Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 7 new columns ({'Lub oil pressure', 'Engine rpm', 'Engine Condition', 'lub oil temp', 'Coolant temp', 'Fuel pressure', 'Coolant pressure'}) and 6 missing columns ({'engine_rpm', 'lub_oil_temp', 'lub_oil_pressure', 'fuel_pressure', 'coolant_temp', 'coolant_pressure'}).
This happened while the csv dataset builder was generating data using
hf://datasets/AdarshRL/EngineFailurePredictionDataset/engine_data.csv (at revision 15f9a7ae2940277028617c177ebe1ed462a6fe98), [/tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtest.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtrain.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/engine_data.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/engine_data.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/ytest.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/ytrain.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/ytrain.csv)]
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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Engine rpm: int64
Lub oil pressure: double
Fuel pressure: double
Coolant pressure: double
lub oil temp: double
Coolant temp: double
Engine Condition: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1152
to
{'engine_rpm': Value('float64'), 'lub_oil_pressure': Value('float64'), 'fuel_pressure': Value('float64'), 'coolant_pressure': Value('float64'), 'lub_oil_temp': Value('float64'), 'coolant_temp': Value('float64')}
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 1347, 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 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, 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 7 new columns ({'Lub oil pressure', 'Engine rpm', 'Engine Condition', 'lub oil temp', 'Coolant temp', 'Fuel pressure', 'Coolant pressure'}) and 6 missing columns ({'engine_rpm', 'lub_oil_temp', 'lub_oil_pressure', 'fuel_pressure', 'coolant_temp', 'coolant_pressure'}).
This happened while the csv dataset builder was generating data using
hf://datasets/AdarshRL/EngineFailurePredictionDataset/engine_data.csv (at revision 15f9a7ae2940277028617c177ebe1ed462a6fe98), [/tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtest.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtrain.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/engine_data.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/engine_data.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/ytest.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/47795408910927-config-parquet-and-info-AdarshRL-EngineFailurePre-b40a50e3/hub/datasets--AdarshRL--EngineFailurePredictionDataset/snapshots/15f9a7ae2940277028617c177ebe1ed462a6fe98/ytrain.csv (origin=hf://datasets/AdarshRL/EngineFailurePredictionDataset@15f9a7ae2940277028617c177ebe1ed462a6fe98/ytrain.csv)]
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.
engine_rpm float64 | lub_oil_pressure float64 | fuel_pressure float64 | coolant_pressure float64 | lub_oil_temp float64 | coolant_temp float64 |
|---|---|---|---|---|---|
-0.591999 | -0.679315 | 1.376485 | 0.413178 | -0.572326 | 0.130714 |
0.238422 | 0.718421 | -0.297857 | 0.114736 | -1.214102 | -1.187363 |
0.081315 | 0.747346 | -0.50506 | -0.455904 | 1.342083 | -0.276062 |
-1.54586 | -0.568693 | -0.702094 | -0.345382 | -0.178766 | -0.373946 |
0.283309 | -0.619263 | -0.498978 | -0.418606 | 0.264315 | -1.019961 |
-1.145613 | -0.542791 | -0.604971 | -0.378299 | 0.084806 | 0.632363 |
-0.779031 | -1.258249 | 0.173829 | 0.240679 | -0.679157 | -0.247609 |
-0.562074 | 0.63506 | 0.03094 | -0.35722 | 0.087994 | -1.931899 |
0.930439 | 1.184027 | -0.159863 | 0.813183 | 0.49544 | -1.063514 |
2.374323 | -0.452972 | -0.812737 | -0.143375 | -0.838729 | -0.046375 |
1.237171 | -0.09407 | -0.44991 | -0.605073 | 0.288103 | 2.088872 |
0.646151 | 2.166956 | 3.023152 | -0.345981 | -0.207121 | 0.460766 |
-1.145613 | 0.663178 | 1.283094 | 0.070433 | -0.124364 | 0.300186 |
-0.797734 | -1.389257 | 0.209148 | 0.078131 | -0.6614 | -1.852003 |
-0.382524 | 1.062676 | -0.762346 | 2.360503 | -0.185622 | 1.342206 |
-0.318933 | -0.472298 | 1.331811 | 0.024547 | 0.252543 | -1.551898 |
-1.096984 | 0.907798 | -0.52664 | -0.748878 | -0.317202 | 0.872741 |
-0.345117 | -0.352109 | -0.561645 | -0.312574 | -0.163344 | -0.59059 |
-0.012201 | 0.643864 | 0.754255 | -0.633928 | -0.203008 | 0.219028 |
0.844404 | 0.907982 | 0.586951 | -0.695574 | -0.19134 | 0.000343 |
-1.414938 | -0.339176 | 1.132277 | 0.349436 | -0.786951 | -1.21635 |
0.605004 | -1.259258 | -1.136105 | -0.209322 | 0.254475 | -0.704678 |
1.525199 | -0.70528 | 0.163849 | -0.86668 | 0.423332 | -0.352661 |
-0.259083 | -0.448548 | 4.186045 | 0.744841 | -0.112849 | 1.634231 |
0.541413 | 0.22812 | 1.467305 | 0.526518 | -0.336432 | -1.017755 |
-1.1905 | 0.493159 | 2.469688 | -0.648625 | 0.060263 | -0.644441 |
2.587539 | 1.353965 | 0.16151 | -0.965168 | -1.097802 | -1.523371 |
1.222208 | -0.082089 | 0.413413 | -0.625808 | 0.001172 | 0.60022 |
-0.375042 | -1.082379 | 0.040507 | 0.546414 | -1.302898 | -1.188216 |
0.81822 | 1.73435 | -0.434635 | -0.94054 | 1.945116 | -0.641116 |
-0.356339 | 1.247531 | -0.243291 | -0.893481 | -0.373952 | 0.191846 |
-0.857584 | 1.274655 | -0.050739 | -0.673253 | -1.255624 | -0.648299 |
0.335678 | 0.657631 | -0.739072 | 1.681897 | 0.216046 | 0.314421 |
0.474081 | -0.764073 | -0.503109 | -0.749659 | -0.825781 | -0.083317 |
-1.063319 | -0.64174 | 2.580818 | -0.208012 | -0.223923 | -0.848444 |
-0.808956 | 0.318592 | -0.962721 | 0.346673 | -0.586013 | 0.954613 |
-0.625665 | 0.039152 | 0.564312 | 0.046818 | -0.070028 | -0.579829 |
1.974075 | -0.826304 | -0.151885 | -0.658863 | -0.473379 | 0.394864 |
1.020214 | -0.318878 | 0.48446 | 0.0168 | -0.635251 | -0.671254 |
-1.530898 | -0.835692 | -0.771483 | -0.639846 | -0.767859 | 1.290121 |
0.537672 | 0.208039 | -0.047352 | -1.165052 | 3.712854 | 0.422014 |
-0.644368 | -0.919884 | -0.203902 | 3.792067 | -0.066723 | 1.332437 |
0.122462 | -0.375861 | 2.381902 | 0.639909 | -0.225 | 0.698003 |
0.859367 | -0.630308 | -0.508365 | 0.393998 | -0.061099 | 0.557202 |
0.500266 | 0.698839 | 0.816505 | -0.564348 | 0.123236 | 0.484681 |
-0.12816 | 0.320474 | 0.709912 | 2.546338 | -1.153017 | -1.059377 |
0.672335 | -0.178819 | -0.03517 | -0.428922 | 0.93613 | -0.272675 |
0.242162 | -0.663433 | 0.792701 | -1.162876 | 0.816133 | -1.615153 |
-1.141872 | -0.563284 | -0.1301 | 0.439805 | -1.245601 | 0.791385 |
1.207246 | -0.823405 | 0.040588 | 0.303918 | -0.455158 | 2.259183 |
-1.037134 | 0.389681 | -0.20537 | 2.30346 | -0.608339 | 1.925867 |
-0.730402 | 0.181829 | -0.859355 | -0.180829 | 2.255362 | -0.349038 |
-0.625665 | 0.204549 | 0.86254 | -0.614914 | -0.828242 | 0.364658 |
-0.161826 | 0.070186 | -0.823473 | 0.648553 | -0.192965 | 1.628697 |
0.23094 | -0.255133 | 0.075698 | -1.045673 | -1.363905 | 1.482645 |
0.563857 | -1.234207 | -0.989856 | -0.210689 | -0.212739 | -0.678747 |
-0.681774 | 0.388347 | -0.834146 | 1.114125 | -0.507309 | 0.211708 |
-0.161826 | -0.785979 | -0.214572 | 0.550109 | 1.18547 | 1.132435 |
-0.681774 | 0.899858 | -0.444644 | 0.702887 | -0.306818 | 0.158438 |
-1.658079 | -0.275493 | 0.609768 | 0.61355 | -0.167093 | 1.38361 |
0.369344 | -0.4458 | 0.543861 | 0.451909 | 1.970179 | -0.252555 |
-1.227907 | 1.324199 | 0.113724 | 2.291076 | -0.062004 | 0.111651 |
0.608744 | -0.89019 | -0.102343 | -0.344675 | -0.969277 | 0.308197 |
-0.079532 | -0.973743 | 0.573798 | 2.189345 | -0.221528 | -0.166102 |
0.294531 | -0.113294 | 0.98013 | -1.005971 | -0.7349 | 0.342707 |
0.971586 | 0.228273 | 0.31822 | -0.873275 | 3.017301 | 1.508177 |
-0.438633 | -1.341443 | 0.028311 | -0.956115 | -0.345963 | 0.662289 |
0.904254 | -1.081324 | 2.572478 | -0.181686 | -0.838649 | 1.257586 |
-0.670552 | -0.976859 | -0.324263 | -0.556782 | -0.870748 | -0.0578 |
-0.502224 | -0.677604 | 0.267293 | 0.699963 | -0.418916 | 1.513556 |
0.343159 | -0.996374 | 1.747759 | 0.147856 | -0.212967 | 0.395377 |
0.305753 | -0.585421 | 0.330965 | -0.30285 | -0.773946 | -1.156111 |
-0.090754 | 0.607424 | 0.730481 | -0.829438 | -0.382062 | -0.589861 |
-1.059578 | 0.876488 | -0.657008 | -0.178805 | -0.042228 | -0.073447 |
1.154877 | 0.449528 | 0.344396 | 0.114708 | -0.021698 | 1.34735 |
-0.30023 | -0.798671 | -0.208103 | -0.308188 | -0.361557 | 1.452287 |
2.789533 | -1.385421 | 0.611084 | -1.103594 | -0.367918 | 0.967521 |
-1.48227 | 0.190194 | 1.849493 | -0.590886 | 0.104198 | -0.185592 |
-1.171797 | 1.272989 | -0.136782 | 1.745998 | 1.244474 | 0.418967 |
-0.528408 | -0.267833 | -0.248631 | 0.084142 | -0.074263 | 0.10704 |
1.40924 | -0.152235 | 1.373463 | 0.405256 | -1.143008 | -0.106736 |
-1.313941 | 2.120476 | -1.462589 | 0.352327 | 0.112852 | -0.46316 |
0.511488 | -1.336467 | -0.363621 | -1.128335 | -0.381666 | -0.06214 |
2.314473 | 0.205692 | -0.902715 | -0.285017 | 0.119658 | 1.255621 |
-0.696737 | -1.47671 | 0.810147 | -0.930431 | -0.620228 | -0.416478 |
-1.433641 | -1.002572 | -0.175018 | 0.334653 | -0.005432 | -0.713775 |
-1.609451 | -0.602473 | 1.145398 | -0.688124 | 0.106123 | 0.884467 |
-1.269054 | -0.222634 | 0.613994 | -0.512919 | -0.090907 | 1.352545 |
-0.330155 | 1.37478 | 0.225005 | -0.186176 | -0.691917 | -0.830199 |
-0.41993 | -0.648112 | -1.145555 | -0.868805 | -0.078427 | -0.829938 |
0.964104 | 1.385105 | -0.968174 | -1.244058 | -0.406082 | 0.766059 |
-1.216685 | -0.989384 | -0.062363 | -0.734888 | 0.222744 | -1.619865 |
-0.090754 | 0.503908 | 0.411165 | -0.927944 | 0.959972 | -0.09159 |
0.388047 | -0.567104 | -0.618365 | 0.802031 | 0.590486 | 0.743252 |
-1.272794 | 1.482141 | 0.234438 | 0.780656 | -0.878636 | 0.693591 |
-0.917434 | -1.02323 | -0.177213 | 0.295142 | 1.997236 | -0.363677 |
2.29577 | 0.820252 | -0.632418 | -1.055227 | 1.972912 | 1.837794 |
-0.367561 | -1.512715 | 0.378198 | 1.008774 | 0.414529 | 1.567333 |
-1.100725 | 0.942965 | -0.555466 | -0.311376 | -0.99957 | 1.530602 |
0.328197 | -0.308879 | 0.402013 | -0.502989 | -0.538502 | 0.337794 |
End of preview.
Data Dictionary
Engine_RPM: The number of revolutions per minute (RPM) of the engine, indicating engine speed. It is defined in Revolutions per Minute (RPM).Lub_Oil_Pressure: The pressure of the lubricating oil in the engine, essential for reducing friction and wear. It is defined in bar or kilopascals (kPa)Fuel_Pressure: The pressure at which fuel is supplied to the engine, critical for proper combustion. It is defined in bar or kilopascals (kPa)Coolant_Pressure: The pressure of the engine coolant, affecting engine temperature regulation. It is defined in bar or kilopascals (kPa)Lub_Oil_Temperature: The temperature of the lubricating oil, which impacts viscosity and engine performance. It is defined in degrees Celsius (°C)Coolant_Temperature: The temperature of the engine coolant, crucial for preventing overheating. It is defined in degrees Celsius (°C)Engine_Condition: A categorical or numerical label representing the health of the engine, potentially indicating normal operation or various levels of wear and failure risks. It is defined as a categorical variable (0/1) representing a state such as "0 = Off/False/Active" and "1 = On/True/Faulty"
- Downloads last month
- 46