Datasets:

---

Muneerali199

/

RakshakAI-v3-dataset

like 0

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
id: string
language: string
vulnerable_code: string
patched_code: string
cwe: string
severity: string
explanation: string
attack_scenario: string
secure_fix: string
source: string
source_license: string
is_vulnerable: bool
split: string
fingerprint: string
added_at: string
references: list<item: string>
  child 0, item: string
cve: string
owasp: null
cvss: double
explanation_source: string
has_trajectory: bool
trajectory: list<item: struct<step: int64, phase: string, action: string, observation: string>>
  child 0, item: struct<step: int64, phase: string, action: string, observation: string>
      child 0, step: int64
      child 1, phase: string
      child 2, action: string
      child 3, observation: string
sample_type: string
patch_alternative: string
dpo_type: string
dpo_chosen: string
dpo_rejected: string
chosen_label: string
rejected_label: string
chosen_explanation: string
rejected_explanation: string
commit_message: string
repo_url: string
file_paths: list<item: string>
  child 0, item: string
has_pipeline: bool
pipeline: list<item: struct<stage: string, action: string, observation: string>>
  child 0, item: struct<stage: string, action: string, observation: string>
      child 0, stage: string
      child 1, action: string
      child 2, observation: string
pipeline_goal: string
vulnerability_class: string
root_cause: string
exploit_primitive: string
impact: string
exploit_code: string
has_exploit: bool
edb_id: string
exploit_platform: string
exploit_type: string
messages: list<item: struct<role: string, content: string>>
  child 0, item: struct<role: string, content: string>
      child 0, role: string
      child 1, content: string
_meta: struct<id: string, cwe: string, severity: string, language: string, source: string, split: string, i (... 19 chars omitted)
  child 0, id: string
  child 1, cwe: string
  child 2, severity: string
  child 3, language: string
  child 4, source: string
  child 5, split: string
  child 6, is_vulnerable: bool
to
{'messages': List({'role': Value('string'), 'content': Value('string')}), '_meta': {'id': Value('string'), 'cwe': Value('string'), 'severity': Value('string'), 'language': Value('string'), 'source': Value('string'), 'split': Value('string'), 'is_vulnerable': Value('bool')}}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              id: string
              language: string
              vulnerable_code: string
              patched_code: string
              cwe: string
              severity: string
              explanation: string
              attack_scenario: string
              secure_fix: string
              source: string
              source_license: string
              is_vulnerable: bool
              split: string
              fingerprint: string
              added_at: string
              references: list<item: string>
                child 0, item: string
              cve: string
              owasp: null
              cvss: double
              explanation_source: string
              has_trajectory: bool
              trajectory: list<item: struct<step: int64, phase: string, action: string, observation: string>>
                child 0, item: struct<step: int64, phase: string, action: string, observation: string>
                    child 0, step: int64
                    child 1, phase: string
                    child 2, action: string
                    child 3, observation: string
              sample_type: string
              patch_alternative: string
              dpo_type: string
              dpo_chosen: string
              dpo_rejected: string
              chosen_label: string
              rejected_label: string
              chosen_explanation: string
              rejected_explanation: string
              commit_message: string
              repo_url: string
              file_paths: list<item: string>
                child 0, item: string
              has_pipeline: bool
              pipeline: list<item: struct<stage: string, action: string, observation: string>>
                child 0, item: struct<stage: string, action: string, observation: string>
                    child 0, stage: string
                    child 1, action: string
                    child 2, observation: string
              pipeline_goal: string
              vulnerability_class: string
              root_cause: string
              exploit_primitive: string
              impact: string
              exploit_code: string
              has_exploit: bool
              edb_id: string
              exploit_platform: string
              exploit_type: string
              messages: list<item: struct<role: string, content: string>>
                child 0, item: struct<role: string, content: string>
                    child 0, role: string
                    child 1, content: string
              _meta: struct<id: string, cwe: string, severity: string, language: string, source: string, split: string, i (... 19 chars omitted)
                child 0, id: string
                child 1, cwe: string
                child 2, severity: string
                child 3, language: string
                child 4, source: string
                child 5, split: string
                child 6, is_vulnerable: bool
              to
              {'messages': List({'role': Value('string'), 'content': Value('string')}), '_meta': {'id': Value('string'), 'cwe': Value('string'), 'severity': Value('string'), 'language': Value('string'), 'source': Value('string'), 'split': Value('string'), 'is_vulnerable': Value('bool')}}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, 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