Datasets:

MElHuseyni
/

EEG_data

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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 ({'subject ID', ' ethnicity', ' age', ' gender'}) and 15 missing columns ({'Attention', 'predefinedlabel', 'Theta', 'Beta2', 'Raw', 'user-definedlabeln', 'Alpha2', 'Delta', 'SubjectID', 'Alpha1', 'Gamma1', 'VideoID', 'Gamma2', 'Beta1', 'Mediation'}).

This happened while the csv dataset builder was generating data using

hf://datasets/MElHuseyni/EEG_data/demographic_info.csv (at revision f6031a06caaee5a6cc7312130abf8965e20ddaa5)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              subject ID: int64
               age: int64
               ethnicity: string
               gender: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 716
              to
              {'SubjectID': Value('float64'), 'VideoID': Value('float64'), 'Attention': Value('float64'), 'Mediation': Value('float64'), 'Raw': Value('float64'), 'Delta': Value('float64'), 'Theta': Value('float64'), 'Alpha1': Value('float64'), 'Alpha2': Value('float64'), 'Beta1': Value('float64'), 'Beta2': Value('float64'), 'Gamma1': Value('float64'), 'Gamma2': Value('float64'), 'predefinedlabel': Value('float64'), 'user-definedlabeln': 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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 ({'subject ID', ' ethnicity', ' age', ' gender'}) and 15 missing columns ({'Attention', 'predefinedlabel', 'Theta', 'Beta2', 'Raw', 'user-definedlabeln', 'Alpha2', 'Delta', 'SubjectID', 'Alpha1', 'Gamma1', 'VideoID', 'Gamma2', 'Beta1', 'Mediation'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/MElHuseyni/EEG_data/demographic_info.csv (at revision f6031a06caaee5a6cc7312130abf8965e20ddaa5)
              
              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.

Attention float64	Mediation float64	Raw float64	Delta float64	Theta float64	Alpha1 float64	Alpha2 float64	Beta1 float64	Beta2 float64	Gamma1 float64	Gamma2 float64
56	43	278	301,963	90,612	33,735	23,991	27,946	45,097	33,228	8,293
40	35	-50	73,787	28,083	1,439	2,240	2,746	3,687	5,293	2,740
47	48	101	758,353	383,745	201,999	62,107	36,293	130,536	57,243	25,354
47	57	-5	2,012,240	129,350	61,236	17,084	11,488	62,462	49,960	33,932
44	53	-8	1,005,145	354,328	37,102	88,881	45,307	99,603	44,790	29,749
44	66	73	1,786,446	176,766	59,352	26,157	15,054	33,669	33,782	31,750
43	69	130	635,191	122,446	90,107	65,072	36,230	53,019	62,938	59,307
40	61	-2	161,098	12,119	1,963	809	1,277	3,186	3,266	2,518
43	69	17	492,796	120,998	63,697	68,242	10,769	88,403	73,756	22,676
47	69	-59	82,048	116,131	47,317	26,197	41,642	28,866	32,551	41,810
48	38	-14	757,165	186,196	3,242	3,841	18,854	43,021	46,799	11,928
44	48	72	667,513	141,854	75,050	16,234	45,926	34,496	74,875	31,839
47	34	121	165,360	42,119	3,158	6,256	7,270	19,462	10,984	8,148
48	30	-52	737,665	84,275	2,235	38,748	21,705	28,343	80,927	24,735
47	48	69	577,024	179,555	25,937	21,604	43,790	44,432	69,203	25,586
57	43	44	234,964	80,944	7,991	32,568	11,828	63,682	41,013	18,147
57	40	144	671,467	133,227	7,142	14,300	23,373	65,591	47,860	16,501
70	40	25	33,290	14,729	10,980	10,407	14,316	37,112	60,378	36,306
74	44	-138	1,025,416	268,122	67,285	36,996	10,083	80,826	90,350	26,345
67	53	25	756,442	97,387	59,785	32,241	16,122	53,157	44,602	14,331
70	66	124	87,109	7,200	4,987	2,817	2,130	11,413	9,422	4,922
57	53	43	802,937	83,858	3,229	7,895	27,104	17,791	18,901	12,191
53	51	35	157,687	283,941	27,259	47,930	15,132	38,238	31,599	10,121
41	50	119	613,031	758,257	246,386	132,015	26,636	83,848	94,542	56,127
27	37	37	603,204	47,342	3,215	2,811	1,863	7,210	7,875	1,523
29	50	102	234,796	182,944	53,997	31,259	19,633	67,149	29,367	21,433
30	35	24	188,099	144,504	3,546	5,541	16,381	22,364	14,698	7,338
37	21	-51	632,782	162,376	12,692	3,991	5,848	23,018	22,561	9,851
30	41	61	477,853	264,240	217,609	76,443	22,228	38,904	66,985	42,550
26	43	290	731,447	69,065	23,286	9,017	4,767	12,942	18,230	2,111
20	56	-21	1,099,119	673,426	74,729	93,214	67,019	50,197	88,444	30,954
20	67	4	1,969,931	185,293	41,196	21,801	7,827	35,523	22,243	23,871
35	48	-156	1,363,838	316,172	61,645	18,496	186,966	171,258	60,131	18,933
48	48	-22	637,681	30,439	21,521	10,035	12,856	52,824	20,595	17,686
63	51	3	423,411	128,048	70,321	5,490	22,889	70,927	22,724	7,383
61	53	0	585,120	237,694	71,643	47,282	58,807	37,566	50,029	27,424
54	67	186	1,103,969	83,627	68,911	12,218	44,447	32,024	86,928	33,393
51	50	40	480,086	206,751	11,652	5,005	7,894	121,856	47,858	6,963
57	50	88	48,448	6,377	2,890	4,667	4,016	10,351	9,810	2,278
69	56	26	9,313	15,189	17,884	17,607	11,743	24,911	12,283	22,119
80	54	-7	252,800	41,805	23,580	18,972	15,411	52,067	28,635	10,415
67	51	91	195,366	65,596	512	2,607	6,602	9,152	12,054	6,335
69	47	80	18,403	26,289	2,162	15,904	24,282	45,184	16,441	13,761
77	34	39	11,723	35,281	6,055	12,533	24,186	54,639	21,382	9,906
66	43	10	233,282	30,666	43,745	31,955	14,309	19,785	25,864	9,471
70	63	103	150,690	14,877	3,795	3,328	2,292	4,455	7,051	1,672
74	69	74	18,823	6,577	10,996	5,618	7,642	30,823	13,718	9,248
69	80	24	341,908	33,036	30,789	16,110	5,032	51,848	30,502	13,219
90	63	53	8,588	4,716	3,320	8,459	15,884	38,632	7,068	7,283
90	60	87	256,616	94,368	9,804	20,195	21,725	26,785	32,747	10,344
77	61	89	22,853	28,961	15,257	12,957	9,137	15,402	45,940	4,478
81	57	-40	8,661	9,095	13,028	14,136	19,006	37,738	27,378	12,102
70	57	11	91,553	23,931	4,921	3,249	2,296	21,990	7,514	2,779
77	60	-20	580,030	148,325	74,965	13,663	35,966	100,939	27,601	11,601
84	51	-33	130,837	14,436	2,265	4,228	2,396	17,168	6,475	4,698
75	43	10	336,749	98,427	5,398	18,977	14,124	33,811	57,032	14,227
77	48	108	49,279	28,636	10,777	18,745	11,151	53,241	75,219	6,417
84	43	45	95,437	10,987	2,892	1,337	1,401	16,244	12,615	3,145
94	43	25	123,433	5,574	1,187	12,653	7,270	58,306	20,809	12,424
100	44	74	71,080	19,794	7,458	2,177	19,058	16,638	16,289	14,815
100	41	37	74,424	17,236	15,576	4,886	22,499	42,571	70,116	15,802
100	47	-156	58,860	37,401	16,918	21,404	26,403	59,084	34,219	16,582
75	53	-12	90,015	79,586	8,334	43,916	21,724	21,729	20,178	12,945
88	56	68	8,750	7,072	6,765	18,077	6,611	90,733	35,734	33,128
81	60	44	201,217	6,587	1,702	2,628	1,257	6,095	2,097	4,106
88	51	92	4,210	17,350	3,735	5,612	8,083	47,956	15,865	46,190
100	57	42	28,452	1,945	20,942	22,248	10,248	44,225	33,784	16,394
87	56	109	234,771	36,139	6,234	6,563	13,457	15,790	56,181	10,461
90	56	43	15,374	12,260	6,754	15,641	22,124	30,405	6,331	10,828
80	67	138	2,290	10,386	11,038	6,222	13,794	15,173	9,627	6,077
83	60	37	180,405	10,058	6,596	8,617	8,674	28,922	20,891	10,480
77	63	20	91,061	25,916	8,048	2,298	3,602	6,460	4,609	4,987
80	53	5	2,444	31,376	5,928	4,537	18,689	53,420	9,841	9,840
75	51	33	226,325	38,577	8,621	25,102	27,438	16,737	25,635	11,386
64	44	-89	118,368	81,821	12,732	7,451	11,768	33,964	13,513	23,044
75	38	144	68,646	72,933	5,920	14,240	11,564	54,291	37,361	13,864
66	47	43	78,277	51,955	6,472	16,330	6,305	35,029	34,467	15,218
69	38	-197	242,073	136,113	13,608	31,306	21,984	67,949	23,511	18,555
77	48	18	191,409	35,892	13,636	30,246	6,434	61,067	27,190	9,597
81	50	58	5,247	19,363	4,172	6,989	4,894	39,731	48,295	22,841
87	44	-100	116,823	56,636	7,451	15,046	21,773	62,067	48,305	17,925
77	44	-57	394,683	87,005	1,813	14,702	3,258	10,747	23,429	7,630
69	40	20	103,090	121,688	29,001	20,341	15,391	51,655	17,536	24,347
56	43	85	324,348	139,729	20,064	26,408	10,331	47,122	64,328	7,892
57	51	259	19,068	13,035	7,706	16,304	12,924	41,988	47,299	12,807
60	43	11	306,695	63,394	2,697	3,011	6,966	8,479	10,947	3,731
57	38	-17	797,316	27,368	5,775	2,484	19,576	9,637	12,103	3,229
60	40	86	41,953	55,404	14,562	10,602	6,794	22,837	19,045	23,343
54	40	341	35,567	29,703	8,135	12,382	15,414	27,324	13,682	14,977
60	43	-8	147,162	17,452	1,902	774	1,710	4,701	1,915	1,787
63	48	114	238,338	84,260	25,800	22,647	23,783	59,936	19,720	29,906
69	48	58	5,290	17,561	8,723	6,946	4,450	27,686	29,290	10,289
75	44	3	10,372	19,895	2,260	10,275	18,461	27,622	37,094	13,300
88	48	51	8,669	9,611	3,755	2,976	9,852	24,591	15,186	6,985
84	53	54	158,064	49,690	26,428	6,891	4,899	24,021	13,308	8,286
87	57	49	5,655	3,495	8,717	13,995	12,292	23,727	18,075	12,990
70	53	42	453,092	42,420	4,002	1,224	2,331	5,716	8,466	1,175
67	57	12	7,071	13,836	6,204	8,102	5,014	30,012	67,918	16,944
66	60	101	189,432	93,096	56,068	13,748	18,651	31,468	39,327	14,499
60	61	-33	12,813	19,064	20,174	12,237	10,252	19,668	31,685	32,072

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