Datasets:

Lyleregenwetter
/

BikeBench

License:

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train

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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 ({'drag'}) and 11 missing columns ({'lower_leg', 'neck_and_head_length', 'upper_leg', 'arm_length', 'torso_width', 'hand_x', 'hand_y', 'hip_y', 'torso_length', 'crank_length', 'hip_x'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Lyleregenwetter/BikeBench/Predictive_Modeling_Datasets/aero_Y_train.csv (at revision 87780c7d0be4b513707c62e49fc192f99029ec13), ['hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/aero_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/aero_Y_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/aesthetics_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/structure_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/structure_Y_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/usability_cont_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/validity_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/validity_Y_train.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 674, 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
              Unnamed: 0: int64
              drag: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 488
              to
              {'Unnamed: 0': Value('int64'), 'hand_x': Value('float64'), 'hand_y': Value('float64'), 'hip_x': Value('float64'), 'hip_y': Value('float64'), 'crank_length': Value('float64'), 'upper_leg': Value('float64'), 'lower_leg': Value('float64'), 'arm_length': Value('float64'), 'torso_length': Value('float64'), 'neck_and_head_length': Value('float64'), 'torso_width': 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 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                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 1 new columns ({'drag'}) and 11 missing columns ({'lower_leg', 'neck_and_head_length', 'upper_leg', 'arm_length', 'torso_width', 'hand_x', 'hand_y', 'hip_y', 'torso_length', 'crank_length', 'hip_x'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Lyleregenwetter/BikeBench/Predictive_Modeling_Datasets/aero_Y_train.csv (at revision 87780c7d0be4b513707c62e49fc192f99029ec13), ['hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/aero_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/aero_Y_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/aesthetics_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/structure_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/structure_Y_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/usability_cont_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/validity_X_train.csv', 'hf://datasets/Lyleregenwetter/BikeBench@87780c7d0be4b513707c62e49fc192f99029ec13/Predictive_Modeling_Datasets/validity_Y_train.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)

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Unnamed: 0 int64	hand_x float64	hand_y float64	hip_x float64	hip_y float64	crank_length float64	upper_leg float64	lower_leg float64	arm_length float64	torso_length float64	neck_and_head_length float64	torso_width float64
1,161	0.53959	0.536453	0.427	0.681	0.175	0.457742	0.533926	0.687155	0.535995	0.288442	0.338117
2,355	0.471688	0.475275	0.426	0.681	0.173	0.385622	0.547221	0.648593	0.525186	0.302046	0.30212
1,831	0.435	0.489	0.442	0.343	0.173	0.388114	0.497758	0.705805	0.496954	0.287635	0.364465
156	0.383192	0.671496	0.346	0.367	0.173	0.412393	0.518318	0.694971	0.571948	0.329807	0.304491
195	0.532379	0.50407	0.401	0.65	0.17	0.371987	0.512847	0.614458	0.562886	0.297272	0.325182
616	0.49592	0.39676	0.375	0.593	0.152	0.401328	0.478914	0.639272	0.557217	0.305367	0.336876
2,812	0.533357	0.642893	0.436465	0.630991	0.17919	0.429185	0.533432	0.618859	0.567757	0.297765	0.33852
3,069	0.347067	0.636986	0.526316	0.612212	0.177075	0.411533	0.478469	0.660006	0.491794	0.2925	0.343932
2,223	0.482256	0.42768	0.402	0.639	0.173	0.474495	0.545005	0.63131	0.48835	0.307695	0.349713
5	0.475349	0.609648	0.3963	0.7062	0.17	0.444382	0.499335	0.664175	0.508205	0.33136	0.383176
1,128	0.53992	0.47276	0.377	0.625	0.175	0.377794	0.53354	0.676973	0.488605	0.326268	0.342195
2,983	0.646078	0.667987	0.485933	0.602707	0.159465	0.371934	0.546989	0.597778	0.540234	0.281646	0.369549
3,488	0.429789	0.411681	0.485844	0.585663	0.170371	0.390457	0.526705	0.653878	0.49064	0.292958	0.326811
3,819	0.467968	0.579722	0.423408	0.722111	0.161584	0.439897	0.50829	0.645357	0.513938	0.301513	0.371745
2,543	0.608526	0.541114	0.37136	0.691148	0.184045	0.357567	0.546913	0.684573	0.507241	0.323773	0.378561
3,403	0.488915	0.630448	0.361773	0.622747	0.183028	0.408608	0.496091	0.65583	0.547987	0.311586	0.309278
3,411	0.400295	0.694438	0.392786	0.530905	0.159127	0.404386	0.504622	0.610013	0.526483	0.288673	0.352912
1,397	0.63544	0.521845	0.366	0.698	0.173	0.432758	0.534612	0.651381	0.533367	0.315541	0.363804
1,742	0.525997	0.430231	0.417	0.684	0.173	0.402895	0.526285	0.648944	0.499352	0.298175	0.386531
369	0.52392	0.44076	0.378	0.662	0.165	0.389455	0.486815	0.643986	0.547805	0.324957	0.364903
104	0.436167	0.663993	0.3284	0.4051	0.175	0.376113	0.511852	0.670678	0.520725	0.328391	0.310209
982	0.597	0.632	0.364	0.699	0.165	0.407149	0.484902	0.657422	0.555559	0.320298	0.3129
1,824	0.489318	0.656529	0.415	0.685	0.175	0.384578	0.508423	0.63346	0.517737	0.312478	0.322722
1,362	0.521296	0.527283	0.409	0.668	0.173	0.386166	0.549779	0.65365	0.521316	0.298097	0.340079
1,077	0.52892	0.51576	0.398	0.69	0.173	0.3946	0.50762	0.600118	0.516836	0.294809	0.337113
1,101	0.52092	0.46576	0.408	0.7	0.17	0.434824	0.514433	0.695056	0.541398	0.335176	0.356575
3,020	0.538009	0.419638	0.394136	0.651277	0.16643	0.419464	0.495377	0.660863	0.553488	0.302268	0.325127
1,367	0.586988	0.687721	0.407	0.687	0.173	0.416932	0.524163	0.637964	0.557849	0.300545	0.325733
2,627	0.480683	0.710739	0.410203	0.491811	0.178521	0.401883	0.569223	0.655214	0.550952	0.31376	0.326962
3,175	0.663285	0.63883	0.43018	0.607488	0.180903	0.330566	0.506447	0.656103	0.509131	0.342935	0.326007
3,216	0.369536	0.411464	0.402258	0.672528	0.17342	0.400837	0.534304	0.611237	0.497889	0.318146	0.365779
1,009	0.347	0.696	0.401	0.458	0.173	0.415829	0.528174	0.554597	0.536858	0.272347	0.294421
939	0.643103	0.595115	0.414	0.758	0.175	0.405571	0.57242	0.687456	0.516688	0.328246	0.391268
3,195	0.388996	0.44442	0.378374	0.491134	0.165062	0.38284	0.547928	0.582275	0.502782	0.287998	0.337182
3,541	0.4225	0.781845	0.394748	0.56434	0.185436	0.381582	0.496414	0.678211	0.502568	0.318497	0.341676
2,630	0.52551	0.45038	0.250909	0.593997	0.145093	0.425454	0.507093	0.640723	0.471813	0.288208	0.386884
2,531	0.410508	0.508422	0.411425	0.707605	0.168921	0.406827	0.555867	0.656352	0.581003	0.27839	0.302446
1,700	0.471	0.624	0.397	0.62	0.173	0.384134	0.47373	0.646786	0.467743	0.286007	0.384868
713	0.56492	0.44976	0.398	0.69	0.173	0.410188	0.542185	0.670746	0.550465	0.319843	0.39266
3,726	0.693719	0.525012	0.408212	0.638026	0.165451	0.372466	0.476206	0.670763	0.481383	0.316417	0.383106
1,261	0.553321	0.648856	0.418	0.684	0.173	0.373108	0.550306	0.662386	0.544672	0.341913	0.334473
2,382	0.627806	0.486923	0.401	0.689	0.175	0.410704	0.523878	0.625926	0.526607	0.291007	0.35243
1,687	0.317	0.588	0.402	0.639	0.165	0.380531	0.493337	0.657346	0.534896	0.289422	0.33539
1,420	0.124294	0.756279	0.694	0.564	0.173	0.377087	0.563215	0.604296	0.554797	0.273955	0.382486
361	0.52892	0.51576	0.398	0.69	0.173	0.437903	0.479625	0.59944	0.532098	0.331014	0.32736
1,358	0.489865	0.558041	0.3883	0.6799	0.17	0.332722	0.566386	0.595939	0.493272	0.301345	0.387298
2,101	0.56392	0.49276	0.434	0.705	0.173	0.404821	0.513327	0.663685	0.51737	0.287563	0.386747
1,332	0.459039	0.648884	0.435	0.691	0.175	0.445796	0.526653	0.669638	0.555901	0.263201	0.300493
779	0.52892	0.51576	0.378	0.62	0.173	0.38817	0.496464	0.610799	0.509654	0.301531	0.33955
3,404	0.453931	0.527038	0.384824	0.578275	0.177794	0.353793	0.484298	0.587755	0.496281	0.252006	0.343873
796	0.64767	0.559519	0.356	0.734	0.17	0.367097	0.556313	0.622968	0.546898	0.326682	0.341431
1,768	0.53892	0.57276	0.432	0.68	0.173	0.396735	0.612126	0.63655	0.453116	0.323424	0.276681
2,888	0.394528	0.590052	0.319405	0.52955	0.192334	0.387499	0.509517	0.635061	0.531015	0.306734	0.309246
3,582	0.415281	0.586469	0.35547	0.660503	0.175867	0.392746	0.52053	0.652072	0.538687	0.320471	0.323716
519	0.499	0.578	0.398	0.69	0.175	0.356565	0.536833	0.651731	0.533127	0.288869	0.357799
2,724	0.563194	0.477574	0.355102	0.723691	0.149002	0.450639	0.509091	0.628643	0.534699	0.293956	0.340873
1,804	0.344	0.648	0.364	0.462	0.17	0.410885	0.53933	0.660904	0.54169	0.283559	0.342156
351	0.443	0.769	0.418	0.718	0.173	0.428933	0.521976	0.605051	0.542727	0.280916	0.38299
3,225	0.336627	0.696275	0.501597	0.240767	0.167622	0.419215	0.541267	0.640809	0.524086	0.307868	0.328075
3,414	0.376059	0.62577	0.424257	0.606724	0.170252	0.355994	0.499862	0.683464	0.521933	0.299656	0.371869
918	0.361734	0.606608	0.316	0.357	0.168	0.446375	0.502244	0.557113	0.535785	0.320167	0.343234
3,512	0.417505	0.654457	0.370127	0.468191	0.168686	0.39461	0.570186	0.624908	0.53551	0.32961	0.303046
3,980	0.522776	0.578297	0.418624	0.583653	0.171553	0.363285	0.505673	0.59416	0.534045	0.272554	0.401114
3,098	0.595654	0.618858	0.483851	0.64807	0.184126	0.438592	0.505582	0.6266	0.482085	0.321498	0.331081
3,886	0.479257	0.471317	0.407482	0.570063	0.182239	0.369817	0.464919	0.684198	0.529086	0.321723	0.393734
57	0.335988	0.686721	0.565	0.618	0.173	0.359163	0.539359	0.634943	0.500104	0.269767	0.331461
3,394	0.534665	0.497157	0.35526	0.589996	0.162474	0.38128	0.561716	0.624544	0.55904	0.300463	0.378522
2,792	0.441431	0.711914	0.45746	0.61788	0.185575	0.413247	0.541145	0.667718	0.506854	0.269621	0.379113
2,439	0.45733	0.482838	0.434913	0.3311	0.16342	0.411484	0.498687	0.661571	0.510715	0.295218	0.300075
744	0.64376	0.593318	0.348	0.703	0.173	0.390227	0.513808	0.66197	0.529958	0.317373	0.339864
686	0.314401	0.723672	0.38	0.493	0.173	0.368219	0.506402	0.629094	0.511896	0.328537	0.33545
677	0.459	0.639	0.427	0.681	0.175	0.388316	0.544019	0.632057	0.562474	0.308718	0.332073
2,981	0.575736	0.558086	0.406469	0.731662	0.172387	0.401318	0.532208	0.614074	0.483319	0.304823	0.312771
1,675	0.53492	0.44376	0.415	0.685	0.173	0.397501	0.511692	0.613901	0.524769	0.329109	0.333792
725	0.498988	0.516721	0.343	0.531	0.15	0.391405	0.524498	0.619554	0.556955	0.287075	0.390477
1,266	0.398	0.664	0.398	0.692	0.155	0.421794	0.541038	0.587436	0.499404	0.312979	0.301182
3,088	0.512441	0.52926	0.326508	0.622172	0.152349	0.415046	0.473465	0.647467	0.510111	0.314686	0.318158
1,601	0.544838	0.665511	0.429	0.719	0.17	0.38749	0.559968	0.554251	0.51164	0.283074	0.321179
3,545	0.339204	0.706335	0.404646	0.61112	0.168777	0.333281	0.486499	0.714853	0.499469	0.344444	0.276002
3,120	0.548973	0.473097	0.507902	0.608844	0.167746	0.447796	0.500262	0.609869	0.506768	0.328623	0.305865
211	0.4956	0.6589	0.3759	0.6475	0.17	0.355376	0.554156	0.623845	0.51561	0.328586	0.37306
3,579	0.57504	0.715699	0.29774	0.657933	0.169261	0.356387	0.563441	0.620146	0.489616	0.294732	0.354351
3,818	0.67549	0.344405	0.325467	0.543582	0.178114	0.385235	0.562729	0.590997	0.555236	0.334633	0.32707
2,488	0.53046	0.666671	0.28549	0.692492	0.169042	0.419653	0.536478	0.627537	0.509582	0.321191	0.346739
2,239	0.478	0.558	0.391	0.684	0.165	0.49855	0.467978	0.657257	0.569403	0.291069	0.372786
1,861	0.432436	0.825252	0.361	0.681	0.17	0.39952	0.470599	0.655546	0.547781	0.30722	0.359048
3,564	0.485917	0.559463	0.334441	0.627004	0.15908	0.372635	0.519933	0.616996	0.535586	0.340033	0.313259
2,678	0.360839	0.423397	0.417421	0.568794	0.178964	0.392357	0.50966	0.551354	0.569063	0.319578	0.30514
3,725	0.335543	0.628389	0.429609	0.595319	0.160769	0.430959	0.510281	0.633277	0.570404	0.278301	0.322433
322	0.383	0.727	0.358	0.474	0.173	0.375551	0.497383	0.620757	0.517756	0.343742	0.317714
1,662	0.579988	0.675721	0.353	0.647	0.173	0.347653	0.534464	0.610372	0.517884	0.290206	0.293082
1,495	0.424567	0.631113	0.302	0.387	0.173	0.395484	0.511941	0.652319	0.609895	0.28478	0.357911
1,288	0.48592	0.40576	0.371	0.596	0.173	0.409784	0.537824	0.704383	0.532263	0.327516	0.343607
1,923	0.453	0.629	0.399	0.69	0.165	0.411177	0.517496	0.578944	0.475123	0.318628	0.344749
2,005	0.4035	0.6738	0.4232	0.6698	0.175	0.443471	0.522569	0.690077	0.507508	0.304914	0.290799
405	0.473	0.698	0.413	0.701	0.173	0.393145	0.54872	0.660931	0.520797	0.336168	0.272852
2,294	0.499	0.652	0.391	0.477	0.175	0.373494	0.520437	0.670661	0.492134	0.253145	0.371282
2,310	0.48392	0.47876	0.387	0.679	0.17	0.435469	0.523488	0.57685	0.502062	0.309587	0.358785
3,957	0.336473	0.551151	0.476303	0.640442	0.177358	0.368735	0.51195	0.581309	0.465955	0.295093	0.370464
1,815	0.54192	0.50576	0.415	0.685	0.173	0.412875	0.506132	0.636207	0.52006	0.307614	0.378232

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