Datasets:

---

Sophie508

/

SPEAR_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 7 new columns ({'primary_cues', 'n_anomalies', 'top_feature', 'rationale', 'top_auc', 'features', 'confidence'})

This happened while the json dataset builder was generating data using

hf://datasets/Sophie508/SPEAR_benchmark/AQA_result_v2/19LA_eval/rationales_checkpoint.json (at revision fa3ac39e7c1e4b83f57568a5e63b504027bfea08), [/tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/benchmark_qa.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/benchmark_qa.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/rationales_checkpoint.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/rationales_checkpoint.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/benchmark_qa.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/benchmark_qa.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/rationales_checkpoint.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/rationales_checkpoint.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/benchmark_qa.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/benchmark_qa.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/rationales_checkpoint.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/rationales_checkpoint.json)], ['hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/benchmark_qa.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/rationales_checkpoint.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/benchmark_qa.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/rationales_checkpoint.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/benchmark_qa.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/rationales_checkpoint.json']

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/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              file_id: string
              audio_path: string
              label: string
              attack_type: string
              features: struct<bandwidth_mean: double, rms_cv: double, silence_ratio: double, mfcc_6_mean: double, mfcc_8_me (... 238 chars omitted)
                child 0, bandwidth_mean: double
                child 1, rms_cv: double
                child 2, silence_ratio: double
                child 3, mfcc_6_mean: double
                child 4, mfcc_8_mean: double
                child 5, rolloff_mean: double
                child 6, f0_std: double
                child 7, rms_mean: double
                child 8, voiced_ratio: double
                child 9, f0_jump_rate: double
                child 10, rolloff_std: double
                child 11, mfcc_1_mean: double
                child 12, mfcc_2_mean: double
                child 13, mfcc_4_mean: double
                child 14, mfcc_9_mean: double
                child 15, mfcc_17_mean: double
              confidence: string
              n_anomalies: int64
              top_feature: string
              top_auc: double
              primary_cues: list<item: string>
                child 0, item: string
              rationale: string
              qa_pairs: null
              -- schema metadata --
              huggingface: '{"info": {"features": {"file_id": {"dtype": "string", "_typ' + 1457
              to
              {'file_id': Value('string'), 'audio_path': Value('string'), 'label': Value('string'), 'attack_type': Value('string'), 'qa_pairs': List(Json(decode=True))}
              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 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              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 7 new columns ({'primary_cues', 'n_anomalies', 'top_feature', 'rationale', 'top_auc', 'features', 'confidence'})
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/Sophie508/SPEAR_benchmark/AQA_result_v2/19LA_eval/rationales_checkpoint.json (at revision fa3ac39e7c1e4b83f57568a5e63b504027bfea08), [/tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/benchmark_qa.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/benchmark_qa.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/rationales_checkpoint.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/rationales_checkpoint.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/benchmark_qa.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/benchmark_qa.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/rationales_checkpoint.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/rationales_checkpoint.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/benchmark_qa.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/benchmark_qa.json), /tmp/hf-datasets-cache/medium/datasets/47109751103165-config-parquet-and-info-Sophie508-SPEAR_benchmark-911c923e/hub/datasets--Sophie508--SPEAR_benchmark/snapshots/fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/rationales_checkpoint.json (origin=hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/rationales_checkpoint.json)], ['hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/benchmark_qa.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/19LA_eval/rationales_checkpoint.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/benchmark_qa.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v2/21LA_eval/rationales_checkpoint.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/benchmark_qa.json', 'hf://datasets/Sophie508/SPEAR_benchmark@fa3ac39e7c1e4b83f57568a5e63b504027bfea08/AQA_result_v3/21LA_eval/rationales_checkpoint.json']
              
              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)