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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 ({'num_faces', 'unit_circle_radius', 'embossing_distance', 'embossing'}) and 6 missing columns ({'radius', 'initial_psi', 'n_plane', 'height', 'n_latitude', 'n_longitude'}).
This happened while the json dataset builder was generating data using
zip://info/combined_0000001.json::/tmp/hf-datasets-cache/medium/datasets/37105604233772-config-parquet-and-info-sebius-pbflbm-part-orient-d7c07c8f/hub/datasets--sebius--pbflbm-part-orientation/snapshots/79cd8a622c0f0ae71e5e047e04854c96330e9ca6/combined_40000.zip
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 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
num_faces: int64
unit_circle_radius: int64
embossing: string
embossing_distance: int64
phi: int64
theta: int64
psi: int64
num_triangles: int64
num_vertices: int64
target_rotational_matrix: list<item: list<item: double>>
child 0, item: list<item: double>
child 0, item: double
target_rotational_matrix_transpose: list<item: list<item: double>>
child 0, item: list<item: double>
child 0, item: double
target_rotation_6d: list<item: double>
child 0, item: double
target_quaternion: list<item: double>
child 0, item: double
to
{'height': Value(dtype='int64', id=None), 'radius': Value(dtype='int64', id=None), 'n_longitude': Value(dtype='int64', id=None), 'n_latitude': Value(dtype='int64', id=None), 'n_plane': Value(dtype='int64', id=None), 'initial_psi': Value(dtype='int64', id=None), 'phi': Value(dtype='int64', id=None), 'theta': Value(dtype='int64', id=None), 'psi': Value(dtype='int64', id=None), 'num_triangles': Value(dtype='int64', id=None), 'num_vertices': Value(dtype='int64', id=None), 'target_rotational_matrix': Sequence(feature=Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), length=-1, id=None), 'target_rotational_matrix_transpose': Sequence(feature=Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), length=-1, id=None), 'target_rotation_6d': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), 'target_quaternion': Sequence(feature=Value(dtype='float64', id=None), length=-1, 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 1417, 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 1049, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 ({'num_faces', 'unit_circle_radius', 'embossing_distance', 'embossing'}) and 6 missing columns ({'radius', 'initial_psi', 'n_plane', 'height', 'n_latitude', 'n_longitude'}).
This happened while the json dataset builder was generating data using
zip://info/combined_0000001.json::/tmp/hf-datasets-cache/medium/datasets/37105604233772-config-parquet-and-info-sebius-pbflbm-part-orient-d7c07c8f/hub/datasets--sebius--pbflbm-part-orientation/snapshots/79cd8a622c0f0ae71e5e047e04854c96330e9ca6/combined_40000.zip
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.
height
int64 | radius
int64 | n_longitude
int64 | n_latitude
int64 | n_plane
int64 | initial_psi
int64 | phi
int64 | theta
int64 | psi
int64 | num_triangles
int64 | num_vertices
int64 | target_rotational_matrix
sequence | target_rotational_matrix_transpose
sequence | target_rotation_6d
sequence | target_quaternion
sequence | num_faces
int64 | unit_circle_radius
int64 | embossing
string | embossing_distance
int64 | r1
int64 | alpha1
int64 | offset1
int64 | r2
int64 | alpha2
int64 | offset2
int64 | primitive
string | measure1
int64 | measure2
int64 | measure3
int64 | n_measure1
int64 | n_measure2
int64 | n_measure3
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 48 | 9 | 7 | 7 | 177 | 19 | 321 | 258 | 36 | 20 | [
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null | null | null | null | null | null | 55 | 22 | 42 | 1,316 | 660 | [
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null | null | null | null | null | null | 6 | 3 | 15 | 1,316 | 660 | [
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null | null | null | null | null | null | 11 | 14 | 81 | 13,856 | 6,926 | [
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null | null | null | null | null | null | 63 | 18 | 79 | 1,288 | 646 | [
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null | null | null | null | null | null | 4 | 60 | 25 | 3,064 | 1,534 | [
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[
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] | [
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] | 12 | 90 | Materialise | 9 | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | 60 | 80 | 20 | 7,804 | 3,900 | [
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[
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]
] | null | [
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] | null | null | null | null | 5 | 41 | -8 | 7 | 10 | 8 | box | 149 | 199 | 85 | 19 | 22 | 15 |
null | null | null | null | null | null | 18 | 74 | 36 | 12,936 | 6,466 | [
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[
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null | null | null | null | null | null | 3 | 86 | 28 | 1,288 | 646 | [
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] | [
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] | [
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null | null | null | null | null | null | 8 | 61 | 64 | 904 | 452 | [
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[
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null | null | null | null | null | null | 4 | 66 | 31 | 1,316 | 660 | [
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[
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] | 12 | 61 | Berlin | 8 | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | 70 | 13 | 57 | 8,388 | 4,192 | [
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null | null | null | null | null | null | 20 | 88 | 51 | 3,060 | 1,532 | [
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] | [
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null | null | null | null | null | null | 37 | 64 | 40 | 3,064 | 1,534 | [
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] | [
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] | 12 | 91 | Materialise | -8 | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | 71 | 84 | 80 | 668 | 334 | [
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[
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] | [
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] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | 48 | 26 | 65 | 3,036 | 1,520 | [
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-0.5583193302154541,
0.09073030203580856,
0.7943309545516968
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
84 | 42 | 8 | 5 | 8 | 264 | 88 | 344 | 252 | 64 | 34 | [
[
-0.2970462000866241,
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-0.275637355816999
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[
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-0.960676121285575
],
[
-0.9534497797833278,
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[
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-0.2996799615610084
],
[
-0.275637355816999,
-0.960676121285575,
0.0335475493876399
]
] | [
-0.2970462143421173,
0.9142141938209534,
-0.27563735842704773,
0.05193334445357323,
-0.27277153730392456,
-0.9606761336326599
] | [
-0.3404885530471802,
-0.48532921075820923,
-0.49767637252807617,
0.6331202983856201
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | 78 | 79 | 78 | 212 | 108 | [
[
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[
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],
[
0.9100000262260437,
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[
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[
0.9800000190734863,
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] | [
0.03999999910593033,
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0.9800000190734863,
0.4000000059604645,
-0.8999999761581421,
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] | [
0.21401549642247633,
0.6892024332803357,
0.07617500976640922,
0.6855750770872443
] | 20 | 72 | LLLLLLLL | 7 | null | null | null | null | null | null | null | null | null | null | null | null | null |
End of preview.
Dataset Structure
The following directory structure is consistent across all datasets. Each geometry is assigned an unique identifier: {dataset_name}_00000000 where {dataset_name} is the name of the dataset and 00000000 is an 8-digit number starting from zero.
Each dataset has two main folders: info and stl. The info folder contains metadata about each geometry in JSON format, including geometric parameters, random rotation applied to the geometry, reverse transformation (label) in various mathematical definitions. The stl folder is divided into three subfolders containing training, validation, and test data in STL format.
{dataset_name}_{number_of_samples}/
|--- info
| |--- {dataset_name}_00000000.json
| |--- {dataset_name}_00000001.json
|--- stl
| |--- test
| | |--- {dataset_name}_00000000.stl
| | |--- {dataset_name}_00000001.stl
| | ...
| |--- train
| | ...
| |--- validation
| | ...
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