203,961
| 38
| 1
| 1
| 26
| 2
| 1
| 4
| 4
| 0
| 4
| 1
| 6
| 0
| 4
| 0
| 2
| 1
| 21,700
|
204,035
| 34
| 0
| 3
| 29
| 3
| 1
| 4
| 4
| 1
| 4
| 1
| 2
| 0
| 1
| 0
| 1
| 2
| 24,824
|
200,962
| 51
| 1
| 2
| 11
| 2
| 1
| 2
| 3
| 4
| 4
| 1
| 2
| 1
| 3
| 1
| 1
| 0
| 29,026
|
200,553
| 40
| 1
| 1
| 8
| 3
| 0
| 2
| 4
| 0
| 3
| 2
| 1
| 1
| 3
| 1
| 1
| 1
| 17,342
|
201,845
| 49
| 1
| 1
| 13
| 2
| 1
| 2
| 4
| 3
| 3
| 2
| 1
| 0
| 1
| 1
| 0
| 3
| 25,965
|
203,765
| 48
| 1
| 1
| 16
| 2
| 0
| 4
| 4
| 0
| 3
| 2
| 6
| 0
| 3
| 1
| 1
| 1
| 20,783
|
201,724
| 29
| 1
| 3
| 26
| 3
| 1
| 2
| 3
| 1
| 3
| 1
| 3
| 0
| 1
| 1
| 0
| 2
| 21,931
|
204,384
| 25
| 0
| 3
| 31
| 3
| 1
| 3
| 4
| 0
| 3
| 1
| 2
| 0
| 4
| 1
| 2
| 1
| 21,078
|
202,340
| 35
| 1
| 3
| 23
| 2
| 1
| 3
| 3
| 1
| 5
| 1
| 4
| 1
| 3
| 0
| 2
| 2
| 23,966
|
204,257
| 30
| 1
| 3
| 17
| 3
| 0
| 3
| 5
| 1
| 4
| 1
| 3
| 1
| 5
| 1
| 1
| 2
| 26,946
|
201,662
| 35
| 1
| 1
| 29
| 2
| 1
| 2
| 4
| 1
| 3
| 1
| 4
| 1
| 4
| 1
| 0
| 2
| 20,916
|
201,847
| 36
| 1
| 1
| 8
| 2
| 0
| 3
| 3
| 0
| 3
| 1
| 5
| 0
| 5
| 1
| 0
| 1
| 17,543
|
201,126
| 50
| 1
| 3
| 5
| 3
| 1
| 2
| 3
| 2
| 3
| 1
| 5
| 1
| 5
| 0
| 1
| 4
| 34,331
|
204,689
| 44
| 1
| 3
| 32
| 3
| 1
| 4
| 5
| 3
| 3
| 1
| 7
| 0
| 4
| 1
| 2
| 3
| 29,476
|
200,811
| 38
| 1
| 3
| 8
| 3
| 1
| 2
| 3
| 3
| 4
| 2
| 1
| 0
| 4
| 1
| 0
| 3
| 22,351
|
203,624
| 37
| 1
| 1
| 14
| 2
| 1
| 4
| 4
| 0
| 4
| 2
| 4
| 0
| 1
| 0
| 3
| 1
| 20,691
|
202,754
| 32
| 1
| 2
| 9
| 2
| 1
| 4
| 5
| 1
| 5
| 0
| 5
| 0
| 3
| 0
| 2
| 2
| 25,088
|
202,890
| 42
| 0
| 3
| 17
| 2
| 1
| 3
| 4
| 1
| 3
| 2
| 2
| 0
| 2
| 0
| 2
| 2
| 24,908
|
200,523
| 50
| 1
| 1
| 34
| 3
| 1
| 3
| 2
| 0
| 3
| 0
| 2
| 1
| 2
| 1
| 2
| 1
| 18,221
|
204,393
| 25
| 0
| 1
| 14
| 2
| 0
| 3
| 4
| 0
| 3
| 1
| 3
| 1
| 4
| 0
| 1
| 1
| 21,564
|
200,853
| 19
| 1
| 1
| 15
| 2
| 1
| 2
| 3
| 0
| 5
| 2
| 2
| 0
| 3
| 0
| 0
| 1
| 17,552
|
204,598
| 41
| 1
| 3
| 17
| 3
| 1
| 4
| 5
| 3
| 4
| 1
| 4
| 0
| 4
| 0
| 1
| 3
| 28,383
|
202,909
| 47
| 0
| 1
| 25
| 3
| 0
| 3
| 4
| 3
| 3
| 0
| 7
| 0
| 3
| 1
| 1
| 3
| 29,205
|
203,123
| 32
| 0
| 3
| 27
| 3
| 0
| 3
| 4
| 1
| 3
| 0
| 3
| 0
| 2
| 1
| 1
| 2
| 25,610
|
200,750
| 44
| 1
| 3
| 34
| 3
| 0
| 2
| 1
| 4
| 3
| 0
| 4
| 1
| 2
| 1
| 1
| 0
| 28,320
|
202,983
| 51
| 1
| 3
| 15
| 3
| 1
| 3
| 4
| 0
| 4
| 0
| 2
| 0
| 2
| 1
| 1
| 1
| 22,553
|
202,325
| 37
| 1
| 1
| 7
| 2
| 0
| 2
| 4
| 1
| 3
| 1
| 2
| 0
| 1
| 0
| 0
| 2
| 21,474
|
203,552
| 36
| 1
| 1
| 7
| 3
| 1
| 4
| 5
| 0
| 5
| 2
| 3
| 0
| 1
| 0
| 3
| 1
| 21,128
|
202,780
| 30
| 1
| 1
| 15
| 2
| 1
| 4
| 6
| 0
| 5
| 0
| 3
| 1
| 3
| 1
| 2
| 1
| 20,797
|
204,586
| 43
| 1
| 3
| 21
| 3
| 0
| 4
| 5
| 1
| 3
| 2
| 2
| 0
| 3
| 1
| 1
| 2
| 24,922
|
204,234
| 28
| 1
| 3
| 9
| 2
| 1
| 4
| 4
| 1
| 3
| 2
| 3
| 1
| 4
| 0
| 2
| 2
| 23,156
|
204,176
| 33
| 1
| 1
| 9
| 0
| 1
| 3
| 5
| 1
| 5
| 2
| 6
| 0
| 4
| 0
| 2
| 2
| 20,854
|
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