Datasets:

alirezaaminzadeh
/

or-agent-execution-traces

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
task: string
workspace_id: string
files_opened: list<item: string>
  child 0, item: string
actions: list<item: struct<agent: string, action: string, n_files: int64, files: list<item: string>, problem_ (... 30 chars omitted)
  child 0, item: struct<agent: string, action: string, n_files: int64, files: list<item: string>, problem_type: strin (... 18 chars omitted)
      child 0, agent: string
      child 1, action: string
      child 2, n_files: int64
      child 3, files: list<item: string>
          child 0, item: string
      child 4, problem_type: string
      child 5, status: string
model_changes: list<item: struct<step: string, problem_type: string>>
  child 0, item: struct<step: string, problem_type: string>
      child 0, step: string
      child 1, problem_type: string
solver_output: struct<status: string, objective: double, solve_time_sec: double, variable_values: struct<y_1: doubl (... 220 chars omitted)
  child 0, status: string
  child 1, objective: double
  child 2, solve_time_sec: double
  child 3, variable_values: struct<y_1: double, y_2: double, y_3: double, y_4: double, y_5: double, x_3_2: double, x_3_3: double (... 91 chars omitted)
      child 0, y_1: double
      child 1, y_2: double
      child 2, y_3: double
      child 3, y_4: double
      child 4, y_5: double
      child 5, x_3_2: double
      child 6, x_3_3: double
      child 7, x_3_7: double
      child 8, x_3_8: double
      child 9, x_5_1: double
      child 10, x_5_4: double
      child 11, x_5_5: double
      child 12, x_5_6: double
  child 4, solver: string
  child 5, feasible: bool
  child 6, error: null
final_result: struct<task: string, feasible: bool, objective: double, comparison: null, explanation: null>
  child 0, task: string
  child 1, feasible: bool
  child 2, objective: double
  child 3, comparison: null
  child 4, explanation: null
success: bool
description: string
source_benchmark: string
n_traces: int64
name: string
fields: list<item: string>
  child 0, item: string
traces: list<item: struct<trace_id: string, task: string, workspace_id: string, success: bool, n_actions: in (... 5 chars omitted)
  child 0, item: struct<trace_id: string, task: string, workspace_id: string, success: bool, n_actions: int64>
      child 0, trace_id: string
      child 1, task: string
      child 2, workspace_id: string
      child 3, success: bool
      child 4, n_actions: int64
to
{'name': Value('string'), 'description': Value('string'), 'source_benchmark': Value('string'), 'n_traces': Value('int64'), 'fields': List(Value('string')), 'traces': List({'trace_id': Value('string'), 'task': Value('string'), 'workspace_id': Value('string'), 'success': Value('bool'), 'n_actions': Value('int64')})}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 149, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 129, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 489, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2818, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2355, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2380, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                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
              task: string
              workspace_id: string
              files_opened: list<item: string>
                child 0, item: string
              actions: list<item: struct<agent: string, action: string, n_files: int64, files: list<item: string>, problem_ (... 30 chars omitted)
                child 0, item: struct<agent: string, action: string, n_files: int64, files: list<item: string>, problem_type: strin (... 18 chars omitted)
                    child 0, agent: string
                    child 1, action: string
                    child 2, n_files: int64
                    child 3, files: list<item: string>
                        child 0, item: string
                    child 4, problem_type: string
                    child 5, status: string
              model_changes: list<item: struct<step: string, problem_type: string>>
                child 0, item: struct<step: string, problem_type: string>
                    child 0, step: string
                    child 1, problem_type: string
              solver_output: struct<status: string, objective: double, solve_time_sec: double, variable_values: struct<y_1: doubl (... 220 chars omitted)
                child 0, status: string
                child 1, objective: double
                child 2, solve_time_sec: double
                child 3, variable_values: struct<y_1: double, y_2: double, y_3: double, y_4: double, y_5: double, x_3_2: double, x_3_3: double (... 91 chars omitted)
                    child 0, y_1: double
                    child 1, y_2: double
                    child 2, y_3: double
                    child 3, y_4: double
                    child 4, y_5: double
                    child 5, x_3_2: double
                    child 6, x_3_3: double
                    child 7, x_3_7: double
                    child 8, x_3_8: double
                    child 9, x_5_1: double
                    child 10, x_5_4: double
                    child 11, x_5_5: double
                    child 12, x_5_6: double
                child 4, solver: string
                child 5, feasible: bool
                child 6, error: null
              final_result: struct<task: string, feasible: bool, objective: double, comparison: null, explanation: null>
                child 0, task: string
                child 1, feasible: bool
                child 2, objective: double
                child 3, comparison: null
                child 4, explanation: null
              success: bool
              description: string
              source_benchmark: string
              n_traces: int64
              name: string
              fields: list<item: string>
                child 0, item: string
              traces: list<item: struct<trace_id: string, task: string, workspace_id: string, success: bool, n_actions: in (... 5 chars omitted)
                child 0, item: struct<trace_id: string, task: string, workspace_id: string, success: bool, n_actions: int64>
                    child 0, trace_id: string
                    child 1, task: string
                    child 2, workspace_id: string
                    child 3, success: bool
                    child 4, n_actions: int64
              to
              {'name': Value('string'), 'description': Value('string'), 'source_benchmark': Value('string'), 'n_traces': Value('int64'), 'fields': List(Value('string')), 'traces': List({'trace_id': Value('string'), 'task': Value('string'), 'workspace_id': Value('string'), 'success': Value('bool'), 'n_actions': Value('int64')})}
              because column names don't match

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or-agent-execution-traces

Structured execution traces from the ORForge full-lifecycle OR engineering agent.

Schema

Field	Description
`task`	BUILD, REVISE, or EXPLAIN
`files_opened`	Workspace files accessed by the agent
`actions`	Ordered agent actions with payloads
`model_changes`	Parameter and model modifications
`solver_output`	Solver status, objective, variable values
`final_result`	Task outcome summary
`success`	Whether the task completed successfully