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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)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.
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 |
End of preview.