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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 4 new columns ({'algorithm', 'id_news1', 'id_news2', 'similarity_score'}) and 14 missing columns ({'__index_level_3__', '__index_level_2__', ' numofdays', '__index_level_9__', '__index_level_0__', '__index_level_4__', '__index_level_8__', ' configurations', 'id', '__index_level_6__', ' name', '__index_level_7__', '__index_level_5__', '__index_level_1__'}).
This happened while the csv dataset builder was generating data using
hf://datasets/frollo/ItalianCrimeNews/duplicate.csv (at revision 49e7bd1793ccc082c3fd25ac50ade795870f22ff)
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
id_news1: int64
id_news2: int64
algorithm: int64
similarity_score: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 735
to
{'id': Value(dtype='string', id=None), ' name': Value(dtype='string', id=None), ' numofdays': Value(dtype='string', id=None), ' configurations': Value(dtype='string', id=None), '__index_level_0__': Value(dtype='int64', id=None), '__index_level_1__': Value(dtype='string', id=None), '__index_level_2__': Value(dtype='int64', id=None), '__index_level_3__': Value(dtype='string', id=None), '__index_level_4__': Value(dtype='string', id=None), '__index_level_5__': Value(dtype='string', id=None), '__index_level_6__': Value(dtype='string', id=None), '__index_level_7__': Value(dtype='string', id=None), '__index_level_8__': Value(dtype='string', id=None), '__index_level_9__': 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 1321, 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 935, 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 4 new columns ({'algorithm', 'id_news1', 'id_news2', 'similarity_score'}) and 14 missing columns ({'__index_level_3__', '__index_level_2__', ' numofdays', '__index_level_9__', '__index_level_0__', '__index_level_4__', '__index_level_8__', ' configurations', 'id', '__index_level_6__', ' name', '__index_level_7__', '__index_level_5__', '__index_level_1__'}).
This happened while the csv dataset builder was generating data using
hf://datasets/frollo/ItalianCrimeNews/duplicate.csv (at revision 49e7bd1793ccc082c3fd25ac50ade795870f22ff)
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? Open a discussion for direct support.
id
string | name
string | numofdays
string | configurations
string | __index_level_0__
int64 | __index_level_1__
string | __index_level_2__
int64 | __index_level_3__
string | __index_level_4__
string | __index_level_5__
string | __index_level_6__
string | __index_level_7__
string | __index_level_8__
string | __index_level_9__
string | id_news1
int64 | id_news2
int64 | algorithm
int64 | similarity_score
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
"score": [{"same municipality":0.025} | {"same day":0.03} | {"one day of difference":0.015}] | "threshold": 0.7}" | 1 | "Cosine similarity" | 3 | "{ "description": "news with sub-title" | "k-shingle size": [{"title":2} | {"sub-title":2} | {"text":3}] | "weights": [{"title":1} | {"sub-title":1.25} | {"text":4}] | null | null | null | null |
{"one day of difference":0.015}] | "threshold": 0.7}" | null | null | 2 | "Cosine similarity" | 3 | "{ "description": "news without sub-title" | "k-shingle size": [{"title":2} | {"text":3}] | "weights": [{"title":1} | {"text":4}] | "score": [{"same municipality":0.025} | {"same day":0.03} | null | null | null | null |
{"same day":0.03} | {"one day of difference":0.015}] | "threshold": 0.7}" | null | 3 | "Cosine similarity" | 5 | "{ "description": "filter: same event_date or window on publication_date; same municipality or no municipality; same crime category" | "k-shingle size": [{"title":2} | {"text":3}] | "weights": [{"title":1} | {"sub-title":1.25} | {"text":4}] | "score": [{"same municipality":0.025} | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 305 | 309 | 2 | 0.839102 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 363 | 366 | 2 | 0.963142 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 424 | 426 | 2 | 0.818271 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 460 | 463 | 2 | 0.876163 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 484 | 485 | 2 | 0.94161 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 508 | 510 | 2 | 0.810422 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 710 | 713 | 2 | 0.912329 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 896 | 898 | 1 | 0.831673 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 6,337 | 6,339 | 1 | 0.803687 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,081 | 1,083 | 2 | 0.843051 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,118 | 1,120 | 2 | 0.802233 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,388 | 1,401 | 2 | 0.923451 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,524 | 1,529 | 2 | 0.834161 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,095 | 2,103 | 1 | 1 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,532 | 2,534 | 1 | 0.855392 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,572 | 2,575 | 1 | 0.837067 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,620 | 2,621 | 1 | 0.809017 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,032 | 3,044 | 1 | 0.87144 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,435 | 3,438 | 1 | 0.862232 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,809 | 3,810 | 1 | 1 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,871 | 3,874 | 1 | 0.960009 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,127 | 4,132 | 1 | 0.83425 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,348 | 4,349 | 1 | 1 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,357 | 4,366 | 1 | 0.843271 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,545 | 4,566 | 1 | 0.835295 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,623 | 4,633 | 1 | 0.813222 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,666 | 4,670 | 1 | 0.939895 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,914 | 4,917 | 1 | 0.826963 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,957 | 4,958 | 1 | 1 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 5,049 | 5,067 | 1 | 1 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 5,301 | 5,309 | 1 | 0.881333 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 5,462 | 5,465 | 1 | 0.866943 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 6,558 | 6,559 | 1 | 1 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7,692 | 7,693 | 1 | 0.807415 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7,801 | 7,803 | 1 | 0.847843 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8,234 | 8,237 | 1 | 0.844971 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8,364 | 8,366 | 1 | 0.811025 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8,389 | 8,391 | 1 | 0.877825 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8,542 | 8,543 | 1 | 0.829307 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8,866 | 8,868 | 1 | 0.848229 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9,052 | 9,053 | 1 | 0.815795 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9,580 | 9,582 | 1 | 0.83107 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9,858 | 9,868 | 1 | 0.868055 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9,885 | 9,888 | 1 | 0.946157 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9,984 | 9,986 | 1 | 0.852052 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10,181 | 10,189 | 1 | 0.848216 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10,346 | 10,350 | 1 | 0.838785 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10,484 | 10,485 | 1 | 0.814623 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10,692 | 10,694 | 1 | 0.830065 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10,894 | 10,903 | 1 | 0.814573 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,063 | 11,065 | 1 | 0.938072 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,210 | 11,214 | 1 | 0.969505 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 426,982 | 426,983 | 2 | 0.882465 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,345 | 11,347 | 1 | 0.911738 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,421 | 11,423 | 1 | 0.95944 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,548 | 11,550 | 1 | 0.887137 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,636 | 11,638 | 1 | 0.906795 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,652 | 11,654 | 1 | 0.834069 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11,906 | 11,910 | 1 | 0.818405 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 12,220 | 12,222 | 1 | 0.87231 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 94,933 | 94,934 | 2 | 0.878716 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 158,558 | 158,560 | 2 | 0.880592 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 223,033 | 223,034 | 2 | 0.811506 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 224,289 | 224,295 | 1 | 0.858532 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 224,557 | 224,561 | 2 | 0.886031 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 224,631 | 224,633 | 1 | 0.922225 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 255,364 | 255,366 | 1 | 0.83254 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 255,510 | 255,512 | 1 | 0.821962 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 269,014 | 273,297 | 1 | 0.807329 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 273,411 | 273,413 | 2 | 0.852663 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 273,967 | 273,969 | 2 | 0.950178 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 300,832 | 300,834 | 1 | 0.8138 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 300,932 | 300,944 | 1 | 0.863729 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 358,604 | 358,607 | 2 | 0.822625 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 386,903 | 386,905 | 1 | 0.804755 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 396,719 | 396,721 | 1 | 0.808137 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 426,941 | 426,942 | 1 | 0.80273 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,042,430 | 1,042,432 | 1 | 0.867639 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,076,335 | 1,076,337 | 1 | 0.870563 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,076,363 | 1,076,365 | 1 | 0.838235 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,200,842 | 2,207,673 | 1 | 0.706123 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,793,757 | 1,807,261 | 2 | 0.808312 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,770,149 | 2,776,929 | 2 | 0.703402 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,685,541 | 3,707,277 | 1 | 0.730303 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,864,298 | 2,877,850 | 1 | 0.737455 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,870,974 | 2,877,823 | 2 | 0.71012 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,870,976 | 2,877,822 | 2 | 0.808526 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,103,348 | 4,103,350 | 1 | 0.712799 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,736,309 | 2,743,072 | 1 | 0.754048 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,348,625 | 3,375,922 | 2 | 0.706741 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,605,469 | 3,612,773 | 1 | 0.720966 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,606,580 | 3,613,885 | 2 | 0.826018 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,988,623 | 2,995,517 | 2 | 0.710963 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2,763,395 | 2,783,717 | 2 | 0.714168 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 97 | 99 | 2 | 0.70856 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 99 | 158,574 | 1 | 0.727224 |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3,502,996 | 3,509,934 | 2 | 0.708954 |
End of preview.