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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)
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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[
0.05193334617777784,
-0.27277154827159333,
-0.960676121285575
],
[
-0.9534497797833278,
-0.2996799615610084,
0.0335475493876399
]
] | [
[
-0.2970462000866241,
0.05193334617777784,
-0.9534497797833278
],
[
0.9142141997870687,
-0.27277154827159333,
-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 | [
[
0.03999999910593033,
-0.1899999976158142,
0.9800000190734863
],
[
0.4000000059604645,
-0.8999999761581421,
-0.1899999976158142
],
[
0.9100000262260437,
0.4000000059604645,
0.03999999910593033
]
] | [
[
0.03999999910593033,
0.4000000059604645,
0.9100000262260437
],
[
-0.1899999976158142,
-0.8999999761581421,
0.4000000059604645
],
[
0.9800000190734863,
-0.1899999976158142,
0.03999999910593033
]
] | [
0.03999999910593033,
-0.1899999976158142,
0.9800000190734863,
0.4000000059604645,
-0.8999999761581421,
-0.1899999976158142
] | [
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 |
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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