Split (1)

train

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 12 new columns ({'Components', 'NormalCount', 'WindowId', 'NodeCount', 'Duration', 'AnomalyCount', 'LogCount', 'EndTime', 'ComponentCount', 'SplitReason', 'Nodes', 'StartTime'}) and 10 missing columns ({'Format', 'Type2', 'Timestamp', 'Flag', 'Type1', 'Component', 'Content', 'LineNumber', 'LogId', 'Node'}).

This happened while the csv dataset builder was generating data using

hf://datasets/hhuangbt/HPC_labeled_11_6/windows_summary.csv (at revision 6bdf101ac52cc7918415fd130bac1b26b9980cac)

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
              WindowId: string
              StartTime: int64
              EndTime: int64
              Duration: int64
              LogCount: int64
              AnomalyCount: int64
              NormalCount: int64
              Label: string
              NodeCount: int64
              Nodes: string
              ComponentCount: int64
              Components: string
              SplitReason: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1771
              to
              {'LineNumber': Value('int64'), 'LogId': Value('int64'), 'Component': Value('string'), 'Node': Value('string'), 'Type1': Value('string'), 'Type2': Value('string'), 'Timestamp': Value('int64'), 'Flag': Value('int64'), 'Content': Value('string'), 'Format': Value('string'), 'Label': 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 1455, 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 1054, 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 12 new columns ({'Components', 'NormalCount', 'WindowId', 'NodeCount', 'Duration', 'AnomalyCount', 'LogCount', 'EndTime', 'ComponentCount', 'SplitReason', 'Nodes', 'StartTime'}) and 10 missing columns ({'Format', 'Type2', 'Timestamp', 'Flag', 'Type1', 'Component', 'Content', 'LineNumber', 'LogId', 'Node'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/hhuangbt/HPC_labeled_11_6/windows_summary.csv (at revision 6bdf101ac52cc7918415fd130bac1b26b9980cac)
              
              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.

LineNumber int64	LogId int64	Component string	Node string	Type1 string	Type2 string	Timestamp int64	Flag int64	Content string	Format string	Label string
80,966	2,261,811	UNKNOWN	node-224	node	status	1,060,081,291	-1	configured out	format3	Normal
84,765	2,261,811	UNKNOWN	node-224	node	status	1,060,081,291	-1	configured out	format3	Normal
84,766	2,261,810	UNKNOWN	node-192	node	status	1,060,081,291	-1	configured out	format3	Normal
80,060	2,261,810	UNKNOWN	node-192	node	status	1,060,081,291	-1	configured out	format3	Normal
80,967	2,261,810	UNKNOWN	node-192	node	status	1,060,081,291	-1	configured out	format3	Normal
80,059	2,261,811	UNKNOWN	node-224	node	status	1,060,081,291	-1	configured out	format3	Normal
81,805	2,261,810	UNKNOWN	node-192	node	status	1,060,081,291	-1	configured out	format3	Normal
81,804	2,261,811	UNKNOWN	node-224	node	status	1,060,081,291	-1	configured out	format3	Normal
304,158	2,550,225	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,441,820	1	Link in reset	format3	Normal
304,157	2,550,226	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,441,821	1	Link ok	format3	Normal
304,156	2,550,227	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,442,015	1	Link in reset	format3	Normal
304,155	2,550,228	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,442,018	1	Link ok	format3	Normal
304,154	2,550,229	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,442,035	1	Link in reset	format3	Normal
304,153	2,550,230	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,442,036	1	Link ok	format3	Normal
304,152	2,550,232	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,442,218	1	Link in reset	format3	Normal
304,151	2,550,233	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,442,219	1	Link ok	format3	Normal
304,150	2,550,236	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,443,076	1	Link in reset	format3	Normal
304,149	2,550,237	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,443,077	1	Link ok	format3	Normal
304,147	2,550,239	UNKNOWN	Interconnect-1T00	switch_module	error	1,072,443,293	1	Link error	format3	Anomaly
304,148	2,550,238	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,443,293	1	Link error	format3	Anomaly
304,146	2,550,240	UNKNOWN	Interconnect-1T02	switch_module	error	1,072,443,294	1	Link error	format3	Anomaly
304,144	2,550,242	UNKNOWN	Interconnect-1T01	switch_module	error	1,072,443,295	1	Link error	format3	Anomaly
304,145	2,550,241	UNKNOWN	Interconnect-1T03	switch_module	error	1,072,443,295	1	Link error	format3	Anomaly
304,143	2,550,244	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,443,508	1	Link in reset	format3	Normal
304,142	2,550,245	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,443,509	1	Link ok	format3	Normal
304,141	2,550,246	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,443,573	1	Link in reset	format3	Normal
304,140	2,550,247	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,443,574	1	Link ok	format3	Normal
304,139	2,550,256	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,446,260	1	Link in reset	format3	Normal
304,138	2,550,257	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,446,261	1	Link ok	format3	Normal
304,137	2,550,258	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,446,334	1	Link in reset	format3	Normal
304,136	2,550,259	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,446,335	1	Link ok	format3	Normal
304,135	2,550,260	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,447,509	1	Link in reset	format3	Normal
304,134	2,550,261	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,447,510	1	Link ok	format3	Normal
304,133	2,550,262	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,447,669	1	Link in reset	format3	Normal
304,132	2,550,263	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,447,670	1	Link ok	format3	Normal
304,131	2,550,268	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,448,838	1	Link in reset	format3	Normal
304,130	2,550,269	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,448,839	1	Link ok	format3	Normal
304,129	2,550,272	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,450,532	1	Link in reset	format3	Normal
304,128	2,550,273	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,450,533	1	Link ok	format3	Normal
148,435	2,550,276	UNKNOWN	node-39	node	temperature	1,072,450,710	1	ambient=26	format3	Normal
304,127	2,550,282	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,452,134	1	Link in reset	format3	Normal
304,126	2,550,283	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,452,135	1	Link ok	format3	Normal
304,125	2,550,288	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,452,922	1	Link in reset	format3	Normal
304,124	2,550,289	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,452,923	1	Link ok	format3	Normal
304,123	2,550,291	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,452,999	1	Link in reset	format3	Normal
304,122	2,550,292	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,453,000	1	Link ok	format3	Normal
304,121	2,550,297	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,454,060	1	Link in reset	format3	Normal
304,120	2,550,298	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,454,061	1	Link ok	format3	Normal
148,420	2,550,299	UNKNOWN	node-150	node	temperature	1,072,454,101	1	ambient=25	format3	Normal
304,119	2,550,300	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,454,704	1	Link error	format3	Anomaly
304,118	2,550,301	UNKNOWN	Interconnect-1T03	switch_module	error	1,072,454,705	1	Link error	format3	Anomaly
304,117	2,550,302	UNKNOWN	Interconnect-1T01	switch_module	error	1,072,454,705	1	Link error	format3	Anomaly
304,116	2,550,303	UNKNOWN	Interconnect-1T00	switch_module	error	1,072,454,705	1	Link error	format3	Anomaly
304,115	2,550,304	UNKNOWN	Interconnect-1T02	switch_module	error	1,072,454,705	1	Link error	format3	Anomaly
304,114	2,550,305	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,454,925	1	Link in reset	format3	Normal
304,113	2,550,306	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,454,926	1	Link ok	format3	Normal
304,112	2,550,307	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,454,977	1	Link in reset	format3	Normal
304,111	2,550,308	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,454,978	1	Link ok	format3	Normal
304,110	2,550,310	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,456,735	1	Link error	format3	Anomaly
304,109	2,550,311	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,456,995	1	Link in reset	format3	Normal
304,108	2,550,312	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,456,995	1	Link ok	format3	Normal
304,107	2,550,315	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,457,169	1	Link in reset	format3	Normal
304,106	2,550,316	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,457,170	1	Link ok	format3	Normal
304,105	2,550,318	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,457,604	1	Link in reset	format3	Normal
304,104	2,550,319	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,457,605	1	Link ok	format3	Normal
304,103	2,550,320	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,457,800	1	Link in reset	format3	Normal
304,102	2,550,321	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,457,801	1	Link ok	format3	Normal
304,101	2,550,324	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,459,747	1	Link in reset	format3	Normal
304,100	2,550,325	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,459,748	1	Link ok	format3	Normal
304,099	2,550,331	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,461,791	1	Link in reset	format3	Normal
304,098	2,550,332	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,461,792	1	Link ok	format3	Normal
304,097	2,550,337	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,462,712	1	Link in reset	format3	Normal
304,096	2,550,338	UNKNOWN	Interconnect-1N00	switch_module	error	1,072,462,712	1	Link in reset	format3	Normal
304,095	2,550,339	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,462,726	1	Link ok	format3	Normal
304,094	2,550,340	UNKNOWN	Interconnect-1N00	switch_module	error	1,072,462,726	1	Link ok	format3	Normal
304,093	2,550,341	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,462,727	1	Link in reset	format3	Normal
304,092	2,550,342	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,462,728	1	Link ok	format3	Normal
304,091	2,550,343	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,462,729	1	Link error	format3	Anomaly
304,090	2,550,344	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,462,790	1	Link in reset	format3	Normal
304,089	2,550,345	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,462,793	1	Link ok	format3	Normal
304,088	2,550,346	UNKNOWN	Interconnect-1N00	switch_module	error	1,072,462,794	1	Link in reset	format3	Normal
304,087	2,550,347	UNKNOWN	Interconnect-1N00	switch_module	error	1,072,462,795	1	Link ok	format3	Normal
304,086	2,550,348	UNKNOWN	Interconnect-1N00	switch_module	error	1,072,462,796	1	Link error	format3	Anomaly
3,047	2,550,351	UNKNOWN	node-34	action	start	1,072,463,050	1	boot (command 1873)	format3	Normal
304,085	2,550,352	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,463,106	1	Link in reset	format3	Normal
304,084	2,550,353	UNKNOWN	Interconnect-0N00	switch_module	error	1,072,463,114	1	Link ok	format3	Normal
304,083	2,550,354	UNKNOWN	Interconnect-1N00	switch_module	error	1,072,463,114	1	Link in reset	format3	Normal
304,082	2,550,355	UNKNOWN	Interconnect-1N00	switch_module	error	1,072,463,121	1	Link ok	format3	Normal
304,081	2,550,358	UNKNOWN	Interconnect-1N01	switch_module	error	1,072,463,176	1	Link error	format3	Anomaly
304,078	2,550,361	UNKNOWN	Interconnect-1T02	switch_module	error	1,072,463,177	1	Link error	format3	Anomaly
304,077	2,550,362	UNKNOWN	Interconnect-1T00	switch_module	error	1,072,463,177	1	Link error	format3	Anomaly
304,080	2,550,359	UNKNOWN	Interconnect-1T03	switch_module	error	1,072,463,177	1	Link error	format3	Anomaly
304,079	2,550,360	UNKNOWN	Interconnect-1T01	switch_module	error	1,072,463,177	1	Link error	format3	Anomaly
3,046	2,550,368	UNKNOWN	node-34	action	start	1,072,463,230	1	wait (command 1873)	format3	Normal
407,537	2,550,369	UNKNOWN	node-34	unix.hw	net.niff.up	1,072,463,238	1	NIFF: node node-34 has detected an available network connection on network 5.5.226.0 via interface alt0	format3	Normal
407,536	2,550,370	UNKNOWN	node-34	unix.hw	net.niff.up	1,072,463,238	1	NIFF: node node-34 has detected an available network connection on network 10.128.0.0 via interface ee0	format3	Normal
148,408	2,550,371	UNKNOWN	node-34	node	temperature	1,072,463,317	1	ambient=27	format3	Normal
304,076	2,550,373	UNKNOWN	Interconnect-1N03	switch_module	error	1,072,463,463	1	Link in reset	format3	Normal
304,075	2,550,374	UNKNOWN	Interconnect-0N03	switch_module	error	1,072,463,464	1	Link in reset	format3	Normal
304,074	2,550,375	UNKNOWN	Interconnect-1N03	switch_module	error	1,072,463,477	1	Link ok	format3	Normal

End of preview.