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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: '168.203.32.73' as a scalar of type int64
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2303, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1852, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2143, in cast_array_to_feature
return array_cast(
array,
...<2 lines>...
allow_decimal_to_str=allow_decimal_to_str,
)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1854, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2006, in array_cast
return array.cast(pa_type)
~~~~~~~~~~^^^^^^^^^
File "pyarrow/array.pxi", line 1147, in pyarrow.lib.Array.cast
File "/usr/local/lib/python3.14/site-packages/pyarrow/compute.py", line 412, in cast
return call_function("cast", [arr], options, memory_pool)
File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
result = GetResultValue(
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
return check_status(status)
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
raise convert_status(status)
pyarrow.lib.ArrowInvalid: Failed to parse string: '168.203.32.73' as a scalar of type int64
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
anomalyID int64 | srcIP string | srcPort null | dstIP string | dstPort float64 | taxonomy string | heuristic float64 | distance int64 | nbDetectors string | label null |
|---|---|---|---|---|---|---|---|---|---|
0 | 168.203.32.73 | null | null | null | mptmp | 0.23749 | 7 | anomalous | null |
0 | 209.114.168.96 | null | null | null | mptmp | 0.23749 | 7 | anomalous | null |
1 | null | null | 209.114.169.91 | 80 | mptpHTTP | 0.29331 | 6 | anomalous | null |
2 | 99.37.172.42 | null | 168.203.32.10 | null | mptmp | 0.23717 | 7 | anomalous | null |
2 | 99.37.172.42 | null | null | 80 | mptmp | 0.23717 | 7 | anomalous | null |
2 | null | null | 209.114.169.99 | 80 | mptmp | 0.23717 | 7 | anomalous | null |
2 | null | null | 168.203.32.10 | 80 | mptmp | 0.23717 | 7 | anomalous | null |
3 | 209.114.1.69 | null | null | null | ptmp | 0.91615 | 12 | anomalous | null |
4 | 173.95.10.146 | null | 209.114.165.255 | null | mptpHTTP | 0.03794 | 5 | anomalous | null |
4 | null | null | 209.114.165.255 | 80 | mptpHTTP | 0.03794 | 5 | anomalous | null |
5 | 209.114.162.130 | null | 144.28.150.162 | 443 | alphfl | 0.11077 | 5 | anomalous | null |
6 | 209.114.169.91 | null | null | null | ptmpHTTP | 0.4159 | 8 | anomalous | null |
7 | null | null | 208.17.234.31 | null | ntscUDPUDPrp | 0.40241 | 6 | anomalous | null |
8 | 218.239.201.38 | null | null | null | ipv46tun | 0.03814 | 6 | anomalous | null |
9 | 168.203.32.74 | null | null | null | mptmp | 0.13257 | 7 | anomalous | null |
9 | null | null | 209.114.168.106 | null | mptmp | 0.13257 | 7 | anomalous | null |
9 | null | null | 209.114.168.106 | null | mptmp | 0.13257 | 7 | anomalous | null |
9 | 209.114.168.106 | null | null | null | mptmp | 0.13257 | 7 | anomalous | null |
10 | null | null | 168.203.32.74 | null | mptmp | 0.42583 | 7 | anomalous | null |
10 | null | null | 209.114.168.96 | null | mptmp | 0.42583 | 7 | anomalous | null |
11 | 208.31.103.165 | null | null | null | ntscUDP | 0.44776 | 3 | anomalous | null |
12 | 165.42.240.127 | null | null | null | ptmpHTTP | 0.44776 | 3 | anomalous | null |
13 | 132.170.69.51 | null | null | null | ptmpHTTP | 0.01723 | 4 | anomalous | null |
14 | null | null | 209.114.169.96 | 80 | mptpHTTP | 0.49007 | 8 | anomalous | null |
15 | 96.72.3.36 | null | null | 135 | ntscSYNt | 0.80509 | 11 | anomalous | null |
16 | 159.46.137.5 | null | 207.157.16.168 | null | mptplaHTTP | 0.17424 | 5 | anomalous | null |
16 | 168.203.91.224 | null | 207.157.16.168 | null | mptplaHTTP | 0.17424 | 5 | anomalous | null |
17 | 128.169.165.49 | null | 33.143.175.148 | null | alphflHTTP | 0.40241 | 6 | anomalous | null |
18 | 128.169.6.107 | null | null | null | mptmp | 0.40241 | 6 | anomalous | null |
18 | 128.169.6.106 | null | 119.161.132.52 | null | mptmp | 0.40241 | 6 | anomalous | null |
19 | 168.203.144.129 | null | null | null | ptmp | 0.01723 | 4 | anomalous | null |
20 | null | null | 208.31.96.197 | 40,515 | ntscUDPUDPrp | 0.40241 | 6 | anomalous | null |
21 | null | null | 209.114.173.179 | 80 | mptpHTTP | 0.03794 | 5 | anomalous | null |
21 | null | null | 209.114.173.179 | 53 | mptpHTTP | 0.03794 | 5 | anomalous | null |
22 | 159.46.237.79 | null | 40.84.81.151 | 58,997 | mptplaHTTP | 0.40241 | 6 | anomalous | null |
22 | 133.71.38.158 | null | 40.84.81.151 | 38,953 | mptplaHTTP | 0.40241 | 6 | anomalous | null |
23 | 159.46.232.166 | null | 207.157.16.84 | null | mptmp | 0.40241 | 6 | anomalous | null |
23 | 159.46.232.166 | null | null | null | mptmp | 0.40241 | 6 | anomalous | null |
23 | null | null | 207.157.16.84 | null | mptmp | 0.40241 | 6 | anomalous | null |
23 | null | null | 207.157.16.84 | null | mptmp | 0.40241 | 6 | anomalous | null |
23 | 159.46.232.166 | null | 32.176.133.188 | null | mptmp | 0.40241 | 6 | anomalous | null |
24 | 209.179.4.12 | null | null | null | hostout | -0.11294 | 4 | suspicious | null |
25 | null | null | 209.114.163.8 | null | ntscUDPUDPrp | -0.358122 | 4 | suspicious | null |
25 | null | null | 209.114.163.8 | 53 | ntscUDPUDPrp | -0.358122 | 4 | suspicious | null |
26 | 58.55.89.29 | null | 168.203.146.225 | null | malphfl | -0.14947 | 4 | suspicious | null |
27 | null | null | 132.170.44.195 | 10,477 | mptp | -0.323586 | 3 | suspicious | null |
27 | null | null | 132.170.44.195 | 17,525 | mptp | -0.323586 | 3 | suspicious | null |
28 | 168.203.32.64 | null | null | null | ptmpHTTP | -0.03484 | 5 | suspicious | null |
29 | 28.1.141.68 | null | null | 8,080 | ntscSYNt | -0.15567 | 3 | suspicious | null |
30 | 33.143.242.160 | null | 209.114.163.88 | 80 | mptplaHTTP | -0.15567 | 3 | suspicious | null |
30 | 33.143.242.160 | null | 209.114.163.88 | 80 | mptplaHTTP | -0.15567 | 3 | suspicious | null |
30 | 45.19.70.40 | null | 209.114.163.88 | 80 | mptplaHTTP | -0.15567 | 3 | suspicious | null |
30 | 45.19.70.40 | null | 209.114.163.88 | 80 | mptplaHTTP | -0.15567 | 3 | suspicious | null |
31 | 209.114.164.88 | null | null | null | mptmp | -0.0589 | 5 | suspicious | null |
31 | 209.114.164.88 | null | null | 53 | mptmp | -0.0589 | 5 | suspicious | null |
31 | null | null | 209.114.164.88 | null | mptmp | -0.0589 | 5 | suspicious | null |
31 | null | null | 209.114.164.88 | 53 | mptmp | -0.0589 | 5 | suspicious | null |
32 | 18.213.55.23 | null | null | 25 | sntscSYNt | -0.15567 | 3 | suspicious | null |
33 | 42.221.72.160 | null | null | 5,060 | ntscUDP | -0.11294 | 4 | suspicious | null |
34 | 197.117.19.142 | null | null | 3,389 | ntscSYNt | -0.15567 | 3 | suspicious | null |
35 | 47.80.165.192 | null | null | 135 | ntscSYNt | -0.15567 | 3 | suspicious | null |
36 | 97.132.165.246 | null | null | 1,433 | ntscSYNt | -0.15567 | 3 | suspicious | null |
37 | 168.203.21.82 | null | null | null | ptmpHTTP | -0.2108 | 3 | suspicious | null |
37 | 168.203.21.82 | null | null | 80 | ptmpHTTP | -0.2108 | 3 | suspicious | null |
38 | 209.114.168.97 | null | null | null | ptmpla | -0.389427 | 3 | suspicious | null |
39 | 197.97.72.31 | null | 132.170.93.141 | 80 | mptplaHTTP | -0.24953 | 2 | suspicious | null |
39 | 208.197.70.38 | null | 132.170.93.141 | 80 | mptplaHTTP | -0.24953 | 2 | suspicious | null |
39 | 208.197.70.42 | null | 132.170.93.141 | 80 | mptplaHTTP | -0.24953 | 2 | suspicious | null |
39 | 134.222.2.128 | null | 132.170.93.141 | 80 | mptplaHTTP | -0.24953 | 2 | suspicious | null |
40 | 208.31.189.162 | null | null | 53 | mptmp | -0.402217 | 3 | suspicious | null |
40 | null | null | 208.31.189.162 | 53 | mptmp | -0.402217 | 3 | suspicious | null |
41 | 209.114.163.8 | null | null | 53 | ntscUDP | -0.0589 | 5 | suspicious | null |
42 | null | null | 208.31.96.192 | null | mptmp | -0.358122 | 4 | suspicious | null |
42 | null | null | 209.114.162.89 | null | mptmp | -0.358122 | 4 | suspicious | null |
43 | 132.170.44.195 | null | null | null | ptmp | -0.275135 | 3 | suspicious | null |
43 | 132.170.44.195 | null | null | null | ptmp | -0.275135 | 3 | suspicious | null |
44 | 209.114.173.179 | null | null | null | ptmpHTTP | -0.05601 | 4 | suspicious | null |
44 | 209.114.173.179 | null | null | null | ptmpHTTP | -0.05601 | 4 | suspicious | null |
45 | 96.223.236.160 | null | 208.31.185.102 | null | alphflHTTP | -0.310088 | 3 | suspicious | null |
46 | 132.170.92.80 | null | null | null | ptmpHTTP | -0.05601 | 4 | suspicious | null |
47 | 168.203.32.64 | null | null | null | ptmpHTTP | -0.19609 | 3 | suspicious | null |
48 | 214.157.74.7 | null | 209.114.183.62 | null | mptplaHTTP | -0.275135 | 3 | suspicious | null |
48 | 119.180.210.185 | null | 209.114.183.62 | null | mptplaHTTP | -0.275135 | 3 | suspicious | null |
49 | 128.180.204.115 | null | null | null | mptmp | -0.356821 | 2 | suspicious | null |
49 | 133.71.174.55 | null | null | null | mptmp | -0.356821 | 2 | suspicious | null |
50 | null | null | 207.157.16.146 | null | mptmp | -0.12005 | 3 | suspicious | null |
50 | 132.170.109.67 | null | 33.143.240.58 | null | mptmp | -0.12005 | 3 | suspicious | null |
51 | null | null | 45.19.106.201 | null | mptmp | -0.12005 | 3 | suspicious | null |
51 | 159.46.236.191 | null | 32.176.139.54 | null | mptmp | -0.12005 | 3 | suspicious | null |
51 | 209.114.173.178 | null | 207.157.16.17 | null | mptmp | -0.12005 | 3 | suspicious | null |
52 | 128.180.225.171 | null | 207.157.16.99 | null | mptmp | -0.12005 | 3 | suspicious | null |
52 | 128.180.225.171 | null | null | null | mptmp | -0.12005 | 3 | suspicious | null |
52 | 159.46.138.142 | null | null | null | mptmp | -0.12005 | 3 | suspicious | null |
52 | 133.71.129.183 | null | 207.157.16.99 | null | mptmp | -0.12005 | 3 | suspicious | null |
53 | 209.114.173.179 | null | 32.176.129.192 | null | alphflHTTP | -0.356821 | 2 | suspicious | null |
54 | 168.203.148.135 | null | 208.16.16.197 | 80 | mptmp | -0.12005 | 3 | suspicious | null |
54 | 168.203.147.87 | null | 37.233.129.203 | 80 | mptmp | -0.12005 | 3 | suspicious | null |
55 | 133.71.0.243 | null | 63.166.129.130 | null | ptmplaHTTP | -0.356821 | 2 | suspicious | null |
55 | 133.71.0.243 | null | 32.176.133.77 | null | ptmplaHTTP | -0.356821 | 2 | suspicious | null |
56 | 128.180.172.177 | null | 207.157.16.111 | null | ptmplaHTTP | -0.356821 | 2 | suspicious | null |
End of preview.
YAML Metadata Warning:The task_categories "anomaly-detection" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
MAWIFlow / MAWILab source mirror
This repository mirrors the January 2011, January 2016, and January 2021 source artifacts referenced by the official MAWIFlow pipeline. It contains raw, anonymised packet traces and MAWILab annotation files; it is not a ready-to- train flow-table dataset.
Provenance
- MAWIFlow pipeline commit:
d7910039ac7849705b2d3c6bcfd80db8a47d1189 - Upstream project: https://github.com/TheLurps/MAWIFlow
- Original MAWILab: http://www.fukuda-lab.org/mawilab/v1.1
- Coverage: 346 upstream files, 128.76 GB by upstream byte counts.
Important use and redistribution notice
The MAWIFlow source repository states that rights to the raw MAWILab PCAP files and annotations remain with the MAWILab project. This mirror preserves upstream provenance and is published only with permission to redistribute these materials. Users must comply with MAWILab's current terms and applicable institutional, ethical, and legal requirements.
Layout
raw/mawilab-v1.1/year=<YYYY>/month=01/day=<DD>/ contains the original packet
capture plus the MAWILab labels for that date. metadata/source_manifest.jsonl
contains the original URL, expected source size, and the MAWIFlow DVC pointer
for every mirrored file.
Reproducibility
The raw sources were mirrored without changing content. The official MAWIFlow repository provides the downstream annotation, CICFlowMeter flow extraction, and sampling pipeline. Large raw PCAPs should be converted to compressed Parquet flow tables before use in model training.
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