Dataset Preview
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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 174 new columns ({'cpu15_nice', 'cpu2_system', 'cpu0_system', 'cpu0_irq', 'cpu5_nice', 'cpu0_guest', 'cpu9_steal', 'cpu13_guest', 'cpu_guest_nice', 'cpu11_guest_nice', 'cpu12_idle', 'cpu_nice', 'cpu10_idle', 'cpu0_steal', 'cpu1_guest_nice', 'cpu11_guest', 'cpu1_system', 'cpu0_softirq', 'cpu4_nice', 'cpu7_user', 'cpu9_system', 'cpu10_irq', 'cpu0_nice', 'cpu_softirq', 'cpu6_guest', 'cpu_idle', 'cpu2_iowait', 'cpu12_user', 'cpu10_system', 'cpu2_softirq', 'cpu4_guest_nice', 'cpu2_irq', 'cpu_user', 'cpu3_irq', 'cpu13_irq', 'cpu6_nice', 'cpu8_idle', 'cpu11_softirq', 'cpu9_guest', 'cpu6_idle', 'cpu5_idle', 'cpu7_guest_nice', 'cpu5_user', 'cpu9_softirq', 'cpu11_idle', 'cpu11_iowait', 'cpu0_user', 'cpu2_user', 'cpu12_guest_nice', 'ctxt', 'cpu3_steal', 'cpu8_iowait', 'cpu0_idle', 'cpu10_user', 'cpu_system', 'cpu3_iowait', 'cpu12_nice', 'cpu6_iowait', 'cpu13_system', 'cpu_irq', 'cpu5_system', 'cpu12_softirq', 'cpu3_system', 'cpu13_guest_nice', 'cpu1_nice', 'cpu15_idle', 'cpu4_irq', 'cpu7_softirq', 'cpu12_system', 'cpu9_irq', 'cpu15_steal', 'cpu5_softirq', 'cpu14_system', 'cpu14_irq', 'cpu13_steal', 'cpu0_iowait', 'cpu14_guest_nice', 'cpu6_irq', 'cpu10_guest', 'cpu3_user', 'cpu14_iowait', 'cpu2_idle', 'cpu_iowait', 'processes', 'cpu6_user', 'cpu11_steal', 'cpu9_idle', 'cpu2_nice', 'cpu10_steal', 'cpu8_guest', 'cpu3_nice', 'cpu10_iowait', 'cpu7_steal', 'cpu15_irq', 'cpu8_irq', 'procs_blocked', 'cpu12_iowait', 'cpu9_guest_nice', 'cpu6_system', 'cpu14_user', 'cpu14_guest', 'cpu9_nice', 'cpu1_irq', 'cpu13_iowait', 'cpu_steal', 'cpu1_iowait', 'cpu6_steal', 'cpu13_user', 'cpu8_softirq', 'cpu9_user', 'cpu5_guest_nice', 'cpu6_softirq', 'cpu2_guest', 'cpu0_guest_nice', 'cpu8_nice', 'cpu4_guest', 'cpu10_nice', 'cpu5_guest', 'cpu1_guest', 'cpu15_system', 'cpu2_guest_nice', 'cpu1_steal', 'cpu8_steal', 'cpu7_guest', 'cpu1_user', 'cpu14_steal', 'cpu4_iowait', 'cpu14_softirq', 'cpu12_irq', 'cpu5_iowait', 'cpu11_user', 'cpu7_nice', 'cpu11_irq', 'cpu9_iowait', 'cpu10_softirq', 'cpu15_iowait', 'cpu7_irq', 'cpu8_system', 'cpu1_idle', 'cpu1_softirq', 'cpu8_guest_nice', 'cpu15_guest_nice', 'cpu4_user', 'cpu11_nice', 'procs_running', 'cpu5_irq', 'cpu8_user', 'cpu11_system', 'cpu13_softirq', 'cpu15_user', 'cpu6_guest_nice', 'cpu_guest', 'cpu4_idle', 'cpu14_nice', 'cpu3_idle', 'cpu12_steal', 'cpu4_system', 'cpu13_idle', 'cpu7_iowait', 'cpu2_steal', 'cpu3_softirq', 'cpu15_softirq', 'cpu14_idle', 'cpu15_guest', 'cpu4_steal', 'cpu7_idle', 'cpu5_steal', 'cpu7_system', 'cpu10_guest_nice', 'cpu12_guest', 'cpu4_softirq', 'cpu3_guest_nice', 'cpu13_nice', 'cpu3_guest'}) and 14 missing columns ({'Core 3', 'Core 6.1', 'Core 7', 'Core 6', 'Package id 1', 'Core 0.1', 'Package id 0', 'Core 4', 'Core 2', 'Core 5.1', 'Core 5', 'Core 0', 'Core 2.1', 'Core 1'}).
This happened while the csv dataset builder was generating data using
hf://datasets/uncledecart/pwcet/jitter/2025-12-15/05-18-29/cpustat_monitor.csv (at revision 98c4add17a6f323cadf5237950fb52889e9fa7f0)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
timestamp: string
cpu_user: int64
cpu_nice: int64
cpu_system: int64
cpu_idle: int64
cpu_iowait: int64
cpu_irq: int64
cpu_softirq: int64
cpu_steal: int64
cpu_guest: int64
cpu_guest_nice: int64
cpu0_user: int64
cpu0_nice: int64
cpu0_system: int64
cpu0_idle: int64
cpu0_iowait: int64
cpu0_irq: int64
cpu0_softirq: int64
cpu0_steal: int64
cpu0_guest: int64
cpu0_guest_nice: int64
cpu1_user: int64
cpu1_nice: int64
cpu1_system: int64
cpu1_idle: int64
cpu1_iowait: int64
cpu1_irq: int64
cpu1_softirq: int64
cpu1_steal: int64
cpu1_guest: int64
cpu1_guest_nice: int64
cpu2_user: int64
cpu2_nice: int64
cpu2_system: int64
cpu2_idle: int64
cpu2_iowait: int64
cpu2_irq: int64
cpu2_softirq: int64
cpu2_steal: int64
cpu2_guest: int64
cpu2_guest_nice: int64
cpu3_user: int64
cpu3_nice: int64
cpu3_system: int64
cpu3_idle: int64
cpu3_iowait: int64
cpu3_irq: int64
cpu3_softirq: int64
cpu3_steal: int64
cpu3_guest: int64
cpu3_guest_nice: int64
cpu4_user: int64
cpu4_nice: int64
cpu4_system: int64
cpu4_idle: int64
cpu4_iowait: int64
cpu4_irq: int64
cpu4_softirq: int64
cpu4_steal: int64
cpu4_guest: int64
cpu4_guest_nice: int64
cpu5_user: int64
cpu5_nice: int64
cpu5_system: int64
cpu5_idle: int64
cpu5_iowait: int64
cpu5_irq: int64
cpu5_softirq: int64
cpu5_steal: int64
cpu5_guest: int64
cpu5_guest_nice: int64
cpu6_user: int64
cpu6_nice: int64
cpu6_system: int64
cpu6_idle: int64
cpu6_iowait: int64
cpu6_irq: int64
cpu6_softirq: int64
cpu6_steal: int64
cpu6_guest: int64
cpu6_guest_nice: int64
cpu7_user: int64
cpu
...
ice: int64
cpu9_system: int64
cpu9_idle: int64
cpu9_iowait: int64
cpu9_irq: int64
cpu9_softirq: int64
cpu9_steal: int64
cpu9_guest: int64
cpu9_guest_nice: int64
cpu10_user: int64
cpu10_nice: int64
cpu10_system: int64
cpu10_idle: int64
cpu10_iowait: int64
cpu10_irq: int64
cpu10_softirq: int64
cpu10_steal: int64
cpu10_guest: int64
cpu10_guest_nice: int64
cpu11_user: int64
cpu11_nice: int64
cpu11_system: int64
cpu11_idle: int64
cpu11_iowait: int64
cpu11_irq: int64
cpu11_softirq: int64
cpu11_steal: int64
cpu11_guest: int64
cpu11_guest_nice: int64
cpu12_user: int64
cpu12_nice: int64
cpu12_system: int64
cpu12_idle: int64
cpu12_iowait: int64
cpu12_irq: int64
cpu12_softirq: int64
cpu12_steal: int64
cpu12_guest: int64
cpu12_guest_nice: int64
cpu13_user: int64
cpu13_nice: int64
cpu13_system: int64
cpu13_idle: int64
cpu13_iowait: int64
cpu13_irq: int64
cpu13_softirq: int64
cpu13_steal: int64
cpu13_guest: int64
cpu13_guest_nice: int64
cpu14_user: int64
cpu14_nice: int64
cpu14_system: int64
cpu14_idle: int64
cpu14_iowait: int64
cpu14_irq: int64
cpu14_softirq: int64
cpu14_steal: int64
cpu14_guest: int64
cpu14_guest_nice: int64
cpu15_user: int64
cpu15_nice: int64
cpu15_system: int64
cpu15_idle: int64
cpu15_iowait: int64
cpu15_irq: int64
cpu15_softirq: int64
cpu15_steal: int64
cpu15_guest: int64
cpu15_guest_nice: int64
ctxt: int64
processes: int64
procs_running: int64
procs_blocked: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 20972
to
{'timestamp': Value('string'), 'Package id 0': Value('float64'), 'Core 0': Value('float64'), 'Core 1': Value('float64'), 'Core 2': Value('float64'), 'Core 3': Value('float64'), 'Core 4': Value('float64'), 'Core 5': Value('float64'), 'Core 6': Value('float64'), 'Core 7': Value('float64'), 'Package id 1': Value('float64'), 'Core 0.1': Value('float64'), 'Core 2.1': Value('float64'), 'Core 5.1': Value('float64'), 'Core 6.1': 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 1339, 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 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 174 new columns ({'cpu15_nice', 'cpu2_system', 'cpu0_system', 'cpu0_irq', 'cpu5_nice', 'cpu0_guest', 'cpu9_steal', 'cpu13_guest', 'cpu_guest_nice', 'cpu11_guest_nice', 'cpu12_idle', 'cpu_nice', 'cpu10_idle', 'cpu0_steal', 'cpu1_guest_nice', 'cpu11_guest', 'cpu1_system', 'cpu0_softirq', 'cpu4_nice', 'cpu7_user', 'cpu9_system', 'cpu10_irq', 'cpu0_nice', 'cpu_softirq', 'cpu6_guest', 'cpu_idle', 'cpu2_iowait', 'cpu12_user', 'cpu10_system', 'cpu2_softirq', 'cpu4_guest_nice', 'cpu2_irq', 'cpu_user', 'cpu3_irq', 'cpu13_irq', 'cpu6_nice', 'cpu8_idle', 'cpu11_softirq', 'cpu9_guest', 'cpu6_idle', 'cpu5_idle', 'cpu7_guest_nice', 'cpu5_user', 'cpu9_softirq', 'cpu11_idle', 'cpu11_iowait', 'cpu0_user', 'cpu2_user', 'cpu12_guest_nice', 'ctxt', 'cpu3_steal', 'cpu8_iowait', 'cpu0_idle', 'cpu10_user', 'cpu_system', 'cpu3_iowait', 'cpu12_nice', 'cpu6_iowait', 'cpu13_system', 'cpu_irq', 'cpu5_system', 'cpu12_softirq', 'cpu3_system', 'cpu13_guest_nice', 'cpu1_nice', 'cpu15_idle', 'cpu4_irq', 'cpu7_softirq', 'cpu12_system', 'cpu9_irq', 'cpu15_steal', 'cpu5_softirq', 'cpu14_system', 'cpu14_irq', 'cpu13_steal', 'cpu0_iowait', 'cpu14_guest_nice', 'cpu6_irq', 'cpu10_guest', 'cpu3_user', 'cpu14_iowait', 'cpu2_idle', 'cpu_iowait', 'processes', 'cpu6_user', 'cpu11_steal', 'cpu9_idle', 'cpu2_nice', 'cpu10_steal', 'cpu8_guest', 'cpu3_nice', 'cpu10_iowait', 'cpu7_steal', 'cpu15_irq', 'cpu8_irq', 'procs_blocked', 'cpu12_iowait', 'cpu9_guest_nice', 'cpu6_system', 'cpu14_user', 'cpu14_guest', 'cpu9_nice', 'cpu1_irq', 'cpu13_iowait', 'cpu_steal', 'cpu1_iowait', 'cpu6_steal', 'cpu13_user', 'cpu8_softirq', 'cpu9_user', 'cpu5_guest_nice', 'cpu6_softirq', 'cpu2_guest', 'cpu0_guest_nice', 'cpu8_nice', 'cpu4_guest', 'cpu10_nice', 'cpu5_guest', 'cpu1_guest', 'cpu15_system', 'cpu2_guest_nice', 'cpu1_steal', 'cpu8_steal', 'cpu7_guest', 'cpu1_user', 'cpu14_steal', 'cpu4_iowait', 'cpu14_softirq', 'cpu12_irq', 'cpu5_iowait', 'cpu11_user', 'cpu7_nice', 'cpu11_irq', 'cpu9_iowait', 'cpu10_softirq', 'cpu15_iowait', 'cpu7_irq', 'cpu8_system', 'cpu1_idle', 'cpu1_softirq', 'cpu8_guest_nice', 'cpu15_guest_nice', 'cpu4_user', 'cpu11_nice', 'procs_running', 'cpu5_irq', 'cpu8_user', 'cpu11_system', 'cpu13_softirq', 'cpu15_user', 'cpu6_guest_nice', 'cpu_guest', 'cpu4_idle', 'cpu14_nice', 'cpu3_idle', 'cpu12_steal', 'cpu4_system', 'cpu13_idle', 'cpu7_iowait', 'cpu2_steal', 'cpu3_softirq', 'cpu15_softirq', 'cpu14_idle', 'cpu15_guest', 'cpu4_steal', 'cpu7_idle', 'cpu5_steal', 'cpu7_system', 'cpu10_guest_nice', 'cpu12_guest', 'cpu4_softirq', 'cpu3_guest_nice', 'cpu13_nice', 'cpu3_guest'}) and 14 missing columns ({'Core 3', 'Core 6.1', 'Core 7', 'Core 6', 'Package id 1', 'Core 0.1', 'Package id 0', 'Core 4', 'Core 2', 'Core 5.1', 'Core 5', 'Core 0', 'Core 2.1', 'Core 1'}).
This happened while the csv dataset builder was generating data using
hf://datasets/uncledecart/pwcet/jitter/2025-12-15/05-18-29/cpustat_monitor.csv (at revision 98c4add17a6f323cadf5237950fb52889e9fa7f0)
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.
timestamp
string | Package id 0
float64 | Core 0
float64 | Core 1
float64 | Core 2
float64 | Core 3
float64 | Core 4
float64 | Core 5
float64 | Core 6
float64 | Core 7
float64 | Package id 1
float64 | Core 0.1
float64 | Core 2.1
float64 | Core 5.1
float64 | Core 6.1
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025-12-15 05:18:33
| 67
| 59
| 58
| 62
| 60
| 60
| 61
| 59
| 68
| 58
| 56
| 55
| 56
| 54
|
2025-12-15 05:18:34
| 67
| 59
| 57
| 61
| 60
| 59
| 60
| 59
| 67
| 62
| 55
| 55
| 56
| 54
|
2025-12-15 05:18:35
| 67
| 60
| 57
| 66
| 60
| 59
| 60
| 58
| 60
| 63
| 56
| 55
| 56
| 54
|
2025-12-15 05:18:36
| 65
| 58
| 57
| 61
| 65
| 59
| 59
| 58
| 58
| 64
| 56
| 55
| 55
| 54
|
2025-12-15 05:18:37
| 68
| 68
| 56
| 60
| 59
| 59
| 60
| 58
| 59
| 63
| 56
| 55
| 56
| 53
|
2025-12-15 05:18:38
| 65
| 58
| 57
| 60
| 65
| 59
| 59
| 57
| 58
| 63
| 55
| 55
| 55
| 54
|
2025-12-15 05:18:39
| 66
| 58
| 57
| 60
| 66
| 58
| 58
| 58
| 58
| 64
| 55
| 55
| 55
| 53
|
2025-12-15 05:18:40
| 64
| 58
| 56
| 60
| 60
| 58
| 59
| 63
| 58
| 63
| 55
| 54
| 55
| 53
|
2025-12-15 05:18:41
| 62
| 58
| 56
| 60
| 60
| 58
| 58
| 57
| 58
| 63
| 55
| 54
| 55
| 53
|
2025-12-15 05:18:42
| 68
| 67
| 63
| 65
| 60
| 65
| 68
| 65
| 67
| 65
| 65
| 64
| 62
| 62
|
2025-12-15 05:18:43
| 64
| 58
| 56
| 64
| 59
| 58
| 58
| 58
| 58
| 63
| 55
| 55
| 55
| 53
|
2025-12-15 05:18:44
| 64
| 57
| 56
| 65
| 59
| 58
| 58
| 56
| 58
| 63
| 55
| 54
| 55
| 53
|
2025-12-15 05:18:45
| 60
| 58
| 56
| 59
| 58
| 58
| 58
| 57
| 58
| 62
| 55
| 54
| 55
| 53
|
2025-12-15 05:18:46
| 60
| 57
| 56
| 59
| 58
| 58
| 57
| 56
| 58
| 63
| 55
| 54
| 55
| 52
|
2025-12-15 05:18:47
| 60
| 57
| 55
| 58
| 58
| 57
| 58
| 57
| 58
| 63
| 55
| 54
| 55
| 52
|
2025-12-15 05:18:48
| 60
| 57
| 55
| 58
| 57
| 58
| 57
| 56
| 57
| 63
| 55
| 54
| 55
| 53
|
2025-12-15 05:18:49
| 59
| 57
| 55
| 58
| 57
| 57
| 57
| 56
| 56
| 62
| 55
| 54
| 54
| 53
|
2025-12-15 05:18:50
| 59
| 57
| 55
| 58
| 57
| 57
| 57
| 56
| 57
| 62
| 54
| 55
| 54
| 52
|
2025-12-15 05:18:51
| 59
| 57
| 54
| 58
| 57
| 56
| 57
| 56
| 57
| 62
| 55
| 54
| 55
| 52
|
2025-12-15 05:18:52
| 59
| 57
| 54
| 57
| 57
| 57
| 57
| 56
| 56
| 62
| 55
| 54
| 54
| 52
|
2025-12-15 05:18:53
| 59
| 56
| 54
| 58
| 57
| 56
| 57
| 56
| 56
| 62
| 55
| 54
| 54
| 52
|
2025-12-15 05:18:54
| 65
| 65
| 61
| 64
| 64
| 63
| 65
| 62
| 63
| 62
| 61
| 62
| 55
| 60
|
2025-12-15 05:18:55
| 65
| 57
| 55
| 59
| 65
| 56
| 57
| 64
| 57
| 62
| 55
| 54
| 55
| 52
|
2025-12-15 05:18:56
| 66
| 65
| 62
| 66
| 65
| 63
| 64
| 63
| 64
| 64
| 63
| 64
| 62
| 61
|
2025-12-15 05:18:57
| 68
| 66
| 63
| 68
| 66
| 65
| 67
| 60
| 67
| 65
| 65
| 64
| 64
| 63
|
2025-12-15 05:18:58
| 68
| 68
| 63
| 68
| 67
| 66
| 68
| 64
| 67
| 66
| 65
| 66
| 64
| 63
|
2025-12-15 05:18:59
| 69
| 69
| 63
| 68
| 67
| 65
| 67
| 61
| 67
| 66
| 65
| 66
| 64
| 63
|
2025-12-15 05:19:00
| 69
| 69
| 64
| 69
| 67
| 65
| 68
| 66
| 67
| 66
| 66
| 66
| 64
| 61
|
2025-12-15 05:19:01
| 69
| 66
| 64
| 68
| 65
| 66
| 69
| 67
| 67
| 67
| 67
| 66
| 64
| 63
|
2025-12-15 05:19:02
| 69
| 69
| 64
| 66
| 67
| 66
| 69
| 66
| 68
| 66
| 64
| 66
| 64
| 64
|
2025-12-15 05:19:03
| 70
| 69
| 65
| 68
| 68
| 66
| 70
| 68
| 69
| 66
| 65
| 66
| 64
| 62
|
2025-12-15 05:19:04
| 70
| 69
| 64
| 68
| 67
| 65
| 70
| 67
| 67
| 66
| 66
| 66
| 65
| 63
|
2025-12-15 05:19:05
| 70
| 70
| 64
| 69
| 67
| 67
| 70
| 66
| 68
| 67
| 67
| 67
| 64
| 63
|
2025-12-15 05:19:06
| 70
| 67
| 65
| 69
| 67
| 66
| 71
| 67
| 68
| 66
| 66
| 65
| 64
| 63
|
2025-12-15 05:19:07
| 69
| 69
| 65
| 69
| 65
| 67
| 69
| 66
| 69
| 66
| 63
| 66
| 64
| 63
|
2025-12-15 05:19:08
| 70
| 70
| 65
| 69
| 69
| 67
| 68
| 67
| 68
| 67
| 67
| 66
| 65
| 63
|
2025-12-15 05:19:09
| 70
| 70
| 64
| 69
| 69
| 67
| 70
| 67
| 68
| 67
| 66
| 67
| 64
| 63
|
2025-12-15 05:19:10
| 70
| 69
| 65
| 70
| 69
| 67
| 70
| 65
| 69
| 67
| 66
| 67
| 65
| 63
|
2025-12-15 05:19:11
| 70
| 70
| 65
| 70
| 68
| 67
| 70
| 68
| 69
| 66
| 65
| 66
| 65
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