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Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
id: string
uuid: string
scenario_name: string
difficulty: string
rules: string
plan: string
metadata: string
q1_type: string
q1_question: string
q1_options: string
q1_correct_answers: string
q2_type: string
q2_question: string
q2_options: string
q2_correct_answers: string
q3_type: string
q3_question: string
q3_options: string
q3_correct_answers: string
file_name: string
prediction_file_name: string
to
{'file_name': Video(decode=True, stream_index=None, dimension_order='NCHW', num_ffmpeg_threads=1, device='cpu', seek_mode='exact'), 'prediction_file_name': Video(decode=True, stream_index=None, dimension_order='NCHW', num_ffmpeg_threads=1, device='cpu', seek_mode='exact'), 'id': Value('string'), 'uuid': Value('string'), 'scenario_name': Value('string'), 'difficulty': Value('string'), 'rules': Value('string'), 'plan': Value('string'), 'metadata': Value('string'), 'q1_type': Value('string'), 'q1_question': Value('string'), 'q1_options': Value('string'), 'q1_correct_answers': Value('string'), 'q2_type': Value('string'), 'q2_question': Value('string'), 'q2_options': Value('string'), 'q2_correct_answers': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
return get_rows(
^^^^^^^^^
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 77, in get_rows
rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2431, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 1952, in __iter__
for key, pa_table in self._iter_arrow():
^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 1975, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 503, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 350, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 191, in _generate_tables
yield (file_idx, batch_idx), self._cast_table(pa_table)
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 109, in _cast_table
pa_table = table_cast(pa_table, self.config.features.arrow_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
id: string
uuid: string
scenario_name: string
difficulty: string
rules: string
plan: string
metadata: string
q1_type: string
q1_question: string
q1_options: string
q1_correct_answers: string
q2_type: string
q2_question: string
q2_options: string
q2_correct_answers: string
q3_type: string
q3_question: string
q3_options: string
q3_correct_answers: string
file_name: string
prediction_file_name: string
to
{'file_name': Video(decode=True, stream_index=None, dimension_order='NCHW', num_ffmpeg_threads=1, device='cpu', seek_mode='exact'), 'prediction_file_name': Video(decode=True, stream_index=None, dimension_order='NCHW', num_ffmpeg_threads=1, device='cpu', seek_mode='exact'), 'id': Value('string'), 'uuid': Value('string'), 'scenario_name': Value('string'), 'difficulty': Value('string'), 'rules': Value('string'), 'plan': Value('string'), 'metadata': Value('string'), 'q1_type': Value('string'), 'q1_question': Value('string'), 'q1_options': Value('string'), 'q1_correct_answers': Value('string'), 'q2_type': Value('string'), 'q2_question': Value('string'), 'q2_options': Value('string'), 'q2_correct_answers': Value('string')}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
UnrealMLLM Test Dataset
Physics simulation videos with QA pairs for evaluating multimodal language models.
Columns
- file_name: Main simulation video (output.mp4)
- prediction_file_name: Prediction video (output_prediction.mp4)
- scenario_name: Name of the physics scenario
- difficulty: easy, medium, or hard
- rules: Applied physics rules
- q1_*/q2_*: Question-answer pairs
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