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Adapting
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MLO

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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 ({'Salary'}) and 19 missing columns ({'HmRun', 'Runs', 'RBI', 'CRBI', 'DivisionW', 'PutOuts', 'Walks', 'AtBat', 'Errors', 'Assists', 'LeagueN', 'CRuns', 'Years', 'Hits', 'CWalks', 'NewLeagueN', 'CHmRun', 'CHits', 'CAtBat'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Adapting/MLO/hitters.y.csv (at revision f8cbdcb404b37b5804966dd9851064e01db9f4e6)

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 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Salary: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 374
              to
              {'AtBat': Value(dtype='int64', id=None), 'Hits': Value(dtype='int64', id=None), 'HmRun': Value(dtype='int64', id=None), 'Runs': Value(dtype='int64', id=None), 'RBI': Value(dtype='int64', id=None), 'Walks': Value(dtype='int64', id=None), 'Years': Value(dtype='int64', id=None), 'CAtBat': Value(dtype='int64', id=None), 'CHits': Value(dtype='int64', id=None), 'CHmRun': Value(dtype='int64', id=None), 'CRuns': Value(dtype='int64', id=None), 'CRBI': Value(dtype='int64', id=None), 'CWalks': Value(dtype='int64', id=None), 'LeagueN': Value(dtype='int64', id=None), 'DivisionW': Value(dtype='int64', id=None), 'PutOuts': Value(dtype='int64', id=None), 'Assists': Value(dtype='int64', id=None), 'Errors': Value(dtype='int64', id=None), 'NewLeagueN': Value(dtype='int64', 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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 ({'Salary'}) and 19 missing columns ({'HmRun', 'Runs', 'RBI', 'CRBI', 'DivisionW', 'PutOuts', 'Walks', 'AtBat', 'Errors', 'Assists', 'LeagueN', 'CRuns', 'Years', 'Hits', 'CWalks', 'NewLeagueN', 'CHmRun', 'CHits', 'CAtBat'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Adapting/MLO/hitters.y.csv (at revision f8cbdcb404b37b5804966dd9851064e01db9f4e6)
              
              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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AtBat int64	Hits int64	HmRun int64	Runs int64	RBI int64	Walks int64	Years int64	CAtBat int64	CHits int64	CHmRun int64	CRuns int64	CRBI int64	CWalks int64	LeagueN int64	DivisionW int64	PutOuts int64	Assists int64	Errors int64	NewLeagueN int64
315	81	7	24	38	39	14	3,449	835	69	321	414	375	1	1	632	43	10	1
479	130	18	66	72	76	3	1,624	457	63	224	266	263	0	1	880	82	14	0
496	141	20	65	78	37	11	5,628	1,575	225	828	838	354	1	0	200	11	3	1
321	87	10	39	42	30	2	396	101	12	48	46	33	1	0	805	40	4	1
594	169	4	74	51	35	11	4,408	1,133	19	501	336	194	0	1	282	421	25	0
185	37	1	23	8	21	2	214	42	1	30	9	24	1	0	76	127	7	0
298	73	0	24	24	7	3	509	108	0	41	37	12	0	1	121	283	9	0
323	81	6	26	32	8	2	341	86	6	32	34	8	1	1	143	290	19	1
401	92	17	49	66	65	13	5,206	1,332	253	784	890	866	0	0	0	0	0	0
574	159	21	107	75	59	10	4,631	1,300	90	702	504	488	0	0	238	445	22	0
202	53	4	31	26	27	9	1,876	467	15	192	186	161	1	1	304	45	11	1
418	113	13	48	61	47	4	1,512	392	41	205	204	203	1	0	211	11	7	1
239	60	0	30	11	22	6	1,941	510	4	309	103	207	0	0	121	151	6	0
196	43	7	29	27	30	13	3,231	825	36	376	290	238	1	0	80	45	8	1
568	158	20	89	75	73	15	8,068	2,273	177	1,045	993	732	1	1	105	290	10	1
190	46	2	24	8	15	5	479	102	5	65	23	39	0	1	102	177	16	0
127	32	8	16	22	14	8	727	180	24	67	82	56	1	1	202	22	2	1
413	92	16	72	48	65	1	413	92	16	72	48	65	1	0	280	9	5	1
426	109	3	55	43	62	1	426	109	3	55	43	62	0	1	361	22	2	1
472	116	16	60	62	74	6	1,924	489	67	242	251	240	1	1	518	55	3	1
629	168	18	73	102	40	18	8,424	2,464	164	1,008	1,072	402	0	0	1,067	157	14	0
587	163	4	92	51	70	6	2,695	747	17	442	198	317	0	0	434	9	3	0
324	73	4	32	18	22	7	1,931	491	13	291	108	180	1	0	222	3	3	1
474	129	10	50	56	40	10	2,331	604	61	246	327	166	1	1	732	83	13	1
550	152	6	92	37	81	5	2,308	633	32	349	182	308	1	1	262	329	16	1
513	137	20	90	95	90	14	5,201	1,382	166	763	734	784	0	1	267	5	3	0
419	108	6	55	36	22	3	591	149	8	80	46	31	1	1	226	7	4	1
583	168	17	83	80	56	5	1,646	452	44	219	208	136	0	0	109	292	25	0
204	49	6	23	25	12	7	1,309	308	27	126	132	66	0	1	419	46	5	0
379	106	10	38	60	30	14	6,207	1,906	146	859	803	571	1	1	72	170	24	1
268	60	5	24	25	15	2	350	78	5	34	29	18	1	1	442	59	6	1
181	41	1	15	21	33	2	232	50	4	20	29	45	0	0	326	29	5	0
217	46	7	32	19	9	4	694	160	32	86	76	32	0	0	307	25	1	0
254	68	2	28	26	22	6	999	236	21	108	117	118	0	0	359	30	4	0
416	132	7	57	49	33	3	932	273	24	113	121	80	1	1	73	177	18	1
205	57	8	34	32	9	5	756	192	32	117	107	51	0	0	58	4	4	0
526	146	13	71	70	84	6	2,648	715	77	352	342	289	1	1	303	9	9	1
457	101	14	42	63	22	17	6,521	1,767	281	1,003	977	619	0	1	389	39	4	0
214	53	2	30	29	23	2	226	59	2	32	32	27	1	0	109	7	3	1
591	168	19	80	72	39	9	4,478	1,307	113	634	563	319	0	1	67	147	4	0
403	101	12	45	53	39	12	5,150	1,429	166	747	666	526	0	0	316	6	5	0
405	102	18	49	85	20	6	950	231	29	99	138	64	1	1	161	10	3	1
244	58	9	28	25	35	4	1,335	333	49	164	179	194	1	1	142	14	2	1
313	78	6	32	41	12	12	3,742	968	35	409	321	170	1	1	106	206	7	1
627	177	25	98	81	70	6	3,210	927	133	529	472	313	0	0	240	482	13	0
416	113	24	58	69	16	1	416	113	24	58	69	16	0	0	203	70	10	0
155	44	6	21	23	15	16	6,631	1,634	98	698	661	777	1	0	53	88	3	1
236	56	0	27	15	11	4	1,115	270	1	116	64	57	0	1	125	199	13	0
216	53	1	31	15	22	4	926	210	9	118	69	114	1	1	73	152	11	1
585	139	31	93	94	62	17	7,546	1,982	315	1,141	1,179	727	0	0	0	0	0	0
199	53	5	29	22	21	3	514	120	8	57	40	39	0	1	152	3	5	0
521	142	20	67	86	45	4	815	205	22	99	103	78	0	0	107	242	23	0
311	81	3	42	30	26	17	8,247	2,198	100	950	909	690	1	1	153	223	10	1
512	131	26	69	96	52	14	5,347	1,397	221	712	815	548	0	1	119	216	12	0
507	122	29	78	85	91	18	7,761	1,947	347	1,175	1,152	1,380	0	0	808	108	2	0
529	137	26	86	97	97	15	6,661	1,785	291	1,082	949	989	0	0	280	10	5	0
424	119	6	57	46	13	9	3,651	1,046	32	461	301	112	0	0	224	286	8	1
351	97	4	55	29	39	4	1,258	353	16	196	110	117	1	1	226	7	3	0
388	103	15	59	47	39	6	2,174	555	80	285	274	186	0	1	182	9	4	0
339	96	4	37	29	23	4	1,064	290	11	123	108	55	0	1	104	213	9	0
255	70	7	49	35	43	15	6,311	1,661	154	1,019	608	820	1	0	51	54	8	1
677	238	31	117	113	53	5	2,223	737	93	349	401	171	0	0	1,377	100	6	0
614	163	29	89	83	75	11	5,017	1,388	266	813	822	617	1	1	303	6	6	1
329	83	9	50	39	56	9	3,828	948	145	575	528	635	0	1	276	6	2	0
637	174	31	89	116	56	14	6,727	2,024	247	978	1,093	495	1	1	278	9	9	1
280	82	16	44	45	47	2	428	113	25	61	70	63	0	0	148	4	2	0
155	41	12	21	29	22	16	5,409	1,338	181	746	805	875	0	1	165	9	1	0
458	114	13	67	57	48	4	1,350	298	28	160	123	122	0	1	246	389	18	0
314	83	13	39	46	16	5	1,457	405	28	156	159	76	0	1	533	40	4	0
475	123	27	76	93	72	4	1,810	471	108	292	343	267	1	0	226	10	6	1
317	78	7	35	35	32	1	317	78	7	35	35	32	0	0	45	122	26	0
511	138	25	76	96	61	3	592	164	28	87	110	71	0	1	157	7	8	0
382	119	13	54	58	36	12	2,133	594	41	287	294	227	1	1	59	156	9	1
565	148	24	90	104	77	14	7,287	2,083	305	1,135	1,234	791	0	0	292	9	5	0
415	115	27	97	71	68	3	711	184	45	156	119	99	1	1	274	2	7	1
424	110	15	70	47	36	7	2,130	544	38	335	174	258	1	1	292	6	3	1
495	151	17	61	84	78	10	5,624	1,679	275	884	1,015	709	0	0	1,045	88	13	0
233	49	2	41	23	18	8	1,350	336	7	166	122	106	0	0	102	132	10	0
566	154	22	76	84	43	14	6,100	1,583	131	743	693	300	0	1	316	439	10	0
641	198	31	101	108	41	5	2,129	610	92	297	319	117	0	0	269	17	10	0
215	51	4	19	18	11	1	215	51	4	19	18	11	0	0	116	5	12	0
441	128	16	70	73	80	14	6,675	2,095	209	1,072	1,050	695	0	1	97	218	16	0
325	76	16	33	52	37	5	1,506	351	71	195	219	214	1	1	726	87	3	0
490	125	24	81	105	62	13	6,063	1,646	271	847	999	680	1	0	869	62	8	1
574	152	31	91	101	64	3	985	260	53	148	173	95	1	1	1,253	111	11	1
596	171	34	91	108	52	6	2,862	728	107	361	401	224	0	1	118	334	21	0
472	118	12	63	54	30	4	793	187	14	102	80	50	0	1	228	377	26	0
283	77	14	45	47	26	16	6,840	1,910	259	915	1,067	546	0	1	144	6	5	0
408	94	4	42	36	66	9	3,573	866	59	429	365	410	1	1	282	487	19	1
327	85	3	30	44	20	8	2,140	568	16	216	208	93	0	0	91	185	12	0
370	96	21	49	46	60	15	6,986	1,972	231	1,070	955	921	1	0	137	5	9	1
354	77	16	36	55	41	20	8,716	2,172	384	1,172	1,267	1,057	1	1	83	174	16	1
539	139	5	93	58	69	5	1,469	369	12	247	126	198	0	1	462	9	7	0
340	84	11	62	33	47	5	1,516	376	42	284	141	219	1	0	185	8	4	0
510	126	2	42	44	35	11	5,562	1,578	44	703	519	256	1	1	207	358	20	1
282	78	13	37	51	29	5	1,649	453	73	211	280	138	0	1	670	57	5	0
380	120	5	54	51	31	8	3,118	900	92	444	419	240	0	1	237	8	1	0
584	158	15	70	84	42	5	2,358	636	58	265	316	134	1	0	331	20	4	1
570	169	21	72	88	38	7	3,754	1,077	140	492	589	263	0	1	295	15	5	0
306	104	14	50	58	25	7	2,954	822	55	313	377	187	1	0	116	222	15	1

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