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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
src_user: string
src_pc: string
auth_type: string
logon_type: string
orientation: string
success: string
injected_label: string
P1_PCV02Z: double
P2_VXT03: double
P4_HT_FD: double
P3_LH: double
P4_ST_PO: double
P1_PIT01: double
P1_FCV02D: double
P1_FT02: double
P2_VT01e: double
P1_B4022: double
P4_ST_FD: double
P1_TIT01: double
P2_On: double
P1_B3005: double
P1_FT03Z: double
P4_LD: double
P2_Auto: double
P4_ST_PT01: double
P1_FCV03Z: double
P1_B3004: double
P1_B2004: double
P1_FCV01D: double
P1_B4002: double
P1_LIT01: double
P1_PCV02D: double
P1_TIT02: double
P1_B400B: double
P2_VXT02: double
P3_LCV01D: double
P1_FCV02Z: double
P1_PCV01Z: double
P2_TripEx: double
P2_SIT01: double
P4_HT_LD: double
P1_B4005: double
P1_FT01: double
P3_LT01: double
P2_VYT02: double
P2_Emgy: double
P1_FT03: double
P1_LCV01Z: double
P1_FT02Z: double
P2_SD01: double
P4_HT_PO: double
P4_ST_PS: double
P1_FCV03D: double
P1_FT01Z: double
P2_24Vdc: double
P1_PCV01D: double
P1_FCV01Z: double
P1_B2016: double
P3_LL: double
P4_HT_PS: double
P1_PIT02: double
P4_ST_LD: double
P4_ST_TT01: double
P1_LCV01D: double
P3_LCP01D: double
P2_VYT03: double
to
{'P1_B2004': Value('float64'), 'P1_B2016': Value('float64'), 'P1_B3004': Value('float64'), 'P1_B3005': Value('float64'), 'P1_B4002': Value('float64'), 'P1_B4005': Value('float64'), 'P1_B400B': Value('float64'), 'P1_B4022': Value('float64'), 'P1_FCV01D': Value('float64'), 'P1_FCV01Z': Value('float64'), 'P1_FCV02D': Value('float64'), 'P1_FCV02Z': Value('float64'), 'P1_FCV03D': Value('float64'), 'P1_FCV03Z': Value('float64'), 'P1_FT01': Value('float64'), 'P1_FT01Z': Value('float64'), 'P1_FT02': Value('float64'), 'P1_FT02Z': Value('float64'), 'P1_FT03': Value('float64'), 'P1_FT03Z': Value('float64'), 'P1_LCV01D': Value('float64'), 'P1_LCV01Z': Value('float64'), 'P1_LIT01': Value('float64'), 'P1_PCV01D': Value('float64'), 'P1_PCV01Z': Value('float64'), 'P1_PCV02D': Value('float64'), 'P1_PCV02Z': Value('float64'), 'P1_PIT01': Value('float64'), 'P1_PIT02': Value('float64'), 'P1_TIT01': Value('float64'), 'P1_TIT02': Value('float64'), 'P2_24Vdc': Value('float64'), 'P2_Auto': Value('float64'), 'P2_Emgy': Value('float64'), 'P2_On': Value('float64'), 'P2_SD01': Value('float64'), 'P2_SIT01': Value('float64'), 'P2_TripEx': Value('float64'), 'P2_VT01e': Value('float64'), 'P2_VXT02': Value('float64'), 'P2_VXT03': Value('float64'), 'P2_VYT02': Value('float64'), 'P2_VYT03': Value('float64'), 'P3_LCP01D': Value('float64'), 'P3_LCV01D': Value('float64'), 'P3_LH': Value('float64'), 'P3_LL': Value('float64'), 'P3_LT01': Value('float64'), 'P4_HT_FD': Value('float64'), 'P4_HT_LD': Value('float64'), 'P4_HT_PO': Value('float64'), 'P4_HT_PS': Value('float64'), 'P4_LD': Value('float64'), 'P4_ST_FD': Value('float64'), 'P4_ST_LD': Value('float64'), 'P4_ST_PO': Value('float64'), 'P4_ST_PS': Value('float64'), 'P4_ST_PT01': Value('float64'), 'P4_ST_TT01': Value('float64'), 'injected_label': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_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 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              src_user: string
              src_pc: string
              auth_type: string
              logon_type: string
              orientation: string
              success: string
              injected_label: string
              P1_PCV02Z: double
              P2_VXT03: double
              P4_HT_FD: double
              P3_LH: double
              P4_ST_PO: double
              P1_PIT01: double
              P1_FCV02D: double
              P1_FT02: double
              P2_VT01e: double
              P1_B4022: double
              P4_ST_FD: double
              P1_TIT01: double
              P2_On: double
              P1_B3005: double
              P1_FT03Z: double
              P4_LD: double
              P2_Auto: double
              P4_ST_PT01: double
              P1_FCV03Z: double
              P1_B3004: double
              P1_B2004: double
              P1_FCV01D: double
              P1_B4002: double
              P1_LIT01: double
              P1_PCV02D: double
              P1_TIT02: double
              P1_B400B: double
              P2_VXT02: double
              P3_LCV01D: double
              P1_FCV02Z: double
              P1_PCV01Z: double
              P2_TripEx: double
              P2_SIT01: double
              P4_HT_LD: double
              P1_B4005: double
              P1_FT01: double
              P3_LT01: double
              P2_VYT02: double
              P2_Emgy: double
              P1_FT03: double
              P1_LCV01Z: double
              P1_FT02Z: double
              P2_SD01: double
              P4_HT_PO: double
              P4_ST_PS: double
              P1_FCV03D: double
              P1_FT01Z: double
              P2_24Vdc: double
              P1_PCV01D: double
              P1_FCV01Z: double
              P1_B2016: double
              P3_LL: double
              P4_HT_PS: double
              P1_PIT02: double
              P4_ST_LD: double
              P4_ST_TT01: double
              P1_LCV01D: double
              P3_LCP01D: double
              P2_VYT03: double
              to
              {'P1_B2004': Value('float64'), 'P1_B2016': Value('float64'), 'P1_B3004': Value('float64'), 'P1_B3005': Value('float64'), 'P1_B4002': Value('float64'), 'P1_B4005': Value('float64'), 'P1_B400B': Value('float64'), 'P1_B4022': Value('float64'), 'P1_FCV01D': Value('float64'), 'P1_FCV01Z': Value('float64'), 'P1_FCV02D': Value('float64'), 'P1_FCV02Z': Value('float64'), 'P1_FCV03D': Value('float64'), 'P1_FCV03Z': Value('float64'), 'P1_FT01': Value('float64'), 'P1_FT01Z': Value('float64'), 'P1_FT02': Value('float64'), 'P1_FT02Z': Value('float64'), 'P1_FT03': Value('float64'), 'P1_FT03Z': Value('float64'), 'P1_LCV01D': Value('float64'), 'P1_LCV01Z': Value('float64'), 'P1_LIT01': Value('float64'), 'P1_PCV01D': Value('float64'), 'P1_PCV01Z': Value('float64'), 'P1_PCV02D': Value('float64'), 'P1_PCV02Z': Value('float64'), 'P1_PIT01': Value('float64'), 'P1_PIT02': Value('float64'), 'P1_TIT01': Value('float64'), 'P1_TIT02': Value('float64'), 'P2_24Vdc': Value('float64'), 'P2_Auto': Value('float64'), 'P2_Emgy': Value('float64'), 'P2_On': Value('float64'), 'P2_SD01': Value('float64'), 'P2_SIT01': Value('float64'), 'P2_TripEx': Value('float64'), 'P2_VT01e': Value('float64'), 'P2_VXT02': Value('float64'), 'P2_VXT03': Value('float64'), 'P2_VYT02': Value('float64'), 'P2_VYT03': Value('float64'), 'P3_LCP01D': Value('float64'), 'P3_LCV01D': Value('float64'), 'P3_LH': Value('float64'), 'P3_LL': Value('float64'), 'P3_LT01': Value('float64'), 'P4_HT_FD': Value('float64'), 'P4_HT_LD': Value('float64'), 'P4_HT_PO': Value('float64'), 'P4_HT_PS': Value('float64'), 'P4_LD': Value('float64'), 'P4_ST_FD': Value('float64'), 'P4_ST_LD': Value('float64'), 'P4_ST_PO': Value('float64'), 'P4_ST_PS': Value('float64'), 'P4_ST_PT01': Value('float64'), 'P4_ST_TT01': Value('float64'), 'injected_label': Value('string')}
              because column names don't match
              
              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 dataset

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P1_B2004
float64
P1_B2016
float64
P1_B3004
float64
P1_B3005
float64
P1_B4002
float64
P1_B4005
float64
P1_B400B
float64
P1_B4022
float64
P1_FCV01D
float64
P1_FCV01Z
float64
P1_FCV02D
float64
P1_FCV02Z
float64
P1_FCV03D
float64
P1_FCV03Z
float64
P1_FT01
float64
P1_FT01Z
float64
P1_FT02
float64
P1_FT02Z
float64
P1_FT03
float64
P1_FT03Z
float64
P1_LCV01D
float64
P1_LCV01Z
float64
P1_LIT01
float64
P1_PCV01D
float64
P1_PCV01Z
float64
P1_PCV02D
float64
P1_PCV02Z
float64
P1_PIT01
float64
P1_PIT02
float64
P1_TIT01
float64
P1_TIT02
float64
P2_24Vdc
float64
P2_Auto
float64
P2_Emgy
float64
P2_On
float64
P2_SD01
float64
P2_SIT01
float64
P2_TripEx
float64
P2_VT01e
float64
P2_VXT02
float64
P2_VXT03
float64
P2_VYT02
float64
P2_VYT03
float64
P3_LCP01D
float64
P3_LCV01D
float64
P3_LH
float64
P3_LL
float64
P3_LT01
float64
P4_HT_FD
float64
P4_HT_LD
float64
P4_HT_PO
float64
P4_HT_PS
float64
P4_LD
float64
P4_ST_FD
float64
P4_ST_LD
float64
P4_ST_PO
float64
P4_ST_PS
float64
P4_ST_PT01
float64
P4_ST_TT01
float64
injected_label
string
0.0963
0.9262
400.2441
1,111.6237
32.0154
4.4944
-27.0263
35.3471
-1.1687
2.7731
97.8768
97.252
53.9201
54.3756
113.6017
578.2971
8.497
-8.1162
309.3071
1,110.0677
22.0175
21.8538
394.7576
30.1644
29.9724
12.0023
12.0199
0.895
0.1885
35.7887
37.0962
28.0245
1.0681
0.0343
0.9441
20.013
810.2894
0.0637
11.8575
-3.27
-1.2444
0.3923
1.8727
-301.8
493.2199
70.0347
10.0357
67.6944
-0.0002
1.2422
1.691
0.0607
299.897
-0.0028
299.2084
288.8883
51.1897
9,915.0777
27,627.6662
benign
0.0994
0.9566
398.8918
1,109.984
32.0189
-2.1661
66.4967
35.3543
-1.6039
1.6539
98.2334
98.5574
53.8171
54.0043
115.3545
571.1696
50.9224
70.5724
309.1924
1,108.7969
21.8732
22.0855
395.0881
30.4709
726.7257
12.0028
11.9942
0.889
0.1779
35.8254
37.0593
28.0244
1.0252
0.0343
1.0065
19.395
810.813
0.0483
11.8719
-3.2839
-1.2692
0.4149
1.8174
-110.7511
-171,019.1765
69.9434
9.9886
522.9295
0.0001
-0.3504
0.2564
-0.0207
307.4808
-0.0029
296.8824
285.5601
52.9551
9,916.7672
27,627.143
malicious
0.1007
0.944
399.1666
1,112.304
32.0039
-2.1968
-44.289
35.372
-2.143
-2.5309
96.846
95.0735
53.7233
54.4911
115.2921
587.8601
13.6109
-13.2497
309.6698
1,112.9744
22.1204
21.6441
394.6008
29.7821
32.8949
11.9927
11.9983
0.8958
0.243
35.7198
37.035
28.0246
1.0342
-0.1292
1.0168
20.3564
813.1535
-0.0679
11.8631
-3.2964
-1.2691
0.4484
1.845
-34.4876
226.1955
69.9482
10.0236
69.8176
-0.0002
-1.533
0.9002
-0.0278
296.6044
-0.0029
302.0794
286.1342
50.0967
9,918.9411
27,626.8603
benign
0.0998
0.9561
398.2612
1,109.2155
31.9978
-0.2911
26.4753
35.3184
884.5613
0.6104
97.7473
97.5615
53.7104
54.4883
116.822
573.2598
-21,764.8942
94.9203
314.5668
1,110.2319
22.0194
21.6577
394.59
32.8917
29.5471
12.0037
12.008
0.89
0.2145
35.826
37.203
28.0247
0.9991
-0.0645
1.0492
19.7867
813.9325
0.0822
11.8613
-3.2815
-1.2425
0.3972
1.803
130.3132
171,019.1765
69.9663
10.0031
68.2901
0
0.231
1.3048
-0.0519
298.8016
-0.0031
300.3479
284.6763
51.1446
9,916.3503
27,623.6606
malicious
0.0959
0.9658
399.739
1,112.9674
32.0021
0.8199
75.265
35.3026
2.8442
2.5277
92.6605
93.3007
53.9451
54.0915
114.7537
577.79
-12.6178
-49.9229
308.5394
1,112.2127
22.0625
21.5324
395.9254
29.4864
31.5257
12.0006
12.0198
0.902
0.203
35.8052
37.2793
28.0246
0.9956
0.009
1.0695
20.2551
816.6381
0.0497
11.8682
-3.2876
-1.2604
0.4237
1.8272
-22.4001
350.6179
70.0043
10.014
68.0733
-0.0001
-0.4305
0.2324
0.06
306.1967
-0.0029
299.1696
285.3884
50.731
9,915.6419
27,627.1706
benign
0.0971
0.9539
399.8721
1,111.3565
31.9875
2.1437
55.8944
35.3494
-1.4809
3.5601
102.2491
90.3023
53.7516
54.4082
118.1304
580.5191
15.5082
46.6291
311.1737
1,110.433
21.9077
21.6239
393.1104
30.9866
34.7927
12.001
12.0172
0.8913
0.2192
35.8178
37.2241
28.0248
0.954
0.1982
0.9648
19.7193
813.6022
0.0157
11.8667
-3.2862
-1.2323
0.4263
1.8317
108.6423
184.4525
69.9492
9.9479
69.4877
-0.0001
0.6967
-2.1795
-0.0401
298.1706
-0.003
298.6161
289.9256
49.0862
9,919.1618
27,625.4622
benign
0.0992
0.9525
400.6659
1,110.7989
31.9737
4.3978
28.8966
35.3538
2.6334
2.0247
98.9548
97.9085
53.8762
54.4277
117.6347
589.9796
-10.6317
6.6524
311.9479
1,113.6118
21.7763
22.1505
397.3762
29.8131
29.7574
12.0004
12.0088
0.8959
0.2265
35.7681
37.2024
28.0245
1.1074
0.0028
1.005
20.0402
813.3553
0.014
11.8659
-3.2987
-1.2566
0.419
1.8518
341.1882
841.2339
69.9722
9.9908
69.3092
-0.0002
-0.6871
1.7807
0.0213
305.1237
-0.0031
299.5365
286.9912
51.5412
9,921.8392
27,627.2184
benign
0.0982
0.9453
398.9574
1,111.1799
31.9865
-1.3868
80.8648
35.3306
1.0791
1.4771
100.7843
93.3461
53.6716
54.5695
115.9576
573.8403
47.1336
-35.3312
309.7079
1,116.1007
22.1393
21.7111
395.1734
30.5621
30.9174
11.9998
12.0068
0.9134
0.2227
35.8264
37.0692
28.0245
1.0131
-0.0337
1.0525
20.4929
814.6634
0.0047
11.8649
-3.2648
-1.2367
0.3607
1.8464
-56.326
4.6001
70.0315
10.0566
67.4852
-0.0002
-1.1438
2.2067
0.0243
297.422
-0.0029
295.2371
286.7142
49.8065
9,917.2037
27,624.3096
benign
0.1006
0.9445
398.6564
1,111.4129
32.0253
0.2313
-58.0388
35.3407
-3.5759
-0.8228
96.4922
92.1899
53.8025
54.2512
116.292
577.6785
7.6815
59.2538
310.7857
1,115.2536
21.9891
21.7014
394.4767
31.5468
30.9971
11.9909
12.0182
0.8817
0.2217
35.8349
37.0986
28.0246
0.977
-0.0295
0.9683
19.4514
813.4412
-0.0072
11.8597
-3.2262
-1.2717
0.4024
1.8293
467.1659
-104.2332
69.9912
9.9974
68.81
-0.0001
-0.4781
1.1753
25
304.253
-0.003
300.4295
288.9931
50.9664
9,912.4271
27,625.7344
malicious
0.0967
0.9579
400.5178
1,108.0189
32.0187
0.6332
-26.431
35.3249
-0.2608
0.2274
99.4718
94.8313
53.6697
54.219
111.9327
570.1048
17.987
22.3689
311.9452
1,105.5625
22.247
21.8806
397.1
31.5492
29.5713
12.0103
12.0169
0.8941
0.1898
35.8183
37.1014
28.0245
0.9678
-0.0243
0.9061
19.9286
813.1367
-0.0546
11.8582
-3.2523
-1.245
0.412
1.8381
111.9196
-244.2039
70.1062
9.9785
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32.0158
2.2067
75.7417
35.3114
0.7353
0.261
98.6926
96.8136
53.6391
54.4485
112.8416
586.9055
109.3145
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307.7603
1,108.8368
22.0693
21.4416
395.9595
30.0917
32.6959
12.0062
12.01
0.886
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35.8132
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28.0246
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301.5145
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295.7162
287.4418
48.2093
9,915.4381
27,624.0042
benign
0.0968
0.9552
397.892
1,111.981
31.9941
-2.4213
64.5146
35.3391
0.9319
1.2786
100.2324
95.0979
139.4013
54.1505
116.769
585.9024
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48.8044
312.1841
1,114.2261
22.0796
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393.2728
27.8661
31.8761
12.0043
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0.8927
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35.816
37.0739
28.0246
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19.7755
813.1171
0.0972
11.8657
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1.8159
89.7838
48.6796
70.0231
9.9877
69.3624
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2.2395
0.0173
303.8209
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288.0499
50.9125
9,915.3533
27,624.0161
malicious
0.101
0.9518
400.2365
1,112.0283
31.9946
-1.0498
14.642
35.3366
-1.6206
0.1835
99.3
98.2252
53.8686
54.4805
113.683
574.8292
32.7349
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310.0466
1,110.3172
22.0002
21.7303
395.4321
30.7556
30.3313
12.0025
11.9948
4.6648
0.208
35.7606
37.1161
28.0245
1.0625
0.0454
0.9509
20.1425
812.1514
0.0382
11.8669
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0.4004
1.828
393.7014
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69.8828
9.9766
69.3953
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1.9391
0.0241
298.496
-0.003
298.4156
288.9145
53.4774
9,914.6495
27,628.5062
malicious
0.0988
0.9363
398.6063
1,110.3798
31.9966
-0.2181
86.4469
35.3398
-5.6183
1.6095
101.0777
99.8652
53.8007
54.3385
114.8646
573.1442
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16.1615
312.3485
1,112.545
22.1277
21.9012
393.8042
27.4995
30.6359
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11.997
0.8942
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35.7892
37.18
28.0246
1.0509
0.0231
0.9614
19.7214
813.3882
0.05
11.8597
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0.4183
1.8278
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69.9951
10.0587
70.0615
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1.565
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0.0184
303.0091
-0.003
299.0614
285.8106
52.7721
9,916.6303
27,627.0941
benign
0.0986
0.9583
399.3408
1,112.9584
31.999
-0.3392
3.2658
35.343
-0.8091
0.5953
101.1345
98.9355
53.7102
54.2149
116.538
575.8817
26.3207
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312.1751
1,107.7561
21.7142
21.5264
396.5988
30.9967
32.9455
12.0075
11.9908
0.9002
0.2171
35.7773
37.1487
28.0247
1.0527
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0.9787
20.0934
813.5031
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11.8757
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0.4064
1.8253
73.0395
621.0832
70.0545
9.9371
69.7824
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1.7965
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303.8232
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296.4844
284.9765
51.3786
9,916.498
27,628.2199
benign
0.1006
0.9554
398.2683
1,114.1757
32.0017
1.6126
54.2456
35.3011
0.5804
1.9654
99.4796
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53.6906
54.3786
112.3967
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309.3391
1,110.9345
21.8933
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398.3501
30.6017
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11.9963
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0.2163
35.7805
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28.0247
0.9616
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20.3312
814.4613
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11.8688
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69.9827
9.9921
69.462
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0.3627
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300.91
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297.4649
288.2542
50.6833
9,917.1107
27,626.9487
benign
0.0982
0.9466
398.5005
1,110.6721
31.9826
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35.3413
0.6657
1.9299
102.4217
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53.7624
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1,112.495
22.0879
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393.7554
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29.5126
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35.8318
37.1837
28.0245
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0.0164
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19.756
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11.8643
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26.0711
69.9254
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2.6078
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300.7982
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299.244
286.5474
51.3595
9,917.5603
27,629.446
benign
0.1001
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399.6614
1,110.3939
31.9721
-2.9257
52.3725
35.3778
1.5278
1.9903
101.7644
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53.9383
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114.4632
587.9508
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48.627
313.1047
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31.4335
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10.0015
69.0384
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0.7282
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301.6157
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299.6931
285.6231
51.936
9,918.6564
27,625.7933
benign
0.096
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399.5697
1,109.3663
32.0169
2.4209
60.1622
35.3452
0.4976
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101.4104
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28.0248
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225.1878
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70.048
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302.2407
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299.6093
284.003
50.3853
9,916.1241
27,624.4084
benign
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399.9312
1,109.1763
31.9947
0.8852
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35.299
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5.0756
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53.9863
54.7506
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21,777.1776
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30.7969
11.9999
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35.8358
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28.0245
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304.5441
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296.3973
288.4673
51.1615
9,915.1329
27,625.4267
malicious
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400.6718
1,110.7668
31.9727
-1.7294
30,229.2445
35.3514
884.5613
0.419
100.2383
99.2576
54.0772
54.2693
115.4633
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40.0233
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1,112.4048
21.8483
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394.6502
31.2755
31.2648
11.9951
12.0007
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0.205
35.8206
37.1409
28.0246
1.0549
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1.0867
20.4256
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11.8648
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0.4003
1.8339
145.5162
240.242
69.9468
10.0444
67.8587
0
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2.284
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298.8187
-0.0028
297.7372
285.6973
50.6641
9,916.2123
27,627.155
malicious
0.0981
0.9263
397.8655
1,111.5063
31.9847
-2.1142
13.7019
35.3472
3.6833
2.6755
99.0075
96.4186
53.9005
54.3276
116.0211
590.2599
31.195
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309.8785
1,110.1303
22.0908
21.9475
393.5592
31.8246
32.8436
12.0033
12.003
0.9022
0.1985
35.7627
37.1989
28.0247
0.9684
0.0413
0.9408
20.9331
812.2651
0.0159
11.8683
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0.3902
1.86
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69.9895
9.9806
69.4314
0
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0.298
0.0337
301.7514
-0.0029
300.6321
288.2272
50.3661
9,917.4468
27,627.4666
benign
0.0958
0.9616
398.3664
1,113.5473
31.9836
-1.1801
51.3571
35.3487
2.6812
2.4386
100.3653
98.8475
53.9299
54.2565
115.3538
577.4152
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93.6859
309.4948
1,108.657
21.606
21.8983
393.8548
31.4038
29.1634
12.0093
12.0177
0.8968
0.2198
35.8134
37.1358
28.0247
0.9775
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1.0443
20.9127
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11.8685
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10.0303
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3.3845
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298.6413
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297.7553
288.2782
53.2171
9,915.6717
27,626.275
benign
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0.9518
400.8321
1,108.7293
32.0096
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15.0698
35.352
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1.506
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53.6633
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1,112.9459
22.0537
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298.2587
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9,916.0629
27,627.1286
benign
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400.1786
1,109.5241
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300.1803
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50.3968
9,916.7965
27,627.405
benign
0.0994
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398.5351
1,111.615
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297.8912
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287.2073
50.5108
9,916.1733
27,627.0736
malicious
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400.2222
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1,109.6883
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28.0245
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488.8921
70.0314
9.954
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302.0175
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298.5281
286.4105
51.5135
9,917.0044
27,624.5333
benign
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399.5734
1,110.2886
31.9927
0.4703
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35.3195
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1.5672
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53.7624
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312.47
1,107.7717
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303.4991
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301.1348
289.2688
52.0272
9,919.7168
27,624.4004
benign
0.098
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399.4431
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31.9934
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161.717
35.3277
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303.6298
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296.2237
287.1998
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9,909.3309
27,625.5537
benign
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399.2247
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1.171
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296.5265
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295.9653
286.6871
50.9994
9,912.8124
27,626.165
benign
0.0996
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397.8695
1,111.4364
31.9833
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143.3404
35.3276
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2.2077
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115.9928
581.8735
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310.8084
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302.3964
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297.3133
285.7101
51.0542
9,912.9143
27,626.985
benign
0.095
0.9526
400.6946
1,110.4159
32.0222
0.4735
68.1297
35.2793
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5.3375
102.4333
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53.8794
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114.6975
582.4766
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312.2466
1,109.1604
22.1329
21.3787
397.6806
32.3903
29.1257
12.0005
12.0125
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28.0245
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298.9037
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296.7729
287.2086
50.4718
9,915.4741
27,626.9146
benign
0.0995
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398.7952
1,113.4421
32.0196
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0.6543
35.3147
0.583
0.7539
102.3881
96.3436
53.699
54.5042
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573.2367
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malicious
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31.9925
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35.3217
0.3053
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300.0555
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27,627.9965
benign
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32.0019
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27,624.4239
benign
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benign
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benign
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benign
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benign
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malicious
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304.9833
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296.7366
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51.1855
9,915.4237
27,628.9383
benign
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397.4802
1,112.6599
32.0105
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35.3755
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0.8131
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53.5576
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299.9601
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benign
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benign
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benign
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benign
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malicious
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benign
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benign
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benign
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benign
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benign
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369.0627
-214.9285
70.0217
10.0641
69.9955
0.0001
-1.6254
-1.4421
-0.0114
303.7521
-0.0032
297.6781
289.4693
48.8892
9,916.0426
27,625.7206
benign
0.0985
0.9379
400.2955
1,108.4093
31.966
-0.0673
32.8526
35.3458
-2.0975
-0.9945
103.1024
95.3046
53.9302
54.5212
115.7321
578.1898
14.6338
131.3001
312.1953
1,109.739
21.9427
21.7838
394.5945
30.6447
32.6064
11.9929
12.0143
0.907
0.1895
35.802
37.2391
28.0246
0.9818
-0.0324
0.9473
20.1126
814.4608
-0.0202
11.8659
-3.2565
-1.2586
0.3865
1.8221
278.2832
-574.8107
69.9903
9.9591
70.0089
-0.0001
3.0607
0.5728
0.0245
298.3623
-0.0031
296.0756
285.6336
51.1369
9,914.6455
27,629.5191
benign
End of preview.

Live Target Lab — synthetic event samples

Labelled SAMPLE events produced by the live-target-lab test harness, which continuously streams synthetic events to the Identity and OT/ICS detectors.

  • identity_events.jsonl — synthetic login events; injected_label is the intended ground truth (malicious = a lateral-movement/credential-stuffing pattern, benign = ordinary login).
  • ics_readings.jsonl — synthetic HAI sensor readings; injected_label marks readings with an injected spike (malicious) vs normal jitter (benign).

These are illustrative samples for exploration; the lab itself (which generates fresh data forever and reports ground-truth feedback) is on GitHub and GHCR. Pairs with the detector models stetteh/identity-anomaly and stetteh/otics-anomaly.

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