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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 8 new columns ({'utilization.memory [%]', 'username', 'timestamp', 'temperature.gpu', 'utilization.gpu [%]', 'name', 'power.draw [W]', 'device'}) and 6 missing columns ({'Used', 'Use%', 'Mounted', 'Available', 'Filesystem', '1K-blocks'}).
This happened while the csv dataset builder was generating data using
hf://datasets/pluslab/PLUS_Lab_GPUs_Data/gpus.csv (at revision 95bd48e9879efebea3c11bd280433e9c08b326e6), [/tmp/hf-datasets-cache/medium/datasets/74585445405735-config-parquet-and-info-pluslab-PLUS_Lab_GPUs_Dat-2a488353/hub/datasets--pluslab--PLUS_Lab_GPUs_Data/snapshots/95bd48e9879efebea3c11bd280433e9c08b326e6/disks.csv (origin=hf://datasets/pluslab/PLUS_Lab_GPUs_Data@95bd48e9879efebea3c11bd280433e9c08b326e6/disks.csv), /tmp/hf-datasets-cache/medium/datasets/74585445405735-config-parquet-and-info-pluslab-PLUS_Lab_GPUs_Dat-2a488353/hub/datasets--pluslab--PLUS_Lab_GPUs_Data/snapshots/95bd48e9879efebea3c11bd280433e9c08b326e6/gpus.csv (origin=hf://datasets/pluslab/PLUS_Lab_GPUs_Data@95bd48e9879efebea3c11bd280433e9c08b326e6/gpus.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 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, 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
Unnamed: 0: int64
timestamp: string
server: string
name: string
device: int64
utilization.gpu [%]: string
utilization.memory [%]: string
temperature.gpu: int64
power.draw [W]: string
username: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1477
to
{'Unnamed: 0': Value('int64'), 'server': Value('string'), 'Filesystem': Value('string'), '1K-blocks': Value('int64'), 'Used': Value('int64'), 'Available': Value('int64'), 'Use%': Value('string'), 'Mounted': Value('string')}
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 1736, 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 1889, 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 8 new columns ({'utilization.memory [%]', 'username', 'timestamp', 'temperature.gpu', 'utilization.gpu [%]', 'name', 'power.draw [W]', 'device'}) and 6 missing columns ({'Used', 'Use%', 'Mounted', 'Available', 'Filesystem', '1K-blocks'}).
This happened while the csv dataset builder was generating data using
hf://datasets/pluslab/PLUS_Lab_GPUs_Data/gpus.csv (at revision 95bd48e9879efebea3c11bd280433e9c08b326e6), [/tmp/hf-datasets-cache/medium/datasets/74585445405735-config-parquet-and-info-pluslab-PLUS_Lab_GPUs_Dat-2a488353/hub/datasets--pluslab--PLUS_Lab_GPUs_Data/snapshots/95bd48e9879efebea3c11bd280433e9c08b326e6/disks.csv (origin=hf://datasets/pluslab/PLUS_Lab_GPUs_Data@95bd48e9879efebea3c11bd280433e9c08b326e6/disks.csv), /tmp/hf-datasets-cache/medium/datasets/74585445405735-config-parquet-and-info-pluslab-PLUS_Lab_GPUs_Dat-2a488353/hub/datasets--pluslab--PLUS_Lab_GPUs_Data/snapshots/95bd48e9879efebea3c11bd280433e9c08b326e6/gpus.csv (origin=hf://datasets/pluslab/PLUS_Lab_GPUs_Data@95bd48e9879efebea3c11bd280433e9c08b326e6/gpus.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.
Unnamed: 0
int64 | server
string | Filesystem
string | 1K-blocks
int64 | Used
int64 | Available
int64 | Use%
string | Mounted
string |
|---|---|---|---|---|---|---|---|
6
|
pluslab-a100.cs.ucla.edu
|
/dev/nvme0n1p4
| 1,824,470,632
| 1,625,379,792
| 199,090,840
|
90%
|
/home
|
7
|
pluslab-a100.cs.ucla.edu
|
/dev/sda1
| 7,499,377,988
| 7,498,210,756
| 1,167,232
|
100%
|
/local1
|
8
|
pluslab-a100.cs.ucla.edu
|
131.179.88.55:/data2
| 104,149,200,896
| 102,668,191,744
| 1,481,009,152
|
99%
|
/data2
|
6
|
pluslab01-a100.cs.ucla.edu
|
/dev/nvme0n1p3
| 1,852,394,784
| 1,842,810,096
| 9,584,688
|
100%
|
/home
|
7
|
pluslab01-a100.cs.ucla.edu
|
/dev/nvme1n1p1
| 15,000,832,000
| 13,493,778,500
| 1,507,053,500
|
90%
|
/local1
|
9
|
pluslab01-a100.cs.ucla.edu
|
p0/data2
| 104,149,200,128
| 102,668,191,360
| 1,481,008,768
|
99%
|
/data2
|
7
|
pluslab01-h100.cs.ucla.edu
|
/dev/nvme0n1p3
| 3,680,728,100
| 3,470,914,484
| 209,813,616
|
95%
|
/home
|
8
|
pluslab01-h100.cs.ucla.edu
|
/dev/sda1
| 7,499,376,640
| 7,447,492,764
| 51,883,876
|
100%
|
/local1
|
9
|
pluslab01-h100.cs.ucla.edu
|
131.179.88.55:/data2
| 104,149,200,896
| 102,668,191,744
| 1,481,009,152
|
99%
|
/data2
|
5
|
pluslab-a6000.cs.ucla.edu
|
/dev/nvme0n1p3
| 1,925,231,136
| 1,765,657,160
| 159,573,976
|
92%
|
/home
|
6
|
pluslab-a6000.cs.ucla.edu
|
/dev/md0
| 7,499,114,496
| 7,491,811,984
| 7,302,512
|
100%
|
/local1
|
7
|
pluslab-a6000.cs.ucla.edu
|
131.179.88.55:/data2
| 104,149,200,896
| 102,668,191,744
| 1,481,009,152
|
99%
|
/data2
|
5
|
pluslab01-a6000.cs.ucla.edu
|
/dev/nvme0n1p6
| 1,929,133,740
| 1,882,477,184
| 46,656,556
|
98%
|
/home
|
6
|
pluslab01-a6000.cs.ucla.edu
|
/dev/md0
| 45,006,276,608
| 42,770,738,432
| 2,235,538,176
|
96%
|
/local1
|
7
|
pluslab01-a6000.cs.ucla.edu
|
131.179.88.55:/data2
| 104,149,200,896
| 102,668,191,744
| 1,481,009,152
|
99%
|
/data2
|
4
|
pluslab02-a6000.cs.ucla.edu
|
/dev/nvme0n1p3
| 1,840,918,600
| 1,798,051,728
| 42,866,872
|
98%
|
/home
|
5
|
pluslab02-a6000.cs.ucla.edu
|
/dev/md0
| 45,006,276,608
| 44,363,997,340
| 642,279,268
|
99%
|
/local1
|
7
|
pluslab02-a6000.cs.ucla.edu
|
131.179.88.55:/data2
| 104,149,200,896
| 102,668,191,744
| 1,481,009,152
|
99%
|
/data2
|
0
|
pluslab-a100.cs.ucla.edu
| null | null | null | null | null | null |
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| null | null | null | null | null | null |
7
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pluslab02-a6000.cs.ucla.edu
| null | null | null | null | null | null |
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