Datasets:
epalvarez
/
machine-failure-logs

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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    DatasetGenerationError
Message:      An error occurred while generating the dataset
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 2261, in cast_table_to_schema
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp>
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2116, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1804, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1963, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Float value 303.6 was truncated converting to 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 1577, 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 1191, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 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 2038, 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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Air temperature [K]
float64
Process temperature [K]
float64
Rotational speed [rpm]
int64
Torque [Nm]
float64
Tool wear [min]
int64
Type
string
prediction
int64
300.8
310.3
1,538
36.1
198
L
0
301.7
410.3
1,645
40.7
230
M
0
3
3
3
3
3
L
0
300.5
310.5
1,695
26.7
28
L
0
298.4
307.9
1,743
27.3
134
L
0
300.4
309.7
1,314
50.2
179
L
0
300.7
310.4
1,234
51.7
160
L
0
302.8
311
1,564
38.5
85
L
0
300.7
309.5
2,007
19.7
2
H
0
298.2
308.9
1,278
54
18
L
0
300.3
309.2
1,364
47.6
45
M
0
301.6
310.9
1,510
40.9
152
M
0
298
307.9
1,417
51
137
M
0
295.8
306.3
1,337
54.6
87
L
0
300.1
309.1
1,353
58.7
86
L
0
298
307.7
1,430
47.3
49
L
0
302.5
310.3
1,551
37.3
168
L
0
298.9
310.6
1,387
52.7
2
L
0
300.1
311.2
1,489
39.1
188
L
0
296.1
307.1
1,898
22.7
20
L
0
297.1
308.2
1,790
30.3
128
H
0
303.5
312.9
1,504
44.8
111
L
0
300.8
311.1
1,480
41.1
176
L
0
297.6
308.7
1,376
59.9
74
M
0
297.8
308.8
1,548
36.9
64
L
0
299.1
308.9
1,467
47.2
218
L
0
301.8
310.8
1,470
37.6
204
H
0
304
313
1,701
30.4
171
H
0
300.7
311.7
1,499
38.4
205
L
0
299
310.2
1,682
28.8
49
L
0
301.5
310.9
1,600
39
160
L
0
298.8
309.1
1,378
54.4
165
L
0
298.3
307.9
1,485
42
117
M
0
299.7
310.4
1,410
44.5
105
M
0
298
308.2
1,365
52.9
218
L
0
302.4
312
1,545
36.4
12
L
0
303.9
313
1,901
22.5
110
M
0
304.1
313.2
1,590
43.4
52
H
0
298.3
308.8
1,645
30.4
33
L
0
304
313.1
1,466
39.5
83
M
0
297.5
308.5
1,447
41.6
118
M
0
299
308.8
1,382
58.5
199
H
0
298.9
309.2
1,581
36.7
101
M
0
299.4
309.1
1,417
47.3
59
M
0
300.5
309.8
1,305
51.7
202
L
0
299
310
1,360
48.1
37
L
0
299
309.4
1,798
25.5
89
L
0
302.7
310.5
1,351
41.8
10
L
0
303.7
312.4
1,316
59.3
137
L
0
300.5
310.5
1,695
26.7
28
L
0
299.3
308.5
1,589
32.7
74
L
0
301.6
310.5
1,809
25.5
40
L
0
301.4
310.5
1,489
43.5
98
L
0
298.4
307.9
2,381
14.2
164
L
0
300.1
311.3
1,495
41
193
M
0
297.3
308.2
1,846
24.5
41
M
0
298.3
308.7
1,667
28.6
18
M
0
297.1
308.4
1,588
33.4
204
M
0
297.5
308.3
1,544
40.8
37
L
0
300.1
311.3
1,547
40
201
L
0
301.1
310.6
1,417
47.6
10
L
0
301.3
310.4
1,577
48.3
78
M
0
300.4
309.4
1,487
38.9
185
H
0
300.4
309.9
1,681
28.6
206
L
0
300.4
310.1
1,544
41.9
184
L
0
301.1
310.7
1,621
31
108
M
0
298
308.6
1,453
44.1
165
M
0
300.2
311.6
1,511
35.7
160
L
0
299
308.6
1,648
30.8
98
L
0
302
310.4
1,450
46.6
165
L
0
303.4
311.7
1,793
25.8
161
L
0
302
309.9
1,447
42.8
185
H
0
300.5
311.4
2,072
18.8
75
M
0
299.1
308.1
1,479
40.7
10
L
0
301.5
310.5
1,412
44.1
184
M
0
298.1
307.9
1,665
32
7
L
0
298.7
309.7
1,547
37.4
0
L
0
302.3
311.9
1,508
42.3
159
M
0
302.6
311.4
1,738
25.8
128
L
0
303.7
312.3
1,511
38.9
117
L
0
296.3
307.3
1,372
57.7
33
L
0
301.5
310.7
1,408
47.3
79
L
0
301.7
311
1,441
44.3
208
L
0
298.9
308.5
1,534
42.9
121
M
0
297.1
308
1,690
25.6
159
M
0
298.3
307.9
1,766
26.5
145
L
0
300.8
310.8
1,741
27.1
39
L
0
300.3
311.7
1,317
56.5
7
L
0
298.9
308.8
1,621
32.7
75
H
0
298.9
308.5
1,456
50
156
M
0
297.5
308.7
1,453
37.6
112
L
0
301.8
310.8
1,505
41.2
33
L
0
296.6
307.6
1,459
40.2
96
L
0
300.1
309.7
1,362
49.1
23
L
0
296.7
307.8
1,646
34.6
238
L
0
303.3
311.8
1,315
62
42
L
0
296.9
307.9
1,423
43.9
149
L
0
302.4
311.8
1,648
30
122
L
0
297.9
307.7
1,517
44.4
67
L
0
299.7
310.7
1,498
37.8
146
M
0
End of preview.