Datasets:

---

lqliu

/

pipvis

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 6 new columns ({'ped_id', 'occlusion_state', 'prediction_subset', 'behaviour_state', 'intersection_type', 'motion_state'}) and 13 missing columns ({'exp_start_point', 'crossing', 'num_lanes', 'critical_point', 'intersection', 'gender', 'intention_prob', 'age', 'source_file', 'signalized', 'id', 'traffic_direction', 'crossing_point'}).

This happened while the csv dataset builder was generating data using

hf://datasets/lqliu/pipvis/Data-Prep/PIE_val_all_updated.csv (at revision df0628a21fbcb8ab154cf265bd09d6c2b98bcd33), ['hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_annot_attrb_val.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_val_all_updated.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_val_occ_updated.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_val_vehicle.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_fn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_fp.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_tn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_tp.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_fn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_fp.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_tn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_tp.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/python3.12/site-packages/datasets/builder.py", line 1837, 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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              ped_id: string
              occlusion_state: string
              behaviour_state: string
              intersection_type: string
              motion_state: string
              prediction_subset: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1025
              to
              {'age': Value('string'), 'critical_point': Value('int64'), 'crossing': Value('int64'), 'crossing_point': Value('int64'), 'exp_start_point': Value('int64'), 'gender': Value('string'), 'id': Value('string'), 'intention_prob': Value('float64'), 'intersection': Value('string'), 'num_lanes': Value('int64'), 'signalized': Value('string'), 'traffic_direction': Value('string'), 'source_file': Value('string')}
              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 1361, 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 940, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 6 new columns ({'ped_id', 'occlusion_state', 'prediction_subset', 'behaviour_state', 'intersection_type', 'motion_state'}) and 13 missing columns ({'exp_start_point', 'crossing', 'num_lanes', 'critical_point', 'intersection', 'gender', 'intention_prob', 'age', 'source_file', 'signalized', 'id', 'traffic_direction', 'crossing_point'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/lqliu/pipvis/Data-Prep/PIE_val_all_updated.csv (at revision df0628a21fbcb8ab154cf265bd09d6c2b98bcd33), ['hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_annot_attrb_val.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_val_all_updated.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_val_occ_updated.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/PIE_val_vehicle.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_fn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_fp.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_tn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/annot-data/PIE_annot_attrb_val_tp.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_fn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_fp.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_tn.csv', 'hf://datasets/lqliu/pipvis@df0628a21fbcb8ab154cf265bd09d6c2b98bcd33/Data-Prep/obd-data/PIE_vehicle_val_tp.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)