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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 missing columns ({'Unnamed: 0'})
This happened while the csv dataset builder was generating data using
hf://datasets/NoctisL/Netdatacsv/raw_ton_test.csv (at revision 0f67589feddfff699a8407d591c46b25c8abaa94)
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 2013, 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
srcip: int64
dstip: int64
srcport: int64
dstport: int64
proto: string
ts: int64
td: double
pkt: int64
byt: int64
label: int64
type: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1436
to
{'Unnamed: 0': Value(dtype='int64', id=None), 'srcip': Value(dtype='string', id=None), 'dstip': Value(dtype='string', id=None), 'srcport': Value(dtype='int64', id=None), 'dstport': Value(dtype='int64', id=None), 'proto': Value(dtype='string', id=None), 'ts': Value(dtype='float64', id=None), 'td': Value(dtype='float64', id=None), 'pkt': Value(dtype='int64', id=None), 'byt': Value(dtype='float64', id=None), 'label': Value(dtype='string', id=None), 'type': 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 1396, 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 1045, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1029, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1124, 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 1884, 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 2015, 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 missing columns ({'Unnamed: 0'})
This happened while the csv dataset builder was generating data using
hf://datasets/NoctisL/Netdatacsv/raw_ton_test.csv (at revision 0f67589feddfff699a8407d591c46b25c8abaa94)
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.
Unnamed: 0
int64 | srcip
string | dstip
string | srcport
int64 | dstport
int64 | proto
string | ts
float64 | td
float64 | pkt
int64 | byt
float64 | label
string | type
string |
|---|---|---|---|---|---|---|---|---|---|---|---|
206,739 | 192.168.220.16 | 192.168.100.5 | 58,844 | 445 | TCP | 1,489,536,076,631,000 | 0.004 | 2 | 174 | normal | --- |
220,768 | 192.168.220.16 | 192.168.200.9 | 51,491 | 135 | TCP | 1,489,536,090,453,000 | 0.003 | 2 | 112 | attacker | portScan |
44,788 | 192.168.100.5 | 192.168.220.13 | 445 | 60,689 | TCP | 1,489,536,090,742,000 | 0 | 1 | 108 | normal | --- |
52,072 | 192.168.220.16 | 192.168.200.1 | 51,357 | 52,822 | TCP | 1,489,536,091,454,000 | 0 | 1 | 58 | attacker | portScan |
61,578 | 192.168.220.16 | 192.168.200.5 | 51,357 | 10,616 | TCP | 1,489,536,092,455,000 | 0 | 1 | 58 | attacker | portScan |
122,661 | 192.168.220.16 | 192.168.200.2 | 51,357 | 8,045 | TCP | 1,489,536,093,456,000 | 0 | 1 | 58 | attacker | portScan |
99,878 | 192.168.200.8 | 192.168.220.16 | 135 | 51,407 | TCP | 1,489,536,109,460,000 | 0 | 1 | 58 | victim | portScan |
227,306 | 192.168.220.9 | 192.168.100.5 | 37,884 | 445 | TCP | 1,489,536,111,476,000 | 0.004 | 2 | 174 | normal | --- |
121,186 | 192.168.220.16 | 192.168.200.8 | 51,358 | 2,033 | TCP | 1,489,536,125,461,000 | 0 | 1 | 58 | attacker | portScan |
202,670 | 192.168.220.6 | 192.168.100.5 | 46,709 | 445 | TCP | 1,489,536,127,394,000 | 0.002 | 2 | 174 | normal | --- |
2,643 | 192.168.100.5 | 192.168.220.16 | 445 | 58,844 | TCP | 1,489,536,136,796,000 | 0 | 1 | 108 | normal | --- |
174,381 | 192.168.220.5 | 192.168.100.5 | 51,146 | 445 | TCP | 1,489,536,141,862,000 | 0.002 | 2 | 174 | normal | --- |
167,753 | 192.168.220.7 | 192.168.100.5 | 37,191 | 445 | TCP | 1,489,536,148,411,000 | 0.005 | 2 | 174 | normal | --- |
56,490 | 192.168.100.5 | 192.168.200.4 | 445 | 43,183 | TCP | 1,489,536,151,249,000 | 0 | 1 | 108 | normal | --- |
88,943 | 192.168.220.16 | 192.168.200.9 | 51,358 | 6,580 | TCP | 1,489,536,157,465,000 | 0 | 1 | 58 | attacker | portScan |
148,959 | 192.168.200.5 | 192.168.220.16 | 5,963 | 51,357 | TCP | 1,489,536,172,468,000 | 0 | 1 | 54 | victim | portScan |
175,789 | 192.168.220.15 | 192.168.100.5 | 48,888 | 445 | TCP | 1,489,536,196,873,000 | 0.003 | 2 | 174 | normal | --- |
141,614 | 192.168.220.14 | 192.168.220.255 | 137 | 137 | UDP | 1,489,536,217,143,000 | 0 | 1 | 92 | normal | --- |
154,611 | 192.168.100.5 | 192.168.220.9 | 445 | 37,884 | TCP | 1,489,536,231,799,000 | 0 | 1 | 108 | normal | --- |
174,358 | 192.168.220.16 | 192.168.200.9 | 51,357 | 5,989 | TCP | 1,489,536,239,479,000 | 0 | 1 | 58 | attacker | portScan |
128,337 | 192.168.100.5 | 192.168.220.13 | 445 | 60,689 | TCP | 1,489,536,271,224,000 | 0 | 1 | 108 | normal | --- |
74,300 | 192.168.220.10 | 192.168.100.5 | 40,239 | 445 | TCP | 1,489,536,286,842,000 | 0 | 2 | 174 | normal | --- |
54,296 | 192.168.220.11 | 192.168.100.5 | 34,743 | 445 | TCP | 1,489,536,287,129,000 | 0 | 1 | 66 | normal | --- |
152,700 | 192.168.220.16 | 192.168.200.2 | 51,357 | 1,322 | TCP | 1,489,536,289,489,000 | 0 | 1 | 58 | attacker | portScan |
6,906 | 192.168.220.12 | 192.168.100.5 | 49,511 | 445 | TCP | 1,489,536,305,130,000 | 0 | 2 | 174 | normal | --- |
119,859 | 192.168.100.5 | 192.168.220.12 | 445 | 49,511 | TCP | 1,489,536,305,131,000 | 0 | 1 | 108 | normal | --- |
89,419 | 192.168.100.5 | 192.168.220.8 | 445 | 49,094 | TCP | 1,489,536,309,563,000 | 0 | 1 | 108 | normal | --- |
13,095 | 192.168.220.13 | 192.168.100.5 | 60,689 | 445 | TCP | 1,489,536,331,384,000 | 0.003 | 2 | 174 | normal | --- |
146,819 | 192.168.100.5 | 192.168.220.9 | 445 | 37,884 | TCP | 1,489,536,352,121,000 | 0 | 1 | 108 | normal | --- |
160,580 | 192.168.200.5 | 192.168.100.5 | 46,808 | 445 | TCP | 1,489,536,363,345,000 | 0.002 | 2 | 174 | normal | --- |
241,724 | 192.168.100.5 | 192.168.220.12 | 445 | 49,511 | TCP | 1,489,536,365,292,000 | 0 | 1 | 108 | normal | --- |
146,434 | 192.168.220.16 | 192.168.200.9 | 51,357 | 1,130 | TCP | 1,489,536,368,498,000 | 0 | 1 | 58 | attacker | portScan |
133,574 | 192.168.220.14 | 192.168.100.5 | 52,321 | 445 | TCP | 1,489,536,390,235,000 | 0.005 | 2 | 174 | normal | --- |
170,227 | 192.168.220.16 | 192.168.200.4 | 51,357 | 4,002 | TCP | 1,489,536,400,501,000 | 0 | 1 | 58 | attacker | portScan |
68,858 | 192.168.100.5 | 192.168.220.10 | 445 | 40,239 | TCP | 1,489,536,407,165,000 | 0 | 1 | 108 | normal | --- |
83,396 | 192.168.100.5 | 192.168.220.4 | 445 | 43,145 | TCP | 1,489,536,429,434,000 | 0 | 1 | 108 | normal | --- |
5,455 | 192.168.220.8 | 192.168.220.255 | 138 | 138 | UDP | 1,489,536,447,372,000 | 0 | 1 | 262 | normal | --- |
215,532 | 192.168.220.16 | 192.168.220.255 | 138 | 138 | UDP | 1,489,536,447,372,000 | 0 | 1 | 262 | attacker | portScan |
233,636 | 192.168.220.7 | 192.168.100.5 | 37,191 | 445 | TCP | 1,489,536,449,215,000 | 0.005 | 2 | 174 | normal | --- |
6,660 | 192.168.100.5 | 192.168.220.7 | 445 | 37,191 | TCP | 1,489,536,449,216,000 | 0 | 1 | 108 | normal | --- |
245,398 | 192.168.220.13 | 192.168.100.5 | 60,689 | 445 | TCP | 1,489,536,451,705,000 | 0.002 | 2 | 174 | normal | --- |
36,538 | 192.168.100.5 | 192.168.220.13 | 445 | 60,689 | TCP | 1,489,536,451,707,000 | 0 | 1 | 108 | normal | --- |
84,855 | 192.168.200.1 | 192.168.220.16 | 8,081 | 51,357 | TCP | 1,489,536,465,513,000 | 0 | 1 | 54 | victim | portScan |
132,749 | 192.168.100.5 | 192.168.220.12 | 445 | 49,511 | TCP | 1,489,536,485,612,000 | 0 | 1 | 108 | normal | --- |
57,062 | 192.168.100.5 | 192.168.220.6 | 445 | 46,709 | TCP | 1,489,536,488,360,000 | 0 | 1 | 108 | normal | --- |
166,998 | 192.168.220.16 | 192.168.200.5 | 51,357 | 6,788 | TCP | 1,489,536,497,518,000 | 0 | 1 | 58 | attacker | portScan |
206,544 | 192.168.200.1 | 192.168.220.16 | 9,485 | 51,357 | TCP | 1,489,536,498,519,000 | 0 | 1 | 54 | victim | portScan |
181,338 | 192.168.220.14 | 192.168.100.5 | 52,321 | 445 | TCP | 1,489,536,510,557,000 | 0.003 | 2 | 174 | normal | --- |
127,733 | 192.168.220.13 | 192.168.100.5 | 60,689 | 445 | TCP | 1,489,536,511,866,000 | 0.002 | 2 | 174 | normal | --- |
187,326 | 192.168.220.16 | 192.168.200.1 | 51,357 | 4,005 | TCP | 1,489,536,517,522,000 | 0 | 1 | 58 | attacker | portScan |
163,527 | 192.168.220.16 | 192.168.200.2 | 51,357 | 5,633 | TCP | 1,489,536,519,525,000 | 0 | 1 | 58 | attacker | portScan |
76,684 | 192.168.200.4 | 192.168.220.16 | 25 | 51,432 | TCP | 1,489,536,535,529,000 | 0 | 1 | 54 | victim | portScan |
180,270 | 192.168.100.5 | 192.168.220.6 | 445 | 46,709 | TCP | 1,489,536,548,520,000 | 0 | 1 | 108 | normal | --- |
83,236 | 192.168.220.4 | 192.168.100.5 | 43,145 | 445 | TCP | 1,489,536,549,754,000 | 0.002 | 2 | 174 | normal | --- |
156,273 | 192.168.100.5 | 192.168.220.8 | 445 | 49,094 | TCP | 1,489,536,550,206,000 | 0 | 1 | 108 | normal | --- |
244,038 | 192.168.220.5 | 192.168.100.5 | 51,146 | 445 | TCP | 1,489,536,562,988,000 | 0.004 | 2 | 174 | normal | --- |
34,804 | 192.168.220.16 | 192.168.200.4 | 51,357 | 44,443 | TCP | 1,489,536,567,532,000 | 0 | 1 | 58 | attacker | portScan |
33,337 | 192.168.220.16 | 192.168.200.9 | 51,357 | 146 | TCP | 1,489,536,568,533,000 | 0 | 1 | 58 | attacker | portScan |
157,265 | 192.168.100.5 | 192.168.200.4 | 445 | 43,183 | TCP | 1,489,536,572,374,000 | 0 | 1 | 108 | normal | --- |
153,016 | 192.168.100.5 | 192.168.220.11 | 445 | 34,743 | TCP | 1,489,536,587,179,000 | 0 | 1 | 70 | normal | --- |
175,944 | 192.168.200.5 | 192.168.100.5 | 46,808 | 445 | TCP | 1,489,536,603,988,000 | 0.003 | 2 | 174 | normal | --- |
47,499 | 192.168.100.5 | 192.168.200.5 | 445 | 46,808 | TCP | 1,489,536,603,990,000 | 0 | 1 | 108 | normal | --- |
5,077 | 192.168.220.12 | 192.168.100.5 | 49,511 | 445 | TCP | 1,489,536,605,933,000 | 0.003 | 2 | 174 | normal | --- |
78,592 | 192.168.220.3 | 192.168.220.255 | 137 | 137 | UDP | 1,489,536,607,548,000 | 0 | 1 | 92 | normal | --- |
97,462 | 192.168.220.15 | 192.168.100.5 | 48,888 | 445 | TCP | 1,489,536,637,743,000 | 0 | 1 | 66 | normal | --- |
4,568 | 192.168.220.8 | 192.168.100.5 | 49,094 | 445 | TCP | 1,489,536,670,527,000 | 0.001 | 2 | 174 | normal | --- |
18,953 | 192.168.100.5 | 192.168.220.9 | 445 | 37,884 | TCP | 1,489,536,677,487,000 | 0 | 1 | 70 | normal | --- |
210,696 | 192.168.200.4 | 192.168.100.5 | 43,183 | 445 | TCP | 1,489,536,692,694,000 | 0.002 | 2 | 174 | normal | --- |
233,900 | 192.168.220.16 | 192.168.200.4 | 51,357 | 8,654 | TCP | 1,489,536,697,553,000 | 0 | 1 | 58 | attacker | portScan |
220,622 | 192.168.220.16 | 192.168.200.9 | 51,357 | 1,782 | TCP | 1,489,536,698,554,000 | 0 | 1 | 58 | attacker | portScan |
120,599 | 192.168.200.9 | 192.168.220.16 | 135 | 51,494 | TCP | 1,489,536,713,557,000 | 0 | 1 | 58 | victim | portScan |
82,333 | 192.168.220.16 | 192.168.200.1 | 51,357 | 1,594 | TCP | 1,489,536,715,564,000 | 0 | 1 | 58 | attacker | portScan |
186,997 | 192.168.200.1 | 192.168.220.16 | 1,594 | 51,357 | TCP | 1,489,536,715,564,000 | 0 | 1 | 54 | victim | portScan |
212,406 | 192.168.220.16 | 192.168.200.4 | 51,357 | 52,673 | TCP | 1,489,536,716,564,000 | 0 | 1 | 58 | attacker | portScan |
183,153 | 192.168.220.16 | 192.168.200.2 | 51,357 | 1,048 | TCP | 1,489,536,717,566,000 | 0 | 1 | 58 | attacker | portScan |
65,426 | 192.168.200.2 | 192.168.220.16 | 1,048 | 51,357 | TCP | 1,489,536,717,566,000 | 0 | 1 | 54 | victim | portScan |
94,986 | 192.168.220.11 | 192.168.100.5 | 34,743 | 445 | TCP | 1,489,536,720,807,000 | 0.005 | 2 | 174 | normal | --- |
158,798 | 192.168.220.8 | 192.168.100.5 | 49,094 | 445 | TCP | 1,489,536,730,688,000 | 0.002 | 2 | 174 | normal | --- |
128,982 | 192.168.220.16 | 192.168.200.9 | 51,358 | 1,782 | TCP | 1,489,536,750,572,000 | 0 | 1 | 58 | attacker | portScan |
201,179 | 192.168.220.16 | 192.168.200.8 | 51,408 | 135 | TCP | 1,489,536,781,574,000 | 0.002 | 2 | 112 | attacker | portScan |
172,627 | 192.168.100.5 | 192.168.220.8 | 445 | 49,094 | TCP | 1,489,536,790,850,000 | 0 | 1 | 108 | normal | --- |
64,211 | 192.168.220.16 | 192.168.200.8 | 51,358 | 1,500 | TCP | 1,489,536,798,578,000 | 0 | 1 | 58 | attacker | portScan |
247,339 | 192.168.220.5 | 192.168.100.5 | 51,146 | 445 | TCP | 1,489,536,803,631,000 | 0.005 | 2 | 174 | normal | --- |
212,628 | 192.168.100.5 | 192.168.220.5 | 445 | 51,146 | TCP | 1,489,536,803,633,000 | 0 | 1 | 108 | normal | --- |
235,602 | 192.168.100.5 | 192.168.220.7 | 445 | 37,191 | TCP | 1,489,536,810,181,000 | 0 | 1 | 108 | normal | --- |
214,818 | 192.168.210.3 | 192.168.210.255 | 138 | 138 | UDP | 1,489,536,819,379,000 | 0 | 2 | 517 | normal | --- |
124,092 | 192.168.100.5 | 192.168.220.9 | 445 | 37,884 | TCP | 1,489,536,833,407,000 | 0 | 1 | 108 | normal | --- |
73,660 | 192.168.220.4 | 192.168.100.5 | 43,145 | 445 | TCP | 1,489,536,850,558,000 | 0.001 | 2 | 174 | normal | --- |
13,940 | 192.168.100.5 | 192.168.220.8 | 445 | 49,094 | TCP | 1,489,536,851,010,000 | 0 | 1 | 108 | normal | --- |
240,689 | 192.168.100.5 | 192.168.220.6 | 445 | 46,709 | TCP | 1,489,536,862,418,000 | 0 | 1 | 70 | normal | --- |
201,764 | 192.168.220.6 | 192.168.100.5 | 46,709 | 445 | TCP | 1,489,536,862,419,000 | 0 | 1 | 66 | normal | --- |
2,257 | 192.168.100.5 | 192.168.220.5 | 445 | 51,146 | TCP | 1,489,536,863,793,000 | 0 | 1 | 108 | normal | --- |
208,449 | 192.168.200.4 | 192.168.100.5 | 43,183 | 445 | TCP | 1,489,536,873,177,000 | 0.003 | 2 | 174 | normal | --- |
185,993 | 192.168.220.16 | 192.168.200.4 | 51,357 | 1,974 | TCP | 1,489,536,893,591,000 | 0 | 1 | 58 | attacker | portScan |
223,541 | 192.168.100.5 | 192.168.220.5 | 445 | 51,146 | TCP | 1,489,536,910,639,000 | 0 | 1 | 70 | normal | --- |
139,859 | 192.168.100.5 | 192.168.220.4 | 445 | 43,145 | TCP | 1,489,536,910,720,000 | 0 | 1 | 108 | normal | --- |
218,371 | 192.168.220.16 | 192.168.200.5 | 51,357 | 15,003 | TCP | 1,489,536,924,594,000 | 0 | 1 | 58 | attacker | portScan |
157,985 | 192.168.200.5 | 192.168.220.16 | 15,003 | 51,357 | TCP | 1,489,536,924,596,000 | 0 | 1 | 54 | victim | portScan |
20,016 | 192.168.100.5 | 192.168.220.15 | 445 | 48,888 | TCP | 1,489,536,937,766,000 | 0 | 1 | 70 | normal | --- |
33,127 | 192.168.200.1 | 192.168.220.16 | 1,034 | 51,357 | TCP | 1,489,536,944,600,000 | 0 | 1 | 54 | victim | portScan |
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