Datasets:

---

WayBob

/

Disaster_Recognition_RemoteSense_EN_CN_JA

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 3 new columns ({'images', 'messages', 'id'}) and 10 missing columns ({'pre_disaster_metadata', 'post_disaster_mask', 'disaster', 'pre_disaster_mask', 'post_disaster_image', 'pre_disaster_image', 'post_disaster_metadata', 'pre_disaster_colormask', 'disaster_type', 'post_disaster_colormask'}).

This happened while the json dataset builder was generating data using

hf://datasets/WayBob/Disaster_Recognition_RemoteSense_EN_CN_JA/xview2_train_tier3_sharegpt.json (at revision d97a31fa0e7539fcca9a50f62110ec26096c0d26)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://huggingface.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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              id: string
              images: list<item: string>
                child 0, item: string
              messages: list<item: struct<from: string, value: string>>
                child 0, item: struct<from: string, value: string>
                    child 0, from: string
                    child 1, value: string
              -- schema metadata --
              pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 427
              to
              {'pre_disaster_image': Value('string'), 'post_disaster_image': Value('string'), 'pre_disaster_mask': Value('string'), 'post_disaster_mask': Value('string'), 'pre_disaster_colormask': Value('string'), 'post_disaster_colormask': Value('string'), 'disaster': Value('string'), 'disaster_type': Value('string'), 'pre_disaster_metadata': {'capture_date': Value('string'), 'sun_azimuth': Value('float64'), 'sun_elevation': Value('float64'), 'target_azimuth': Value('float64')}, 'post_disaster_metadata': {'capture_date': Value('string'), 'sun_azimuth': Value('float64'), 'sun_elevation': Value('float64'), 'target_azimuth': Value('float64')}}
              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 1334, 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 911, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 3 new columns ({'images', 'messages', 'id'}) and 10 missing columns ({'pre_disaster_metadata', 'post_disaster_mask', 'disaster', 'pre_disaster_mask', 'post_disaster_image', 'pre_disaster_image', 'post_disaster_metadata', 'pre_disaster_colormask', 'disaster_type', 'post_disaster_colormask'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/WayBob/Disaster_Recognition_RemoteSense_EN_CN_JA/xview2_train_tier3_sharegpt.json (at revision d97a31fa0e7539fcca9a50f62110ec26096c0d26)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://huggingface.co/docs/hub/datasets-manual-configuration#multiple-configurations)