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train

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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 14 new columns ({'491', '2.1', 'ftp_data', '25', '0.27', '0.17.1', '0.26', '150', 'SF', '0.05', '0.28', '2', '0.03', 'normal'}) and 14 missing columns ({'0.04', '255', '0.04.1', '229', 'private', '1.3', '0.06', '1.2', '10', '0.06.1', 'neptune', '10.1', '1.1', 'REJ'}).

This happened while the csv dataset builder was generating data using

hf://datasets/An24/IntrusionDetectionSystem-NSL_KDD/NSL_KDD_Train.csv (at revision e1d1be4f66166d69b759a0d2758dbd96a4579918)

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 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              0: int64
              tcp: string
              ftp_data: string
              SF: string
              491: int64
              0.1: int64
              0.2: int64
              0.3: int64
              0.4: int64
              0.5: int64
              0.6: int64
              0.7: int64
              0.8: int64
              0.9: int64
              0.10: int64
              0.11: int64
              0.12: int64
              0.13: int64
              0.14: int64
              0.15: int64
              0.16: int64
              0.18: int64
              2: int64
              2.1: int64
              0.19: double
              0.20: double
              0.21: double
              0.22: double
              1: double
              0.23: double
              0.24: double
              150: int64
              25: int64
              0.17: double
              0.03: double
              0.17.1: double
              0.25: double
              0.26: double
              0.27: double
              0.05: double
              0.28: double
              normal: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 4709
              to
              {'0': Value(dtype='int64', id=None), 'tcp': Value(dtype='string', id=None), 'private': Value(dtype='string', id=None), 'REJ': Value(dtype='string', id=None), '0.1': Value(dtype='int64', id=None), '0.2': Value(dtype='int64', id=None), '0.3': Value(dtype='int64', id=None), '0.4': Value(dtype='int64', id=None), '0.5': Value(dtype='int64', id=None), '0.6': Value(dtype='int64', id=None), '0.7': Value(dtype='int64', id=None), '0.8': Value(dtype='int64', id=None), '0.9': Value(dtype='int64', id=None), '0.10': Value(dtype='int64', id=None), '0.11': Value(dtype='int64', id=None), '0.12': Value(dtype='int64', id=None), '0.13': Value(dtype='int64', id=None), '0.14': Value(dtype='int64', id=None), '0.15': Value(dtype='int64', id=None), '0.16': Value(dtype='int64', id=None), '0.17': Value(dtype='int64', id=None), '0.18': Value(dtype='int64', id=None), '229': Value(dtype='int64', id=None), '10': Value(dtype='int64', id=None), '0.19': Value(dtype='float64', id=None), '0.20': Value(dtype='float64', id=None), '1': Value(dtype='float64', id=None), '1.1': Value(dtype='float64', id=None), '0.04': Value(dtype='float64', id=None), '0.06': Value(dtype='float64', id=None), '0.21': Value(dtype='float64', id=None), '255': Value(dtype='int64', id=None), '10.1': Value(dtype='int64', id=None), '0.04.1': Value(dtype='float64', id=None), '0.06.1': Value(dtype='float64', id=None), '0.22': Value(dtype='float64', id=None), '0.23': Value(dtype='float64', id=None), '0.24': Value(dtype='float64', id=None), '0.25': Value(dtype='float64', id=None), '1.2': Value(dtype='float64', id=None), '1.3': Value(dtype='float64', id=None), 'neptune': 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 1417, 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 1049, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 14 new columns ({'491', '2.1', 'ftp_data', '25', '0.27', '0.17.1', '0.26', '150', 'SF', '0.05', '0.28', '2', '0.03', 'normal'}) and 14 missing columns ({'0.04', '255', '0.04.1', '229', 'private', '1.3', '0.06', '1.2', '10', '0.06.1', 'neptune', '10.1', '1.1', 'REJ'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/An24/IntrusionDetectionSystem-NSL_KDD/NSL_KDD_Train.csv (at revision e1d1be4f66166d69b759a0d2758dbd96a4579918)
              
              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.

0 int64	tcp string	private string	REJ string	0.1 int64	0.2 int64	0.4 int64	0.6 int64	0.7 int64	0.8 int64	0.9 int64	0.13 int64	0.18 int64	229 int64	10 int64	0.19 float64	0.20 float64	1 float64	1.1 float64	0.04 float64	0.06 float64	0.21 float64	255 int64	10.1 int64	0.04.1 float64	0.06.1 float64	0.22 float64	0.23 float64	0.24 float64	0.25 float64	1.2 float64	1.3 float64	neptune string
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	136	1	0	0	1	1	0.01	0.06	0	255	1	0	0.06	0	0	0	0	1	1	neptune
2	tcp	ftp_data	SF	12,983	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	134	86	0.61	0.04	0.61	0.02	0	0	0	0	normal
0	icmp	eco_i	SF	20	0	0	0	0	0	0	0	0	1	65	0	0	0	0	1	0	1	3	57	1	0	1	0.28	0	0	0	0	saint
1	tcp	telnet	RSTO	0	15	0	0	0	0	0	0	0	1	8	0	0.12	1	0.5	1	0	0.75	29	86	0.31	0.17	0.03	0.02	0	0	0.83	0.71	mscan
0	tcp	http	SF	267	14,515	0	0	0	1	0	0	0	4	4	0	0	0	0	1	0	0	155	255	1	0	0.01	0.03	0.01	0	0	0	normal
0	tcp	smtp	SF	1,022	387	0	0	0	1	0	0	0	1	3	0	0	0	0	1	0	1	255	28	0.11	0.72	0	0	0	0	0.72	0.04	normal
0	tcp	telnet	SF	129	174	0	0	1	0	0	0	0	1	1	0	0	0	0	1	0	0	255	255	1	0	0	0	0.01	0.01	0.02	0.02	guess_passwd
0	tcp	http	SF	327	467	0	0	0	1	0	0	0	33	47	0	0	0	0	1	0	0.04	151	255	1	0	0.01	0.03	0	0	0	0	normal
0	tcp	ftp	SF	26	157	0	0	1	0	0	0	1	1	1	0	0	0	0	1	0	0	52	26	0.5	0.08	0.02	0	0	0	0	0	guess_passwd
0	tcp	telnet	SF	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	255	128	0.5	0.01	0	0	0	0	0.66	0.32	mscan
0	tcp	smtp	SF	616	330	0	0	0	1	0	0	0	1	2	0	0	0	0	1	0	1	255	129	0.51	0.03	0	0	0	0	0.33	0	normal
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	111	2	0	0	1	1	0.02	0.07	0	255	2	0.01	0.07	0	0	0	0	1	1	neptune
0	tcp	telnet	S0	0	0	0	0	0	0	0	0	0	120	120	1	1	0	0	1	0	0	235	171	0.73	0.07	0	0	0.69	0.95	0.02	0	neptune
37	tcp	telnet	SF	773	364,200	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	38	73	0.16	0.05	0.03	0.04	0	0.77	0	0.07	normal
0	tcp	http	SF	350	3,610	0	0	0	1	0	0	0	8	8	0	0	0	0	1	0	0	71	255	1	0	0.01	0.04	0	0	0	0	normal
0	tcp	http	SF	213	659	0	0	0	1	0	0	0	24	24	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	http	SF	246	2,090	0	0	0	1	0	0	0	16	16	0	0	0	0	1	0	0	35	255	1	0	0.03	0.05	0	0	0	0	normal
0	udp	private	SF	45	44	0	0	0	0	0	0	0	505	505	0	0	0	0	1	0	0	255	255	1	0	1	0	0	0	0	0	normal
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	204	18	0	0	1	1	0.09	0.07	0	255	18	0.07	0.07	0	0	0	0	1	1	neptune
0	tcp	ldap	REJ	0	0	0	0	0	0	0	0	0	118	19	0	0	1	1	0.16	0.05	0	255	19	0.07	0.05	0	0	0	0	1	1	neptune
0	tcp	pop_3	S0	0	0	0	0	0	0	0	0	0	1	1	1	1	0	0	1	0	0	255	87	0.34	0.01	0.01	0	1	1	0	0	mscan
0	tcp	http	SF	196	1,823	0	0	0	1	0	0	0	17	17	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	http	SF	277	1,816	0	0	0	1	0	0	0	17	18	0	0	0	0	1	0	0.11	36	255	1	0	0.03	0.02	0	0	0	0	normal
0	tcp	courier	REJ	0	0	0	0	0	0	0	0	0	116	8	0	0	1	1	0.07	0.07	0	255	8	0.03	0.06	0	0	0	0	1	1	neptune
0	tcp	discard	RSTO	0	0	0	0	0	0	0	0	0	273	13	0	0	1	1	0.05	0.06	0	255	13	0.05	0.06	0	0	0	0	1	1	neptune
0	tcp	http	SF	294	6,442	0	0	0	1	0	0	0	22	46	0	0	0	0	1	0	0.11	180	255	1	0	0.01	0.01	0	0	0	0	normal
0	tcp	http	SF	300	440	0	0	0	1	0	0	0	7	7	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	icmp	ecr_i	SF	520	0	0	0	0	0	0	0	0	511	511	0	0	0	0	1	0	0	46	59	1	0	1	0.14	0	0	0	0	smurf
0	udp	private	SF	54	51	0	0	0	0	0	0	0	511	511	0	0	0	0	1	0	0	255	255	1	0	0.83	0	0	0	0	0	normal
805	tcp	http	RSTR	76,944	1	0	0	0	1	0	0	0	12	12	0	0	1	1	1	0	0	241	238	0.99	0.01	0	0	0	0	0.07	0.07	apache2
0	tcp	smtp	SF	720	281	0	0	0	1	0	0	0	1	2	0	0	0	0	1	0	1	158	82	0.52	0.06	0.01	0	0.01	0	0	0	normal
0	tcp	http	SF	301	19,794	0	0	0	1	0	0	0	15	15	0	0	0	0	1	0	0	20	255	1	0	0.05	0.02	0.05	0	0	0	normal
0	udp	private	SF	1	1	0	0	0	0	0	0	0	40	3	0	0	0	0	0.08	0.38	0	255	3	0.01	0.58	0.99	0	0	0	0.01	0	normal
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	483	1	0.05	0	0.92	1	0	1	0	255	1	0	1	0	0	0	0	0.96	1	satan
0	tcp	imap4	RSTO	0	44	0	0	0	0	0	0	0	2	2	0	0	1	1	0.5	1	1	185	59	0.24	0.03	0.01	0.03	0.01	0	0.89	0.95	mscan
0	tcp	http	SF	209	12,894	0	0	0	1	0	0	0	11	11	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
8	tcp	ftp	SF	220	688	0	4	0	1	0	4	0	1	1	0	0	0	0	1	0	0	53	27	0.51	0.08	0.02	0	0	0	0	0	buffer_overflow
0	udp	domain_u	SF	43	71	0	0	0	0	0	0	0	113	113	0	0	0	0	1	0	0	255	254	1	0.01	0	0	0	0	0	0	normal
0	tcp	ftp_data	SF	88,382	0	0	0	0	0	0	0	0	15	15	0	0	0	0	1	0	0	203	114	0.38	0.01	0.38	0.02	0	0	0	0	normal
0	tcp	private	S0	0	0	0	0	0	0	0	0	0	144	8	1	1	0	0	0.06	0.06	0	255	8	0.03	0.06	0	0	1	1	0	0	neptune
0	tcp	http	SF	277	4,968	0	0	0	1	0	0	0	13	13	0	0	0	0	1	0	0	13	255	1	0	0.08	0.01	0	0	0	0	normal
0	tcp	http	SF	321	2,715	0	0	0	1	0	0	0	29	37	0.03	0.05	0	0	1	0	0.08	29	255	1	0	0.03	0.04	0.03	0	0	0	normal
0	tcp	http	SF	335	3,228	0	0	0	1	0	0	0	49	50	0	0	0	0	1	0	0.04	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	mtp	REJ	0	0	0	0	0	0	0	0	0	266	8	0	0	1	1	0.03	0.06	0	255	8	0.03	0.06	0	0	0	0	1	1	neptune
0	tcp	http	SF	234	3,236	0	0	0	1	0	0	0	8	21	0	0	0	0	1	0	0.1	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	systat	S0	0	0	0	0	0	0	0	0	0	281	6	1	1	0	0	0.02	0.06	0	255	6	0.02	0.07	0	0	1	1	0	0	neptune
0	tcp	http	SF	54,540	8,314	0	2	0	1	1	0	0	4	24	0	0	0	0	1	0	0.08	255	250	0.98	0.01	0	0	0	0	0.06	0.06	back
0	tcp	telnet	S0	0	0	0	0	0	0	0	0	0	1	12	1	0.33	0	0.67	1	0	0.92	91	86	0.34	0.03	0.01	0.03	1	1	0	0	mscan
0	udp	private	SF	46	45	0	0	0	0	0	0	0	68	68	0	0	0	0	1	0	0	255	255	1	0	0.26	0	0	0	0	0	normal
0	tcp	http	SF	318	488	0	0	0	1	0	0	0	3	16	0	0	0	0	1	0	0.12	3	156	1	0	0.33	0.04	0	0.01	0	0	normal
0	tcp	http	SF	256	4,926	0	0	0	1	0	0	0	1	41	0	0	0	0	1	0	0.07	255	241	0.95	0.02	0	0	0	0	0	0	normal
0	tcp	iso_tsap	REJ	0	0	0	0	0	0	0	0	0	239	7	0	0	1	1	0.03	0.06	0	255	7	0.03	0.07	0	0	0	0	1	1	neptune
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	201	3	0	0	1	1	0.01	0.08	0	255	3	0.01	0.08	0	0	0	0	1	1	neptune
282	tcp	ftp	SF	160	599	0	2	0	1	0	0	1	1	1	0	0	0	0	1	0	0	255	37	0.15	0.02	0	0	0	0	0.44	0	warezmaster
0	tcp	http	SF	229	509	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	21	255	1	0	0.05	0.04	0	0	0	0	normal
0	tcp	imap4	REJ	0	0	0	0	0	0	0	0	0	280	8	0	0	1	1	0.03	0.06	0	255	8	0.03	0.06	0	0	0	0	1	1	neptune
0	udp	private	SF	105	146	0	0	0	0	0	0	0	2	2	0	0	0	0	1	0	0	9	9	1	0	0.11	0	0	0	0	0	snmpgetattack
7,428	tcp	telnet	SF	0	44	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	255	217	0.85	0.03	0	0	0.33	0.39	0.12	0.06	processtable
0	tcp	http	SF	282	396	0	0	0	1	0	0	0	8	8	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
4	tcp	pop_3	SF	28	93	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	255	249	0.98	0.02	0	0	0	0	0	0	guess_passwd
280	tcp	ftp_data	SF	283,618	0	0	0	0	0	0	0	0	2	2	0	0	0	0	1	0	0	7	10	0.86	0.29	0.86	0.2	0	0	0	0	warezmaster
0	tcp	http	SF	233	2,239	0	0	0	1	0	0	0	3	3	0	0	0	0	1	0	0	255	197	0.77	0.02	0	0	0	0	0	0	normal
0	tcp	http	SF	257	8,712	0	0	0	1	0	0	0	2	20	0	0	0	0	1	0	0.2	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	other	REJ	0	0	0	0	0	0	0	0	0	412	1	0.15	0	0.83	1	0	1	0	255	1	0	0.96	0	0	0.1	0	0.89	1	satan
0	tcp	http	SF	214	645	0	0	0	1	0	0	0	30	30	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	telnet	REJ	0	0	0	0	0	0	0	0	0	4	6	0	0	1	1	0.25	1	0.83	106	85	0.29	0.05	0.01	0.02	0.02	0	0.91	0.67	mscan
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	109	13	0	0	1	1	0.12	0.06	0	255	13	0.05	0.07	0	0	0	0	1	1	neptune
0	tcp	smtp	S0	0	0	0	0	0	0	0	0	0	114	1	1	1	0	0	0.01	0.06	0	255	1	0	0.05	0	0	1	1	0	0	neptune
0	tcp	http	SF	203	651	0	0	0	1	0	0	0	19	19	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	216	14	0	0	1	1	0.06	0.06	0	255	14	0.05	0.07	0	0	0	0	1	1	neptune
0	tcp	smtp	SF	0	83	0	0	0	1	0	0	0	1	2	0	0	0	0	1	0	1	61	146	0.8	0.07	0.02	0.01	0	0	0	0.01	normal
0	tcp	http	SF	307	484	0	0	0	1	0	0	0	2	2	0	0	0	0	1	0	0	10	255	1	0	0.1	0.05	0	0	0	0	normal
0	tcp	http	SF	320	1,667	0	0	0	1	0	0	0	8	30	0	0	0	0	1	0	0.17	85	253	1	0	0.01	0.04	0	0	0	0	normal
0	tcp	csnet_ns	REJ	0	0	0	0	0	0	0	0	0	251	3	0	0	1	1	0.01	0.06	0	255	3	0.01	0.06	0	0	0	0	1	1	neptune
0	tcp	http	SF	215	430	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	40	255	1	0	0.03	0.04	0	0	0	0	normal
0	tcp	http	SF	358	3,691	0	0	0	1	0	0	0	11	11	0	0	0	0	1	0	0	81	255	1	0	0.01	0.03	0	0	0	0	normal
8,092	tcp	telnet	SF	0	15	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	255	67	0.26	0.03	0	0	0	0.01	0.11	0.19	processtable
0	tcp	http	SF	270	1,332	0	0	0	1	0	0	0	2	2	0	0	0	0	1	0	0	7	255	1	0	0.14	0.04	0	0	0	0	normal
0	tcp	http	SF	337	283	0	0	0	1	0	0	0	24	29	0	0	0	0	1	0	0.1	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	267	19	0.01	0	0.99	1	0.07	0.06	0	255	19	0.07	0.06	0	0	0.01	0	0.99	1	neptune
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	231	6	0	0	1	1	0.03	0.07	0	255	6	0.02	0.07	0	0	0	0	1	1	neptune
0	icmp	ecr_i	SF	1,480	0	1	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	1	25	1	0	1	0.52	0	0	0	0	pod
0	tcp	http	SF	219	1,310	0	0	0	1	0	0	0	4	4	0	0	0	0	1	0	0	4	251	1	0	0.25	0.08	0	0	0	0	normal
0	tcp	http	SF	258	1,012	0	0	0	1	0	0	0	26	26	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	http	SF	324	1,093	0	0	0	1	0	0	0	5	8	0	0	0	0	1	0	0.38	69	255	1	0	0.01	0.01	0	0	0	0	normal
0	tcp	finger	RSTO	0	0	0	0	0	0	0	0	0	58	19	0	0	1	1	0.33	0.07	0	255	62	0.24	0.11	0	0	0	0	1	1	neptune
0	tcp	pop_3	RSTO	0	36	0	0	0	1	0	0	0	3	7	0	0	1	1	0.33	1	1	189	60	0.24	0.03	0.01	0.03	0	0	0.88	0.98	mscan
0	tcp	http	SF	236	10,503	0	0	0	1	0	0	0	3	3	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	ftp_data	SF	1,699	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	36	7	0.19	0.11	0.19	0	0	0	0	0	normal
0	tcp	http	SF	327	910	0	0	0	1	0	0	0	14	15	0	0	0	0	1	0	0.13	14	255	1	0	0.07	0.03	0	0	0	0	normal
0	tcp	http	SF	303	2,789	0	0	0	1	0	0	0	8	8	0	0	0	0	1	0	0	255	255	1	0	0	0	0	0	0	0	normal
0	tcp	private	REJ	0	0	0	0	0	0	0	0	0	103	4	0	0	1	1	0.04	0.06	0	255	4	0.02	0.06	0	0	0	0	1	1	neptune
0	tcp	other	REJ	0	0	0	0	0	0	0	0	0	1	1	0	0	1	1	1	0	0	255	13	0.05	0.02	0	0	0	0	0.06	1	httptunnel
3	tcp	pop_3	SF	28	93	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	255	254	1	0.01	0	0	0	0	0	0	guess_passwd
0	tcp	smtp	SF	0	83	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	110	25	0.23	0.13	0.01	0	0	0	0	0	normal
0	tcp	http	SF	282	4,532	0	0	0	1	0	0	0	6	6	0	0	0	0	1	0	0	96	255	1	0	0.01	0.02	0	0	0	0	normal
0	udp	domain_u	SF	44	113	0	0	0	0	0	0	0	3	5	0	0	0	0	1	0	0.4	255	253	0.99	0.01	0	0	0	0	0	0	normal
0	tcp	private	SH	0	0	0	0	0	0	0	0	0	1	1	1	1	0	0	1	0	0	30	1	0.03	1	1	0	1	1	0	0	nmap
0	tcp	uucp	RSTO	0	0	0	0	0	0	0	0	0	119	7	0	0	1	1	0.06	0.07	0	255	7	0.03	0.06	0	0	0	0	1	1	neptune
0	tcp	other	S0	0	0	0	0	0	0	0	0	0	497	1	0	1	0.99	0	0	1	0	255	1	0	1	0	0	0.01	1	0.99	0	satan

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