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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 1 new columns ({'ProdTaken'}) and 17 missing columns ({'PreferredPropertyStar', 'Occupation', 'NumberOfPersonVisiting', 'CityTier', 'MonthlyIncome', 'Designation', 'Unnamed: 0', 'NumberOfFollowups', 'PitchSatisfactionScore', 'DurationOfPitch', 'Age', 'TypeofContact', 'MaritalStatus', 'Gender', 'ProductPitched', 'Passport', 'NumberOfTrips'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Sudu1976/PredictTourPkg/ytest.csv (at revision 98bffbb46bad1064bba818b0da7c2252a285eef4)
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
ProdTaken: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 376
to
{'Unnamed: 0': 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'), 'Designation': Value('string'), '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 1 new columns ({'ProdTaken'}) and 17 missing columns ({'PreferredPropertyStar', 'Occupation', 'NumberOfPersonVisiting', 'CityTier', 'MonthlyIncome', 'Designation', 'Unnamed: 0', 'NumberOfFollowups', 'PitchSatisfactionScore', 'DurationOfPitch', 'Age', 'TypeofContact', 'MaritalStatus', 'Gender', 'ProductPitched', 'Passport', 'NumberOfTrips'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Sudu1976/PredictTourPkg/ytest.csv (at revision 98bffbb46bad1064bba818b0da7c2252a285eef4)
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.
Unnamed: 0 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 | Designation string | MonthlyIncome float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,214 | 44 | 1 | 1 | 8 | 2 | 1 | 3 | 1 | 3 | 3 | 1 | 2 | 1 | 4 | Senior Manager | 22,879 |
3,829 | 35 | 1 | 3 | 20 | 3 | 2 | 3 | 4 | 3 | 3 | 1 | 3 | 0 | 1 | Senior Manager | 27,306 |
2,622 | 47 | 1 | 3 | 7 | 3 | 1 | 4 | 4 | 3 | 5 | 1 | 3 | 0 | 2 | Senior Manager | 29,131 |
1,543 | 32 | 1 | 1 | 6 | 2 | 2 | 3 | 3 | 1 | 4 | 1 | 2 | 0 | 3 | Manager | 21,220 |
3,144 | 59 | 1 | 1 | 9 | 1 | 2 | 3 | 4 | 0 | 3 | 2 | 6 | 0 | 2 | Executive | 21,157 |
907 | 44 | 1 | 3 | 11 | 3 | 2 | 2 | 3 | 2 | 4 | 0 | 1 | 0 | 5 | VP | 33,213 |
1,426 | 32 | 1 | 1 | 35 | 2 | 1 | 2 | 4 | 0 | 4 | 2 | 2 | 0 | 3 | Executive | 17,837 |
4,269 | 27 | 1 | 3 | 7 | 2 | 2 | 3 | 4 | 1 | 3 | 1 | 3 | 0 | 5 | Manager | 23,974 |
261 | 38 | 0 | 3 | 8 | 2 | 2 | 2 | 4 | 1 | 3 | 0 | 4 | 0 | 5 | Manager | 20,249 |
4,223 | 32 | 1 | 1 | 12 | 1 | 2 | 3 | 4 | 0 | 3 | 1 | 2 | 1 | 4 | Executive | 23,499 |
243 | 40 | 1 | 1 | 30 | 1 | 2 | 3 | 3 | 1 | 3 | 1 | 2 | 0 | 3 | Manager | 18,319 |
3,533 | 38 | 1 | 1 | 20 | 3 | 2 | 3 | 4 | 1 | 3 | 1 | 3 | 0 | 1 | Manager | 22,963 |
228 | 35 | 0 | 3 | 6 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 2 | 0 | 5 | Senior Manager | 23,789 |
1,110 | 35 | 1 | 1 | 8 | 2 | 1 | 3 | 3 | 0 | 5 | 1 | 2 | 1 | 1 | Executive | 17,074 |
4,350 | 34 | 1 | 1 | 17 | 3 | 2 | 3 | 6 | 0 | 3 | 1 | 2 | 0 | 5 | Executive | 22,086 |
3,870 | 33 | 1 | 1 | 36 | 2 | 1 | 3 | 5 | 0 | 4 | 3 | 3 | 0 | 3 | Executive | 21,515 |
87 | 51 | 1 | 1 | 15 | 2 | 2 | 3 | 3 | 0 | 3 | 0 | 4 | 0 | 3 | Executive | 17,075 |
1,365 | 29 | 0 | 3 | 30 | 1 | 2 | 2 | 1 | 0 | 5 | 2 | 2 | 0 | 3 | Executive | 16,091 |
378 | 34 | 0 | 3 | 25 | 3 | 2 | 3 | 2 | 1 | 3 | 2 | 1 | 1 | 2 | Manager | 20,304 |
2,522 | 38 | 1 | 1 | 14 | 3 | 2 | 2 | 4 | 3 | 3 | 2 | 6 | 0 | 2 | Senior Manager | 32,342 |
209 | 46 | 1 | 1 | 6 | 3 | 2 | 3 | 3 | 3 | 5 | 1 | 1 | 0 | 2 | Senior Manager | 24,396 |
510 | 54 | 1 | 2 | 25 | 3 | 2 | 2 | 3 | 3 | 4 | 0 | 3 | 0 | 3 | Senior Manager | 25,725 |
2,022 | 56 | 1 | 1 | 15 | 3 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 0 | 4 | AVP | 26,103 |
385 | 30 | 0 | 1 | 10 | 1 | 2 | 2 | 3 | 0 | 3 | 2 | 19 | 1 | 4 | Executive | 17,285 |
1,386 | 26 | 1 | 1 | 6 | 3 | 2 | 3 | 3 | 0 | 5 | 2 | 1 | 0 | 5 | Executive | 17,867 |
2,060 | 33 | 1 | 1 | 13 | 3 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 0 | 4 | Senior Manager | 26,691 |
1,946 | 24 | 1 | 1 | 23 | 2 | 2 | 3 | 4 | 0 | 4 | 1 | 2 | 0 | 3 | Executive | 17,127 |
3,768 | 30 | 1 | 1 | 36 | 2 | 2 | 4 | 6 | 1 | 3 | 1 | 2 | 0 | 5 | Manager | 25,062 |
1,253 | 33 | 0 | 3 | 8 | 3 | 1 | 3 | 3 | 1 | 4 | 2 | 1 | 0 | 1 | Manager | 20,147 |
2,230 | 53 | 0 | 3 | 8 | 3 | 1 | 2 | 4 | 3 | 4 | 1 | 3 | 0 | 1 | Senior Manager | 22,525 |
3,514 | 29 | 0 | 3 | 14 | 2 | 2 | 3 | 4 | 1 | 5 | 3 | 2 | 0 | 3 | Manager | 23,576 |
1,372 | 39 | 1 | 1 | 15 | 3 | 2 | 2 | 3 | 1 | 5 | 1 | 2 | 0 | 4 | Manager | 20,151 |
4,366 | 46 | 1 | 3 | 9 | 2 | 2 | 4 | 4 | 1 | 4 | 1 | 2 | 0 | 5 | Manager | 23,483 |
2,466 | 35 | 1 | 1 | 14 | 2 | 1 | 3 | 4 | 3 | 4 | 2 | 2 | 0 | 3 | Senior Manager | 30,672 |
4,073 | 35 | 0 | 3 | 9 | 3 | 1 | 4 | 4 | 0 | 3 | 1 | 8 | 0 | 5 | Executive | 20,909 |
4,596 | 33 | 0 | 1 | 7 | 2 | 1 | 4 | 5 | 0 | 4 | 1 | 8 | 0 | 3 | Executive | 21,010 |
2,373 | 29 | 0 | 1 | 16 | 2 | 1 | 2 | 4 | 0 | 3 | 3 | 2 | 0 | 4 | Executive | 21,623 |
1,916 | 41 | 0 | 3 | 16 | 2 | 2 | 2 | 3 | 1 | 3 | 2 | 1 | 0 | 1 | Manager | 21,230 |
3,268 | 43 | 1 | 1 | 36 | 3 | 2 | 3 | 6 | 1 | 3 | 3 | 6 | 0 | 3 | Manager | 22,950 |
4,329 | 35 | 0 | 3 | 13 | 3 | 1 | 3 | 6 | 0 | 3 | 1 | 2 | 0 | 4 | Executive | 21,029 |
1,685 | 41 | 1 | 3 | 12 | 2 | 1 | 3 | 3 | 3 | 3 | 2 | 4 | 1 | 1 | Senior Manager | 28,591 |
694 | 33 | 1 | 1 | 6 | 2 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 0 | 4 | Manager | 21,949 |
837 | 40 | 0 | 1 | 15 | 3 | 0 | 2 | 3 | 3 | 3 | 3 | 1 | 0 | 4 | Senior Manager | 28,499 |
1,852 | 26 | 0 | 1 | 9 | 1 | 2 | 3 | 3 | 0 | 5 | 2 | 1 | 0 | 3 | Executive | 18,102 |
1,712 | 41 | 1 | 1 | 25 | 2 | 2 | 2 | 3 | 1 | 5 | 1 | 3 | 0 | 1 | Manager | 18,072 |
222 | 37 | 0 | 1 | 17 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 2 | 1 | 3 | Senior Manager | 27,185 |
2,145 | 31 | 1 | 3 | 13 | 2 | 2 | 2 | 4 | 0 | 3 | 1 | 4 | 0 | 4 | Executive | 17,329 |
4,867 | 45 | 1 | 3 | 8 | 2 | 2 | 3 | 6 | 1 | 4 | 2 | 8 | 0 | 3 | Manager | 21,040 |
514 | 33 | 0 | 1 | 9 | 2 | 2 | 3 | 3 | 0 | 5 | 2 | 2 | 1 | 5 | Executive | 18,348 |
2,795 | 33 | 1 | 1 | 9 | 3 | 1 | 4 | 4 | 0 | 4 | 0 | 3 | 0 | 4 | Executive | 21,048 |
1,074 | 33 | 1 | 1 | 14 | 2 | 2 | 3 | 3 | 1 | 3 | 3 | 3 | 1 | 3 | Manager | 21,388 |
402 | 30 | 1 | 3 | 18 | 1 | 1 | 2 | 3 | 1 | 3 | 3 | 1 | 0 | 2 | Manager | 21,577 |
547 | 42 | 0 | 1 | 25 | 3 | 2 | 2 | 2 | 0 | 3 | 1 | 7 | 1 | 3 | Executive | 17,759 |
1,899 | 46 | 1 | 1 | 8 | 2 | 2 | 2 | 3 | 4 | 3 | 1 | 7 | 0 | 5 | AVP | 32,861 |
4,656 | 51 | 1 | 1 | 16 | 2 | 2 | 4 | 4 | 0 | 3 | 1 | 6 | 0 | 5 | Executive | 21,058 |
1,880 | 30 | 1 | 1 | 8 | 2 | 1 | 2 | 5 | 1 | 3 | 2 | 3 | 0 | 1 | Manager | 21,091 |
2,742 | 37 | 0 | 1 | 25 | 2 | 2 | 3 | 3 | 0 | 3 | 0 | 6 | 0 | 5 | Executive | 22,366 |
1,323 | 28 | 0 | 2 | 6 | 2 | 2 | 2 | 3 | 0 | 3 | 1 | 2 | 0 | 4 | Executive | 17,706 |
1,357 | 42 | 1 | 1 | 12 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 0 | 3 | Senior Manager | 28,348 |
617 | 44 | 1 | 1 | 10 | 3 | 2 | 2 | 3 | 1 | 4 | 2 | 1 | 0 | 2 | Manager | 20,933 |
3,637 | 39 | 0 | 1 | 9 | 3 | 1 | 3 | 5 | 0 | 4 | 2 | 3 | 0 | 1 | Executive | 21,118 |
253 | 42 | 1 | 1 | 23 | 2 | 1 | 2 | 2 | 1 | 5 | 3 | 4 | 1 | 2 | Manager | 21,545 |
2,223 | 39 | 0 | 1 | 28 | 3 | 0 | 2 | 3 | 3 | 5 | 3 | 2 | 1 | 5 | Senior Manager | 25,880 |
944 | 28 | 0 | 1 | 6 | 2 | 1 | 2 | 5 | 1 | 3 | 0 | 1 | 0 | 3 | Manager | 21,674 |
2,079 | 43 | 1 | 1 | 20 | 2 | 2 | 3 | 3 | 4 | 5 | 1 | 7 | 0 | 5 | AVP | 32,159 |
3,372 | 45 | 1 | 1 | 22 | 3 | 1 | 4 | 4 | 3 | 3 | 0 | 3 | 0 | 3 | Senior Manager | 26,656 |
4,382 | 53 | 1 | 1 | 13 | 1 | 2 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 4 | Manager | 24,255 |
4,062 | 42 | 1 | 1 | 16 | 2 | 2 | 4 | 4 | 0 | 5 | 1 | 4 | 0 | 1 | Executive | 20,916 |
9 | 36 | 1 | 1 | 33 | 3 | 2 | 3 | 3 | 1 | 3 | 0 | 7 | 0 | 3 | Manager | 20,237 |
3,259 | 22 | 1 | 1 | 7 | 1 | 1 | 4 | 5 | 0 | 4 | 2 | 3 | 1 | 5 | Executive | 20,748 |
2,664 | 37 | 1 | 1 | 12 | 2 | 2 | 4 | 4 | 1 | 4 | 3 | 2 | 0 | 2 | Manager | 24,592 |
3,501 | 30 | 0 | 3 | 20 | 1 | 0 | 3 | 4 | 1 | 4 | 3 | 7 | 0 | 3 | Manager | 24,443 |
3,967 | 36 | 0 | 1 | 18 | 3 | 2 | 4 | 5 | 3 | 5 | 1 | 4 | 1 | 5 | Senior Manager | 28,562 |
186 | 40 | 1 | 1 | 10 | 3 | 1 | 2 | 3 | 2 | 3 | 0 | 2 | 0 | 5 | VP | 34,033 |
136 | 51 | 0 | 1 | 14 | 2 | 2 | 2 | 5 | 3 | 3 | 3 | 3 | 0 | 2 | Senior Manager | 25,650 |
3,835 | 39 | 1 | 3 | 7 | 2 | 2 | 3 | 5 | 0 | 5 | 3 | 6 | 0 | 3 | Executive | 21,536 |
390 | 43 | 1 | 1 | 18 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 2 | 0 | 3 | AVP | 29,336 |
40 | 35 | 1 | 1 | 10 | 2 | 2 | 3 | 3 | 0 | 3 | 1 | 2 | 0 | 4 | Executive | 16,951 |
2,695 | 40 | 0 | 1 | 9 | 1 | 1 | 4 | 4 | 3 | 3 | 2 | 2 | 0 | 2 | Senior Manager | 29,616 |
3,753 | 27 | 1 | 3 | 17 | 3 | 2 | 3 | 4 | 1 | 3 | 3 | 3 | 0 | 1 | Manager | 23,362 |
762 | 26 | 0 | 1 | 8 | 2 | 2 | 2 | 3 | 0 | 5 | 0 | 7 | 1 | 5 | Executive | 17,042 |
119 | 43 | 0 | 3 | 32 | 2 | 2 | 3 | 3 | 4 | 3 | 0 | 2 | 1 | 2 | AVP | 31,959 |
3,339 | 32 | 1 | 1 | 18 | 3 | 2 | 4 | 4 | 1 | 5 | 0 | 3 | 1 | 2 | Manager | 25,511 |
2,560 | 35 | 1 | 1 | 12 | 3 | 1 | 3 | 5 | 3 | 5 | 2 | 4 | 0 | 2 | Senior Manager | 30,309 |
4,135 | 34 | 1 | 1 | 11 | 3 | 1 | 3 | 5 | 0 | 4 | 1 | 8 | 0 | 4 | Executive | 21,300 |
1,016 | 31 | 1 | 1 | 14 | 2 | 1 | 2 | 4 | 0 | 4 | 2 | 2 | 0 | 4 | Executive | 16,261 |
4,748 | 35 | 1 | 3 | 16 | 2 | 1 | 4 | 4 | 1 | 3 | 1 | 3 | 0 | 1 | Manager | 24,392 |
4,865 | 42 | 0 | 3 | 16 | 2 | 2 | 3 | 6 | 4 | 3 | 1 | 2 | 0 | 5 | AVP | 24,829 |
2,030 | 34 | 1 | 1 | 14 | 2 | 1 | 2 | 3 | 1 | 5 | 1 | 4 | 0 | 5 | Manager | 20,121 |
2,680 | 34 | 1 | 1 | 9 | 2 | 1 | 3 | 4 | 0 | 5 | 0 | 2 | 0 | 3 | Executive | 21,385 |
22 | 34 | 1 | 1 | 13 | 2 | 0 | 2 | 3 | 3 | 4 | 3 | 1 | 0 | 3 | Senior Manager | 26,994 |
2,643 | 39 | 1 | 1 | 36 | 1 | 2 | 3 | 4 | 1 | 3 | 0 | 5 | 0 | 2 | Manager | 24,939 |
3,965 | 29 | 1 | 1 | 12 | 1 | 2 | 3 | 4 | 0 | 3 | 3 | 3 | 1 | 1 | Executive | 22,119 |
1,288 | 35 | 0 | 1 | 8 | 3 | 2 | 2 | 3 | 1 | 3 | 1 | 3 | 0 | 3 | Manager | 20,762 |
293 | 26 | 1 | 3 | 10 | 3 | 2 | 2 | 4 | 1 | 3 | 2 | 2 | 1 | 2 | Manager | 20,828 |
2,562 | 37 | 1 | 1 | 10 | 2 | 1 | 3 | 4 | 0 | 3 | 1 | 7 | 0 | 2 | Executive | 21,513 |
3,734 | 35 | 0 | 1 | 16 | 2 | 2 | 4 | 4 | 1 | 5 | 1 | 6 | 0 | 3 | Manager | 24,024 |
4,727 | 40 | 0 | 1 | 9 | 2 | 2 | 3 | 4 | 4 | 3 | 1 | 2 | 0 | 3 | AVP | 30,847 |
363 | 33 | 1 | 3 | 11 | 3 | 1 | 2 | 3 | 0 | 3 | 2 | 2 | 1 | 2 | Executive | 17,851 |
642 | 38 | 1 | 3 | 15 | 3 | 2 | 3 | 4 | 0 | 4 | 0 | 1 | 0 | 4 | Executive | 17,899 |
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