Datasets:

---

Jianwen

/

medvqa_answerability_router

like 0

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
id: string
question: string
modality: string
organ: string
image_b64: string
gold_should_answer: int64
gold_answer: string
gold_reason_code: string
real_proxy: struct<vlm: string, clip: string, max_calls: int64, injection: string>
  child 0, vlm: string
  child 1, clip: string
  child 2, max_calls: int64
  child 3, injection: string
note: string
scoring_config: struct<answerable: struct<correct: double, wrong: double, abstain: double>, unanswerable: struct<ans (... 90 chars omitted)
  child 0, answerable: struct<correct: double, wrong: double, abstain: double>
      child 0, correct: double
      child 1, wrong: double
      child 2, abstain: double
  child 1, unanswerable: struct<answer: double, abstain_right_reason: double, abstain_wrong_reason: double>
      child 0, answer: double
      child 1, abstain_right_reason: double
      child 2, abstain_wrong_reason: double
  child 2, rescale: string
splits: struct<visible_grade: string, heldout_grade: string, split_rule: string>
  child 0, visible_grade: string
  child 1, heldout_grade: string
  child 2, split_rule: string
scenario: string
results: struct<baseline: struct<method: string, visible: double, heldout: double>, sota: struct<method: stri (... 270 chars omitted)
  child 0, baseline: struct<method: string, visible: double, heldout: double>
      child 0, method: string
      child 1, visible: double
      child 2, heldout: double
  child 1, sota: struct<method: string, visible: double, heldout: double>
      child 0, me
...
d 0, method: string
      child 1, value: double
  child 3, floor_checks_heldout: struct<constant_always_answer_yes: double, constant_always_abstain_image_answerable: double, constan (... 56 chars omitted)
      child 0, constant_always_answer_yes: double
      child 1, constant_always_abstain_image_answerable: double
      child 2, constant_always_abstain_mismatched_image: double
      child 3, note: string
anti_leakage: struct<id_salted: bool, answers_and_reasons_sealed: bool, grading_labels_stripped: bool, real_proxy_ (... 86 chars omitted)
  child 0, id_salted: bool
  child 1, answers_and_reasons_sealed: bool
  child 2, grading_labels_stripped: bool
  child 3, real_proxy_no_salt: string
  child 4, internet_disabled: bool
  child 5, model_imports_forbidden_in_submission: bool
proxy_model: string
direction: string
data_source: struct<base: string, builder: string, perturbation_mix_target: struct<image_answerable: double, mism (... 145 chars omitted)
  child 0, base: string
  child 1, builder: string
  child 2, perturbation_mix_target: struct<image_answerable: double, mismatched_image_swap: double, mismatched_image_rewrite: double, ne (... 47 chars omitted)
      child 0, image_answerable: double
      child 1, mismatched_image_swap: double
      child 2, mismatched_image_rewrite: double
      child 3, needs_ehr: double
      child 4, insufficient_evidence: double
  child 3, reason_codes: list<item: string>
      child 0, item: string
metric: string
production_status: string
to
{'scenario': Value('string'), 'metric': Value('string'), 'direction': Value('string'), 'production_status': Value('string'), 'proxy_model': Value('string'), 'note': Value('string'), 'real_proxy': {'vlm': Value('string'), 'clip': Value('string'), 'max_calls': Value('int64'), 'injection': Value('string')}, 'data_source': {'base': Value('string'), 'builder': Value('string'), 'perturbation_mix_target': {'image_answerable': Value('float64'), 'mismatched_image_swap': Value('float64'), 'mismatched_image_rewrite': Value('float64'), 'needs_ehr': Value('float64'), 'insufficient_evidence': Value('float64')}, 'reason_codes': List(Value('string'))}, 'splits': {'visible_grade': Value('string'), 'heldout_grade': Value('string'), 'split_rule': Value('string')}, 'scoring_config': {'answerable': {'correct': Value('float64'), 'wrong': Value('float64'), 'abstain': Value('float64')}, 'unanswerable': {'answer': Value('float64'), 'abstain_right_reason': Value('float64'), 'abstain_wrong_reason': Value('float64')}, 'rescale': Value('string')}, 'results': {'baseline': {'method': Value('string'), 'visible': Value('float64'), 'heldout': Value('float64')}, 'sota': {'method': Value('string'), 'visible': Value('float64'), 'heldout': Value('float64')}, 'upper_bound': {'method': Value('string'), 'value': Value('float64')}, 'floor_checks_heldout': {'constant_always_answer_yes': Value('float64'), 'constant_always_abstain_image_answerable': Value('float64'), 'constant_always_abstain_mismatched_image': Value('float64'), 'note': Value('string')}}, 'anti_leakage': {'id_salted': Value('bool'), 'answers_and_reasons_sealed': Value('bool'), 'grading_labels_stripped': Value('bool'), 'real_proxy_no_salt': Value('string'), 'internet_disabled': Value('bool'), 'model_imports_forbidden_in_submission': Value('bool')}}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 147, 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 127, 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 478, 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
              id: string
              question: string
              modality: string
              organ: string
              image_b64: string
              gold_should_answer: int64
              gold_answer: string
              gold_reason_code: string
              real_proxy: struct<vlm: string, clip: string, max_calls: int64, injection: string>
                child 0, vlm: string
                child 1, clip: string
                child 2, max_calls: int64
                child 3, injection: string
              note: string
              scoring_config: struct<answerable: struct<correct: double, wrong: double, abstain: double>, unanswerable: struct<ans (... 90 chars omitted)
                child 0, answerable: struct<correct: double, wrong: double, abstain: double>
                    child 0, correct: double
                    child 1, wrong: double
                    child 2, abstain: double
                child 1, unanswerable: struct<answer: double, abstain_right_reason: double, abstain_wrong_reason: double>
                    child 0, answer: double
                    child 1, abstain_right_reason: double
                    child 2, abstain_wrong_reason: double
                child 2, rescale: string
              splits: struct<visible_grade: string, heldout_grade: string, split_rule: string>
                child 0, visible_grade: string
                child 1, heldout_grade: string
                child 2, split_rule: string
              scenario: string
              results: struct<baseline: struct<method: string, visible: double, heldout: double>, sota: struct<method: stri (... 270 chars omitted)
                child 0, baseline: struct<method: string, visible: double, heldout: double>
                    child 0, method: string
                    child 1, visible: double
                    child 2, heldout: double
                child 1, sota: struct<method: string, visible: double, heldout: double>
                    child 0, me
              ...
              d 0, method: string
                    child 1, value: double
                child 3, floor_checks_heldout: struct<constant_always_answer_yes: double, constant_always_abstain_image_answerable: double, constan (... 56 chars omitted)
                    child 0, constant_always_answer_yes: double
                    child 1, constant_always_abstain_image_answerable: double
                    child 2, constant_always_abstain_mismatched_image: double
                    child 3, note: string
              anti_leakage: struct<id_salted: bool, answers_and_reasons_sealed: bool, grading_labels_stripped: bool, real_proxy_ (... 86 chars omitted)
                child 0, id_salted: bool
                child 1, answers_and_reasons_sealed: bool
                child 2, grading_labels_stripped: bool
                child 3, real_proxy_no_salt: string
                child 4, internet_disabled: bool
                child 5, model_imports_forbidden_in_submission: bool
              proxy_model: string
              direction: string
              data_source: struct<base: string, builder: string, perturbation_mix_target: struct<image_answerable: double, mism (... 145 chars omitted)
                child 0, base: string
                child 1, builder: string
                child 2, perturbation_mix_target: struct<image_answerable: double, mismatched_image_swap: double, mismatched_image_rewrite: double, ne (... 47 chars omitted)
                    child 0, image_answerable: double
                    child 1, mismatched_image_swap: double
                    child 2, mismatched_image_rewrite: double
                    child 3, needs_ehr: double
                    child 4, insufficient_evidence: double
                child 3, reason_codes: list<item: string>
                    child 0, item: string
              metric: string
              production_status: string
              to
              {'scenario': Value('string'), 'metric': Value('string'), 'direction': Value('string'), 'production_status': Value('string'), 'proxy_model': Value('string'), 'note': Value('string'), 'real_proxy': {'vlm': Value('string'), 'clip': Value('string'), 'max_calls': Value('int64'), 'injection': Value('string')}, 'data_source': {'base': Value('string'), 'builder': Value('string'), 'perturbation_mix_target': {'image_answerable': Value('float64'), 'mismatched_image_swap': Value('float64'), 'mismatched_image_rewrite': Value('float64'), 'needs_ehr': Value('float64'), 'insufficient_evidence': Value('float64')}, 'reason_codes': List(Value('string'))}, 'splits': {'visible_grade': Value('string'), 'heldout_grade': Value('string'), 'split_rule': Value('string')}, 'scoring_config': {'answerable': {'correct': Value('float64'), 'wrong': Value('float64'), 'abstain': Value('float64')}, 'unanswerable': {'answer': Value('float64'), 'abstain_right_reason': Value('float64'), 'abstain_wrong_reason': Value('float64')}, 'rescale': Value('string')}, 'results': {'baseline': {'method': Value('string'), 'visible': Value('float64'), 'heldout': Value('float64')}, 'sota': {'method': Value('string'), 'visible': Value('float64'), 'heldout': Value('float64')}, 'upper_bound': {'method': Value('string'), 'value': Value('float64')}, 'floor_checks_heldout': {'constant_always_answer_yes': Value('float64'), 'constant_always_abstain_image_answerable': Value('float64'), 'constant_always_abstain_mismatched_image': Value('float64'), 'note': Value('string')}}, 'anti_leakage': {'id_salted': Value('bool'), 'answers_and_reasons_sealed': Value('bool'), 'grading_labels_stripped': Value('bool'), 'real_proxy_no_salt': Value('string'), 'internet_disabled': Value('bool'), 'model_imports_forbidden_in_submission': Value('bool')}}
              because column names don't match