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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 6 new columns ({'nconst\tprimaryName\tgender\tgenderProbability\tbirthYear\tdeathYear\tprimaryProfession\tknownForTitles', '__index_level_3__', '__index_level_2__', '__index_level_1__', '__index_level_4__', '__index_level_0__'}) and 1 missing columns ({'teamsvecs-females-col-idx'}).
This happened while the csv dataset builder was generating data using
hf://datasets/fani-lab/OpeNTF/output/imdb/title.basics.tsv/name.basics.tsv.gender.tsv (at revision 0d9b4821e527941d2d9589ea5cbc3d9f57c54522), [/tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json.mt10.ts2/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json.mt10.ts2/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv.mt10.ts2/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv.mt10.ts2/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/name.basics.tsv.gender.tsv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/name.basics.tsv.gender.tsv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/toy.title.basics.tsv/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/toy.title.basics.tsv/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv.mt10.ts2/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv.mt10.ts2/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv/females.csv)]
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 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, 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
nconst primaryName gender genderProbability birthYear deathYear primaryProfession knownForTitles: string
__index_level_0__: string
__index_level_1__: string
__index_level_2__: string
__index_level_3__: string
__index_level_4__: string
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__", "__index_level_1__", "__' + 1198
to
{'teamsvecs-females-col-idx': Value('int64')}
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 1347, 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 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 6 new columns ({'nconst\tprimaryName\tgender\tgenderProbability\tbirthYear\tdeathYear\tprimaryProfession\tknownForTitles', '__index_level_3__', '__index_level_2__', '__index_level_1__', '__index_level_4__', '__index_level_0__'}) and 1 missing columns ({'teamsvecs-females-col-idx'}).
This happened while the csv dataset builder was generating data using
hf://datasets/fani-lab/OpeNTF/output/imdb/title.basics.tsv/name.basics.tsv.gender.tsv (at revision 0d9b4821e527941d2d9589ea5cbc3d9f57c54522), [/tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json.mt10.ts2/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json.mt10.ts2/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/dblp/dblp.v12.json/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv.mt10.ts2/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv.mt10.ts2/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/name.basics.tsv.gender.tsv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/title.basics.tsv/name.basics.tsv.gender.tsv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/toy.title.basics.tsv/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/imdb/toy.title.basics.tsv/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv.mt10.ts2/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv.mt10.ts2/females.csv), /tmp/hf-datasets-cache/medium/datasets/31610405122221-config-parquet-and-info-fani-lab-OpeNTF-0fe3989e/hub/datasets--fani-lab--OpeNTF/snapshots/0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv/females.csv (origin=hf://datasets/fani-lab/OpeNTF@0d9b4821e527941d2d9589ea5cbc3d9f57c54522/output/uspt/patent.tsv/females.csv)]
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.
teamsvecs-females-col-idx int64 |
|---|
12 |
21 |
30 |
82 |
89 |
111 |
116 |
123 |
150 |
159 |
178 |
179 |
193 |
221 |
223 |
225 |
226 |
243 |
248 |
279 |
296 |
312 |
320 |
342 |
354 |
355 |
361 |
363 |
373 |
379 |
386 |
404 |
409 |
412 |
449 |
455 |
468 |
495 |
497 |
567 |
571 |
592 |
619 |
620 |
630 |
637 |
641 |
649 |
653 |
666 |
676 |
685 |
724 |
727 |
739 |
752 |
762 |
787 |
789 |
817 |
855 |
905 |
907 |
918 |
926 |
937 |
938 |
952 |
971 |
1,010 |
1,023 |
1,036 |
1,093 |
1,102 |
1,169 |
1,170 |
1,183 |
1,187 |
1,226 |
1,228 |
1,232 |
1,251 |
1,295 |
1,315 |
1,352 |
1,354 |
1,424 |
1,428 |
1,439 |
1,441 |
1,444 |
1,498 |
1,554 |
1,559 |
1,560 |
1,572 |
1,604 |
1,638 |
1,640 |
1,676 |
End of preview.
File Structure
- each training set will have it's own
teamsvecs.pklfile that can be accessed through the following file path: - the file structure is identical to that in the OpeNTF github repository
\---output
| \---{domain} # e.g. dblp
| \---{training dataset} # e.g. toy.dblp.v12.json
| teamsvecs.pkl
Teamsvecs Structure
Teamsvecs.pkl
{
'skill': {spare matrix of n_teams x n_skills},
'member': {sparse matrix of n_teams x n_members},
'loc': {sparse matrix of n_teams x n_locs} // optional
}
skill
- every team in the entire dataset is represented as a row
- every skill in the entire dataset is represented as a column
- each row represents the skills that everyone on the team possesses
member
- every team in the entire dataset is represented as a row
- every member in the entire dataset is represented as a column
- each row represents all the members for a the given team
loc
- every geolocation in the entire dataset is represented as a row
- every skill in the entire dataset is represented as a column
- each row represents all the geolocations for a given team
- NOTE: will be set to
Noneif the dataset does not include geolocation
Full Sparse Matrix
- the three sparse matrices from above can be aligned side by side to form a sparse matrix of
n_teams x (n_skills + n_members + n_locs)
Example
- team 1 includes members m1 and m2, skills of s2 and s4, and has the geolocation of l2.
- team 2 includes members m2 and m3, skills of s1 and s2, and has the geolocation of l1.
| s1 | s2 | s3 | s4 | m1 | m2 | m3 | l1 | l2 |
|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 |
| 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 |
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