Datasets:

yatsbm

/

TrafficFresh

like 0

Follow

YATSBM 6

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 49 new columns ({'End Date', 'Status 1022', 'Inspector/Supervisor', 'Emerg. Close', 'Remarks', 'Cozeep Mazeep', 'Request Date', 'Fwy-Dir', 'Planned Duration', 'Inspector 4', 'index', 'Reported Duration', 'DTM Area', 'End County', 'EA Number', 'Has Detour Map', 'Inspector 3', 'Meeting Place', 'Begin County', 'Begin State PM', 'Duration', 'Last Update', 'Cost Center', 'Status 1098 Date', 'Start Date', 'Status 1097 Date', 'Submitter', 'Begin Abs PM', 'Status 1022 Date', 'Associated Sensor Files', 'Log #', 'Total Lanes', 'End State PM', 'Facility', 'Status', 'Permit', 'Outside Chart Reason', 'Status 1097', 'Inspector/Field Rep', 'ID', 'Outside Chart Hours', 'Status 1098', 'End Abs PM', 'Closure Lanes', 'DB ID', 'Estimated Delay', 'Work Type', 'Chart Table', 'Clearance Impact'}) and 22 missing columns ({'sensor_id', 'Lane 3 Occ (%)', 'Lane 5 Occ (%)', 'CA PM', 'Lane 1 Speed (mph)', 'Occupancy (%)', 'Abs PM', 'Lane 4 Occ (%)', 'Lanes', 'Lane 1 Occ (%)', 'Lane 2 Occ (%)', 'Fwy', 'Sensor Type', 'Speed (mph)', 'City', 'Lane 3 Speed (mph)', 'Lane 4 Speed (mph)', 'Lane 5 Speed (mph)', 'County', 'Hour', 'Name', 'Lane 2 Speed (mph)'}).

This happened while the csv dataset builder was generating data using

hf://datasets/yatsbm/TrafficFresh/closure_tasks/traffic_lane_closure_split_data/associated_sensors/fwy_dir_I15-N.csv (at revision ce9c6bb5334a3dc4719e0039e82239170ad49f0c)

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 1869, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              index: int64
              ID: string
              Log #: int64
              District: int64
              Fwy-Dir: string
              Begin County: double
              Begin Abs PM: double
              Begin State PM: double
              End County: double
              End Abs PM: double
              End State PM: double
              Length: double
              Status: string
              DTM Area: double
              Work Type: string
              Start Date: string
              Status 1097: string
              Status 1097 Date: string
              End Date: string
              Status 1098: string
              Status 1098 Date: string
              Duration: string
              Planned Duration: int64
              Reported Duration: double
              Request Date: string
              Last Update: string
              Emerg. Close: int64
              Cozeep Mazeep: int64
              EA Number: string
              Has Detour Map: int64
              Chart Table: string
              Clearance Impact: int64
              Meeting Place: string
              Estimated Delay: double
              Outside Chart Hours: int64
              Outside Chart Reason: double
              Submitter: string
              Inspector/Supervisor: string
              Inspector/Field Rep: string
              Inspector 3: string
              Inspector 4: string
              Permit: double
              Cost Center: double
              Status 1022: string
              Status 1022 Date: string
              Remarks: string
              Type: string
              Facility: string
              Closure Lanes: double
              Total Lanes: int64
              DB ID: int64
              Associated Sensor Files: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 6619
              to
              {'Hour': Value(dtype='string', id=None), 'sensor_id': Value(dtype='int64', id=None), 'Occupancy (%)': Value(dtype='float64', id=None), 'Speed (mph)': Value(dtype='float64', id=None), 'Lane 1 Occ (%)': Value(dtype='float64', id=None), 'Lane 1 Speed (mph)': Value(dtype='float64', id=None), 'Lane 2 Occ (%)': Value(dtype='float64', id=None), 'Lane 2 Speed (mph)': Value(dtype='float64', id=None), 'Lane 3 Occ (%)': Value(dtype='float64', id=None), 'Lane 3 Speed (mph)': Value(dtype='float64', id=None), 'Lane 4 Occ (%)': Value(dtype='float64', id=None), 'Lane 4 Speed (mph)': Value(dtype='float64', id=None), 'Lane 5 Occ (%)': Value(dtype='float64', id=None), 'Lane 5 Speed (mph)': Value(dtype='float64', id=None), 'Fwy': Value(dtype='string', id=None), 'District': Value(dtype='int64', id=None), 'County': Value(dtype='string', id=None), 'City': Value(dtype='string', id=None), 'CA PM': Value(dtype='string', id=None), 'Abs PM': Value(dtype='float64', id=None), 'Length': Value(dtype='float64', id=None), 'Name': Value(dtype='string', id=None), 'Lanes': Value(dtype='int64', id=None), 'Type': Value(dtype='string', id=None), 'Sensor 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 1392, 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 1041, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1740, 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 1871, 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 49 new columns ({'End Date', 'Status 1022', 'Inspector/Supervisor', 'Emerg. Close', 'Remarks', 'Cozeep Mazeep', 'Request Date', 'Fwy-Dir', 'Planned Duration', 'Inspector 4', 'index', 'Reported Duration', 'DTM Area', 'End County', 'EA Number', 'Has Detour Map', 'Inspector 3', 'Meeting Place', 'Begin County', 'Begin State PM', 'Duration', 'Last Update', 'Cost Center', 'Status 1098 Date', 'Start Date', 'Status 1097 Date', 'Submitter', 'Begin Abs PM', 'Status 1022 Date', 'Associated Sensor Files', 'Log #', 'Total Lanes', 'End State PM', 'Facility', 'Status', 'Permit', 'Outside Chart Reason', 'Status 1097', 'Inspector/Field Rep', 'ID', 'Outside Chart Hours', 'Status 1098', 'End Abs PM', 'Closure Lanes', 'DB ID', 'Estimated Delay', 'Work Type', 'Chart Table', 'Clearance Impact'}) and 22 missing columns ({'sensor_id', 'Lane 3 Occ (%)', 'Lane 5 Occ (%)', 'CA PM', 'Lane 1 Speed (mph)', 'Occupancy (%)', 'Abs PM', 'Lane 4 Occ (%)', 'Lanes', 'Lane 1 Occ (%)', 'Lane 2 Occ (%)', 'Fwy', 'Sensor Type', 'Speed (mph)', 'City', 'Lane 3 Speed (mph)', 'Lane 4 Speed (mph)', 'Lane 5 Speed (mph)', 'County', 'Hour', 'Name', 'Lane 2 Speed (mph)'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/yatsbm/TrafficFresh/closure_tasks/traffic_lane_closure_split_data/associated_sensors/fwy_dir_I15-N.csv (at revision ce9c6bb5334a3dc4719e0039e82239170ad49f0c)
              
              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)