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iprotogeros
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cornetto-benchmark

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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
step: int64
fault_id: string
status: string
target_id: int64
routes_changed: int64
flows_changed: int64
forwarding_changed: bool
forwarding_groups_total: int64
candidate_snapshot: string
config_patch: double
config_files: string
config_files_changed: int64
config_lines_added: int64
config_lines_removed: int64
baseline_loc: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2142
to
{'predicate_type': Value('string'), 'node': Value('string'), 'prefix': Value('string'), 'waypoint': Value('string'), 'num_routes': Value('float64'), 'sources': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 764, in write_table
                  self.write_rows_on_file()  # in case there are buffered rows to write first
                  ^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
                  self._write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              step: int64
              fault_id: string
              status: string
              target_id: int64
              routes_changed: int64
              flows_changed: int64
              forwarding_changed: bool
              forwarding_groups_total: int64
              candidate_snapshot: string
              config_patch: double
              config_files: string
              config_files_changed: int64
              config_lines_added: int64
              config_lines_removed: int64
              baseline_loc: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2142
              to
              {'predicate_type': Value('string'), 'node': Value('string'), 'prefix': Value('string'), 'waypoint': Value('string'), 'num_routes': Value('float64'), 'sources': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, 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 15 new columns ({'baseline_loc', 'config_files', 'fault_id', 'step', 'candidate_snapshot', 'config_files_changed', 'flows_changed', 'status', 'forwarding_groups_total', 'routes_changed', 'target_id', 'config_lines_removed', 'config_lines_added', 'config_patch', 'forwarding_changed'}) and 6 missing columns ({'sources', 'node', 'predicate_type', 'num_routes', 'prefix', 'waypoint'}).
              
              This happened while the csv dataset builder was generating data using
              
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(origin=hf://datasets/iprotogeros/cornetto-benchmark@717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-228/specifications/specifications_75pct.csv), /tmp/hf-datasets-cache/medium/datasets/45301874702118-config-parquet-and-info-iprotogeros-cornetto-benc-b939a2bf/hub/datasets--iprotogeros--cornetto-benchmark/snapshots/717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-229/specifications/specifications_100pct.csv (origin=hf://datasets/iprotogeros/cornetto-benchmark@717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-229/specifications/specifications_100pct.csv), /tmp/hf-datasets-cache/medium/datasets/45301874702118-config-parquet-and-info-iprotogeros-cornetto-benc-b939a2bf/hub/datasets--iprotogeros--cornetto-benchmark/snapshots/717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-229/specifications/specifications_10pct.csv (origin=hf://datasets/iprotogeros/cornetto-benchmark@717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-229/specifications/specifications_10pct.csv), /tmp/hf-datasets-cache/medium/datasets/45301874702118-config-parquet-and-info-iprotogeros-cornetto-benc-b939a2bf/hub/datasets--iprotogeros--cornetto-benchmark/snapshots/717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-229/specifications/specifications_20pct.csv (origin=hf://datasets/iprotogeros/cornetto-benchmark@717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-229/specifications/specifications_20pct.csv), /tmp/hf-datasets-cache/medium/datasets/45301874702118-config-parquet-and-info-iprotogeros-cornetto-benc-b939a2bf/hub/datasets--iprotogeros--cornetto-benchmark/snapshots/717b90a828832645ce756691bde68c194bbd43dc/main_dataset/scenario-229/specifications/specifications_2pct.csv 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              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)
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1821, in _prepare_split_single
                  num_examples, num_bytes = writer.finalize()
                                            ^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 781, in finalize
                  self.write_rows_on_file()
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
                  self._write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              step: int64
              fault_id: string
              status: string
              target_id: int64
              routes_changed: int64
              flows_changed: int64
              forwarding_changed: bool
              forwarding_groups_total: int64
              candidate_snapshot: string
              config_patch: double
              config_files: string
              config_files_changed: int64
              config_lines_added: int64
              config_lines_removed: int64
              baseline_loc: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2142
              to
              {'predicate_type': Value('string'), 'node': Value('string'), 'prefix': Value('string'), 'waypoint': Value('string'), 'num_routes': Value('float64'), 'sources': Value('string')}
              because column names don't match
              
              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 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1832, 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
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.
predicate_type string	node string	prefix string	waypoint null	num_routes null	sources string
isolation	0_as65002_linz	10.181.0.0/31	null	null	intact
isolation	0_as65002_linz	10.181.0.16/31	null	null	intact
isolation	0_as65002_linz	10.181.0.18/31	null	null	intact
isolation	0_as65002_linz	10.181.0.2/31	null	null	intact
isolation	0_as65002_linz	10.181.0.22/31	null	null	intact
isolation	0_as65002_linz	10.181.0.24/31	null	null	intact
isolation	0_as65002_linz	10.181.0.26/31	null	null	intact
isolation	0_as65002_linz	10.181.0.30/31	null	null	intact
isolation	0_as65002_linz	10.181.0.32/31	null	null	intact
isolation	0_as65002_linz	10.181.0.34/31	null	null	intact
isolation	0_as65002_linz	10.181.0.36/31	null	null	intact
isolation	0_as65002_linz	10.181.0.38/31	null	null	intact
isolation	0_as65002_linz	10.181.0.4/31	null	null	intact
isolation	0_as65002_linz	10.181.0.40/31	null	null	intact
isolation	0_as65002_linz	10.181.0.42/31	null	null	intact
isolation	0_as65002_linz	10.181.0.44/31	null	null	intact
isolation	0_as65002_linz	10.181.0.46/31	null	null	intact
isolation	0_as65002_linz	10.181.0.48/31	null	null	intact
isolation	0_as65002_linz	10.181.0.6/31	null	null	intact
isolation	0_as65002_linz	10.181.1.50/31	null	null	intact
isolation	0_as65002_linz	10.181.1.52/31	null	null	intact
isolation	0_as65002_linz	10.181.1.54/31	null	null	intact
isolation	0_as65002_linz	10.181.1.56/31	null	null	intact
isolation	0_as65002_linz	10.181.1.58/31	null	null	intact
isolation	0_as65002_linz	10.181.1.60/31	null	null	intact
isolation	0_as65002_linz	10.181.1.62/31	null	null	intact
reachability	0_as65002_linz	10.180.0.1/32	null	null	intact
reachability	0_as65002_linz	10.180.0.10/32	null	null	intact
reachability	0_as65002_linz	10.180.0.100/32	null	null	intact
reachability	0_as65002_linz	10.180.0.101/32	null	null	intact
reachability	0_as65002_linz	10.180.0.102/32	null	null	intact
reachability	0_as65002_linz	10.180.0.103/32	null	null	intact
reachability	0_as65002_linz	10.180.0.105/32	null	null	intact
reachability	0_as65002_linz	10.180.0.11/32	null	null	intact
reachability	0_as65002_linz	10.180.0.12/32	null	null	intact
reachability	0_as65002_linz	10.180.0.14/32	null	null	intact
reachability	0_as65002_linz	10.180.0.2/32	null	null	intact
reachability	0_as65002_linz	10.180.0.5/32	null	null	intact
reachability	0_as65002_linz	10.180.0.6/32	null	null	intact
reachability	0_as65002_linz	10.180.0.7/32	null	null	intact
reachability	0_as65002_linz	10.180.0.8/32	null	null	intact
reachability	0_as65002_linz	10.180.0.9/32	null	null	intact
reachability	0_as65002_linz	10.180.0.98/32	null	null	intact
reachability	0_as65002_linz	10.180.0.99/32	null	null	intact
reachability	0_as65002_linz	10.181.0.0/32	null	null	intact
reachability	0_as65002_linz	10.181.0.2/32	null	null	intact
reachability	0_as65002_linz	10.181.0.4/32	null	null	intact
reachability	0_as65002_linz	10.181.0.6/32	null	null	intact
reachability	0_as65002_linz	10.200.14.0/24	null	null	intact
reachability	0_as65002_linz	10.200.15.0/24	null	null	intact
reachability	0_as65002_linz	10.200.16.0/24	null	null	intact
reachability	0_as65002_linz	10.200.17.0/24	null	null	intact
reachability	0_as65002_linz	10.200.18.0/24	null	null	intact
reachability	0_as65002_linz	10.200.19.0/24	null	null	intact
reachability	0_as65002_linz	10.200.36.0/24	null	null	intact
reachability	0_as65002_linz	10.200.37.0/24	null	null	intact
reachability	0_as65002_linz	10.200.38.0/24	null	null	intact
reachability	0_as65002_linz	10.200.39.0/24	null	null	intact
reachability	0_as65002_linz	10.200.48.0/24	null	null	intact
reachability	0_as65002_linz	10.200.49.0/24	null	null	intact
reachability	0_as65002_linz	10.200.50.0/24	null	null	intact
reachability	0_as65002_linz	10.200.51.0/24	null	null	intact
waypointing	0_as65002_linz	10.180.0.10/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.10/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.10/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.100/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.101/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.101/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.101/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.102/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.102/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.103/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.103/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.105/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.105/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.105/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.11/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.12/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.12/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.14/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.14/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.2/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.5/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.5/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.5/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.5/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.6/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.6/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.7/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.7/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.7/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.8/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.8/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.8/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.8/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.9/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.9/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.9/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.98/32	null	null	intact
waypointing	0_as65002_linz	10.180.0.98/32	null	null	intact
End of preview.
dataset for Cornetto: A benchmark for LLM-Driven network configuration repair
Paper: https://arxiv.org/abs/2604.22513
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Paper for iprotogeros/cornetto-benchmark

Benchmarking LLM-Driven Network Configuration Repair

Paper • 2604.22513 • Published 20 days ago