Datasets:

smpark00

/

space_apps_2024_seismic_detection

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 1 new columns ({'velocity(m/s)'}) and 3 missing columns ({'filename', 'mq_type', 'evid'}).

This happened while the csv dataset builder was generating data using

hf://datasets/smpark00/space_apps_2024_seismic_detection/lunar/training/data/S12_GradeA/xa.s12.00.mhz.1970-01-19HR00_evid00002.csv (at revision a763d27b3a1f486f5a0ca25ea89b3d520ce8e312)

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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              time_abs(%Y-%m-%dT%H:%M:%S.%f): string
              time_rel(sec): double
              velocity(m/s): double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 677
              to
              {'filename': Value(dtype='string', id=None), 'time_abs(%Y-%m-%dT%H:%M:%S.%f)': Value(dtype='string', id=None), 'time_rel(sec)': Value(dtype='float64', id=None), 'evid': Value(dtype='string', id=None), 'mq_type': Value(dtype='string', id=None)}
              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 1391, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 990, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1884, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2015, 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 1 new columns ({'velocity(m/s)'}) and 3 missing columns ({'filename', 'mq_type', 'evid'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/smpark00/space_apps_2024_seismic_detection/lunar/training/data/S12_GradeA/xa.s12.00.mhz.1970-01-19HR00_evid00002.csv (at revision a763d27b3a1f486f5a0ca25ea89b3d520ce8e312)
              
              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)