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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
|
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