Datasets:

---

urecheM

/

llm-fpga-benchmark

Like 0

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 10 new columns ({'entity', 'title', 'functional_requirements', 'tags', 'properties', 'prompt', 'id', 'difficulty_score', 'suite_version', 'vhdl_reference'}) and 17 missing columns ({'inference_latency_s', 'synthesized', 'benchmark', 'run_id', 'seed', 'simulated', 'passed', 'model', 'failure_class', 'ffs', 'trial', 'duration_s', 'luts', 'est_fmax_mhz', 'compiled', 'hdl_lines', 'tokens'}).

This happened while the csv dataset builder was generating data using

hf://datasets/urecheM/llm-fpga-benchmark/benchmarks.csv (at revision 43cd5e1633a54fa5b362a0e979fc0530e709f2e9), ['hf://datasets/urecheM/llm-fpga-benchmark@43cd5e1633a54fa5b362a0e979fc0530e709f2e9/baseline_results.csv', 'hf://datasets/urecheM/llm-fpga-benchmark@43cd5e1633a54fa5b362a0e979fc0530e709f2e9/benchmarks.csv']

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)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._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
              title: string
              category: string
              difficulty_score: int64
              difficulty: string
              entity: string
              prompt: string
              functional_requirements: string
              properties: string
              tags: string
              suite_version: string
              vhdl_reference: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1709
              to
              {'run_id': Value('string'), 'model': Value('string'), 'benchmark': Value('string'), 'category': Value('string'), 'difficulty': Value('string'), 'trial': Value('int64'), 'passed': Value('int64'), 'compiled': Value('int64'), 'synthesized': Value('int64'), 'simulated': Value('int64'), 'failure_class': Value('string'), 'duration_s': Value('float64'), 'inference_latency_s': Value('float64'), 'tokens': Value('int64'), 'luts': Value('float64'), 'ffs': Value('float64'), 'est_fmax_mhz': Value('float64'), 'hdl_lines': Value('int64'), 'seed': Value('int64')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              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 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 10 new columns ({'entity', 'title', 'functional_requirements', 'tags', 'properties', 'prompt', 'id', 'difficulty_score', 'suite_version', 'vhdl_reference'}) and 17 missing columns ({'inference_latency_s', 'synthesized', 'benchmark', 'run_id', 'seed', 'simulated', 'passed', 'model', 'failure_class', 'ffs', 'trial', 'duration_s', 'luts', 'est_fmax_mhz', 'compiled', 'hdl_lines', 'tokens'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/urecheM/llm-fpga-benchmark/benchmarks.csv (at revision 43cd5e1633a54fa5b362a0e979fc0530e709f2e9), ['hf://datasets/urecheM/llm-fpga-benchmark@43cd5e1633a54fa5b362a0e979fc0530e709f2e9/baseline_results.csv', 'hf://datasets/urecheM/llm-fpga-benchmark@43cd5e1633a54fa5b362a0e979fc0530e709f2e9/benchmarks.csv']
              
              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)