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jinmang2
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cert_insider_threat

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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 6 new columns ({'Logon', 'PC-3585', '{G2H1-V3LL26UJ-4609MBGD}', '3/6/2010 1:41:56', 'logon', 'ONS0995'}) and 6 missing columns ({'scenario', 'details', 'start', 'dataset', 'end', 'user'}).

This happened while the csv dataset builder was generating data using

hf://datasets/jinmang2/cert_insider_threat/answers/r2.csv (at revision 010e4562bb025ea15ea73c7a1f9231037b237ad2)

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
              logon: string
              {G2H1-V3LL26UJ-4609MBGD}: string
              3/6/2010 1:41:56: string
              ONS0995: string
              PC-3585: string
              Logon: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 988
              to
              {'dataset': Value(dtype='float64', id=None), 'scenario': Value(dtype='int64', id=None), 'details': Value(dtype='string', id=None), 'user': Value(dtype='string', id=None), 'start': Value(dtype='string', id=None), 'end': Value(dtype='string', 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 1316, in compute_config_parquet_and_info_response
                  parquet_operations, partial = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 909, in stream_convert_to_parquet
                  builder._prepare_split(
                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 6 new columns ({'Logon', 'PC-3585', '{G2H1-V3LL26UJ-4609MBGD}', '3/6/2010 1:41:56', 'logon', 'ONS0995'}) and 6 missing columns ({'scenario', 'details', 'start', 'dataset', 'end', 'user'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jinmang2/cert_insider_threat/answers/r2.csv (at revision 010e4562bb025ea15ea73c7a1f9231037b237ad2)
              
              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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dataset float64	scenario int64	details string	user string	start string	end string
2	1	r2.csv	ONS0995	3/6/2010 1:41:56	3/20/2010 8:10:12
3.1	1	r3.1-1.csv	CSF0929	07/01/2010 01:24:58	07/16/2010 06:52:00
3.1	2	r3.1-2.csv	CCH0959	08/02/2010 10:34:31	09/30/2010 15:04:03
3.2	1	r3.2-1.csv	RCW0822	09/29/2010 21:10:27	10/15/2010 06:34:52
3.2	2	r3.2-2.csv	JCE0258	07/12/2010 08:16:02	09/03/2010 16:16:29
4.1	1	r4.1-1.csv	ABB0427	08/21/2010 05:20:34	08/27/2010 05:39:51
4.1	2	r4.1-2.csv	HFC0492	08/23/2010 10:40:56	10/14/2010 17:11:42
4.1	3	r4.1-3.csv	KTW0365	07/08/2010 11:51:00	07/09/2010 20:54:16
4.2	1	r4.2-1-AAM0658.csv	AAM0658	10/23/2010 01:34:19	10/29/2010 05:23:28
4.2	1	r4.2-1-AJR0932.csv	AJR0932	09/10/2010 19:12:01	09/18/2010 02:02:51
4.2	1	r4.2-1-BDV0168.csv	BDV0168	07/30/2010 19:56:44	08/10/2010 05:16:41
4.2	1	r4.2-1-BIH0745.csv	BIH0745	07/13/2010 20:15:23	07/13/2010 21:20:44
4.2	1	r4.2-1-BLS0678.csv	BLS0678	09/21/2010 01:16:22	09/30/2010 04:48:19
4.2	1	r4.2-1-BTL0226.csv	BTL0226	10/06/2010 22:25:52	10/14/2010 06:43:29
4.2	1	r4.2-1-CAH0936.csv	CAH0936	08/11/2010 04:00:08	08/12/2010 23:56:19
4.2	1	r4.2-1-DCH0843.csv	DCH0843	02/04/2011 07:08:00	02/04/2011 07:36:05
4.2	1	r4.2-1-EHB0824.csv	EHB0824	07/22/2010 21:48:43	07/29/2010 01:08:41
4.2	1	r4.2-1-EHD0584.csv	EHD0584	10/02/2010 03:46:16	10/08/2010 22:26:26
4.2	1	r4.2-1-FMG0527.csv	FMG0527	01/05/2011 21:53:29	01/12/2011 01:15:35
4.2	1	r4.2-1-FTM0406.csv	FTM0406	11/25/2010 06:35:11	12/02/2010 00:35:19
4.2	1	r4.2-1-GHL0460.csv	GHL0460	11/09/2010 06:28:40	11/09/2010 07:08:45
4.2	1	r4.2-1-HJB0742.csv	HJB0742	11/19/2010 05:53:16	11/25/2010 04:51:16
4.2	1	r4.2-1-JMB0308.csv	JMB0308	07/14/2010 00:56:15	07/21/2010 01:46:49
4.2	1	r4.2-1-JRG0207.csv	JRG0207	01/19/2011 20:25:05	01/26/2011 02:38:27
4.2	1	r4.2-1-KLH0596.csv	KLH0596	02/12/2011 07:11:50	02/12/2011 07:33:24
4.2	1	r4.2-1-KPC0073.csv	KPC0073	07/07/2010 20:05:29	07/15/2010 03:08:16
4.2	1	r4.2-1-LJR0523.csv	LJR0523	07/31/2010 07:43:15	08/11/2010 04:28:49
4.2	1	r4.2-1-LQC0479.csv	LQC0479	09/14/2010 19:46:17	09/22/2010 01:08:02
4.2	1	r4.2-1-MAR0955.csv	MAR0955	02/08/2011 05:55:53	02/11/2011 06:29:08
4.2	1	r4.2-1-MAS0025.csv	MAS0025	09/29/2010 01:39:20	09/30/2010 22:39:20
4.2	1	r4.2-1-MCF0600.csv	MCF0600	09/20/2010 23:52:19	09/23/2010 02:00:46
4.2	1	r4.2-1-MYD0978.csv	MYD0978	12/13/2010 20:30:07	12/18/2010 07:02:34
4.2	1	r4.2-1-PPF0435.csv	PPF0435	02/09/2011 03:00:27	02/09/2011 06:46:27
4.2	1	r4.2-1-RAB0589.csv	RAB0589	09/13/2010 23:18:53	09/23/2010 07:30:03
4.2	1	r4.2-1-RGG0064.csv	RGG0064	10/20/2010 20:12:23	10/27/2010 03:03:52
4.2	1	r4.2-1-RKD0604.csv	RKD0604	07/13/2010 20:04:53	07/20/2010 03:36:55
4.2	1	r4.2-1-TAP0551.csv	TAP0551	10/23/2010 02:55:51	10/29/2010 05:56:18
4.2	1	r4.2-1-WDD0366.csv	WDD0366	02/24/2011 19:49:41	03/03/2011 01:01:02
4.2	2	r4.2-2-AAF0535.csv	AAF0535	06/28/2010 08:51:08	08/20/2010 15:38:04
4.2	2	r4.2-2-ABC0174.csv	ABC0174	10/27/2010 14:11:03	12/24/2010 15:53:02
4.2	2	r4.2-2-AKR0057.csv	AKR0057	10/04/2010 08:48:26	11/29/2010 18:48:10
4.2	2	r4.2-2-CCL0068.csv	CCL0068	12/27/2010 09:20:16	02/21/2011 08:25:17
4.2	2	r4.2-2-CEJ0109.csv	CEJ0109	02/07/2011 11:16:58	04/01/2011 17:23:43
4.2	2	r4.2-2-CQW0652.csv	CQW0652	02/18/2011 09:22:22	04/14/2011 20:58:56
4.2	2	r4.2-2-DIB0285.csv	DIB0285	07/26/2010 16:23:45	09/13/2010 17:13:29
4.2	2	r4.2-2-DRR0162.csv	DRR0162	11/11/2010 07:01:17	01/04/2011 15:43:53
4.2	2	r4.2-2-EDB0714.csv	EDB0714	10/18/2010 10:58:12	12/14/2010 14:17:02
4.2	2	r4.2-2-EGD0132.csv	EGD0132	08/02/2010 10:01:20	09/28/2010 17:24:42
4.2	2	r4.2-2-FSC0601.csv	FSC0601	01/18/2011 08:42:08	03/17/2011 16:45:04
4.2	2	r4.2-2-HBO0413.csv	HBO0413	02/14/2011 08:15:24	04/08/2011 15:25:10
4.2	2	r4.2-2-HXL0968.csv	HXL0968	08/31/2010 07:51:41	10/28/2010 16:06:01
4.2	2	r4.2-2-IJM0776.csv	IJM0776	07/06/2010 08:33:06	09/01/2010 14:10:31
4.2	2	r4.2-2-IKR0401.csv	IKR0401	12/27/2010 08:57:14	02/17/2011 18:21:57
4.2	2	r4.2-2-IUB0565.csv	IUB0565	10/06/2010 09:20:43	11/30/2010 17:49:20
4.2	2	r4.2-2-JJM0203.csv	JJM0203	09/02/2010 07:40:34	10/19/2010 17:04:21
4.2	2	r4.2-2-KRL0501.csv	KRL0501	11/22/2010 09:38:30	01/19/2011 17:06:28
4.2	2	r4.2-2-LCC0819.csv	LCC0819	06/16/2010 11:39:58	08/10/2010 18:31:17
4.2	2	r4.2-2-MDH0580.csv	MDH0580	01/04/2011 09:13:35	03/03/2011 11:40:25
4.2	2	r4.2-2-MOS0047.csv	MOS0047	07/15/2010 07:23:37	09/10/2010 19:34:22
4.2	2	r4.2-2-NWT0098.csv	NWT0098	02/07/2011 16:40:17	04/05/2011 14:00:24
4.2	2	r4.2-2-PNL0301.csv	PNL0301	06/14/2010 09:25:31	08/03/2010 16:54:30
4.2	2	r4.2-2-PSF0133.csv	PSF0133	08/02/2010 10:46:58	09/29/2010 16:23:30
4.2	2	r4.2-2-RAR0725.csv	RAR0725	07/06/2010 08:07:33	08/19/2010 09:58:36
4.2	2	r4.2-2-RHL0992.csv	RHL0992	07/13/2010 09:46:08	09/09/2010 20:45:13
4.2	2	r4.2-2-RMW0542.csv	RMW0542	06/21/2010 09:04:43	08/18/2010 17:37:38
4.2	2	r4.2-2-TNM0961.csv	TNM0961	10/15/2010 07:04:48	12/09/2010 16:05:04
4.2	2	r4.2-2-VSS0154.csv	VSS0154	09/07/2010 09:49:28	10/29/2010 16:40:54
4.2	2	r4.2-2-XHW0498.csv	XHW0498	08/09/2010 12:48:49	10/06/2010 16:05:32
4.2	3	r4.2-3-BBS0039.csv	BBS0039	08/12/2010 10:24:05	08/13/2010 19:08:58
4.2	3	r4.2-3-BSS0369.csv	BSS0369	09/30/2010 13:31:56	10/01/2010 19:48:03
4.2	3	r4.2-3-CCA0046.csv	CCA0046	10/14/2010 08:23:18	10/15/2010 20:01:27
4.2	3	r4.2-3-CSC0217.csv	CSC0217	06/10/2010 07:54:10	06/11/2010 17:42:48
4.2	3	r4.2-3-GTD0219.csv	GTD0219	06/17/2010 09:06:37	06/18/2010 17:50:42
4.2	3	r4.2-3-JGT0221.csv	JGT0221	07/15/2010 09:43:23	07/16/2010 19:33:29
4.2	3	r4.2-3-JLM0364.csv	JLM0364	04/28/2011 09:50:07	04/29/2011 20:04:27
4.2	3	r4.2-3-JTM0223.csv	JTM0223	07/22/2010 07:27:46	07/23/2010 18:01:20
4.2	3	r4.2-3-MPM0220.csv	MPM0220	11/04/2010 08:59:55	11/05/2010 19:29:06
4.2	3	r4.2-3-MSO0222.csv	MSO0222	12/09/2010 08:36:36	12/10/2010 17:39:36
5.1	1	r5.1-1.csv	JTC1885	12/03/2010 06:05:31	12/08/2010 23:35:42
5.1	2	r5.1-2.csv	LBE0376	12/20/2010 09:07:32	02/17/2011 14:34:56
5.1	3	r5.1-3.csv	BGC0686	11/11/2010 10:21:45	11/15/2010 08:19:00
5.1	4	r5.1-4.csv	JAK0783	07/29/2010 08:12:18	09/22/2010 17:18:46
5.2	1	r5.2-1-ALT1465.csv	ALT1465	08/13/2010 22:16:10	08/20/2010 04:01:32
5.2	1	r5.2-1-ALW0764.csv	ALW0764	02/03/2011 07:09:09	02/05/2011 06:12:51
5.2	1	r5.2-1-AYG1697.csv	AYG1697	10/25/2010 23:19:22	10/26/2010 00:06:28
5.2	1	r5.2-1-DAS1320.csv	DAS1320	07/09/2010 01:14:15	07/15/2010 01:38:58
5.2	1	r5.2-1-DNJ0740.csv	DNJ0740	10/04/2010 19:56:42	10/05/2010 01:01:37
5.2	1	r5.2-1-ELT1370.csv	ELT1370	02/03/2011 18:23:53	02/10/2011 02:58:28
5.2	1	r5.2-1-EPG1196.csv	EPG1196	07/15/2010 03:00:42	07/20/2010 00:19:48
5.2	1	r5.2-1-ETW0002.csv	ETW0002	03/17/2011 00:59:27	03/17/2011 06:52:18
5.2	1	r5.2-1-FZG0389.csv	FZG0389	12/10/2010 21:50:34	12/17/2010 06:53:00
5.2	1	r5.2-1-GFM1815.csv	GFM1815	07/16/2010 22:00:57	07/16/2010 23:01:54
5.2	1	r5.2-1-IHC0561.csv	IHC0561	09/02/2010 06:10:00	09/10/2010 08:28:40
5.2	1	r5.2-1-ISW0738.csv	ISW0738	10/27/2010 21:38:38	11/03/2010 07:01:27
5.2	1	r5.2-1-JKB0287.csv	JKB0287	09/09/2010 02:50:22	09/15/2010 02:29:40
5.2	1	r5.2-1-JUP1472.csv	JUP1472	02/11/2011 22:17:37	02/19/2011 04:15:38
5.2	1	r5.2-1-KBC1390.csv	KBC1390	07/16/2010 02:18:07	07/22/2010 00:50:53
5.2	1	r5.2-1-KEW0198.csv	KEW0198	07/07/2010 18:50:50	07/14/2010 06:27:14
5.2	1	r5.2-1-MIB0203.csv	MIB0203	10/13/2010 23:51:44	10/19/2010 02:45:24
5.2	1	r5.2-1-NIV1608.csv	NIV1608	02/05/2011 01:22:24	02/12/2011 06:15:24

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