Datasets:

---

Duplicated from  zhwang1/TreeFinder

ai-spatial

/

TreeFinder

like 0

Follow

AI4Space 3

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 2 new columns ({'TreeTypes', 'ClimateType'})

This happened while the csv dataset builder was generating data using

hf://datasets/ai-spatial/TreeFinder/tile_info224_v3_aux.csv (at revision 4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf), [/tmp/hf-datasets-cache/medium/datasets/53595925717184-config-parquet-and-info-ai-spatial-TreeFinder-cda201c8/hub/datasets--ai-spatial--TreeFinder/snapshots/4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3.csv (origin=hf://datasets/ai-spatial/TreeFinder@4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3.csv), /tmp/hf-datasets-cache/medium/datasets/53595925717184-config-parquet-and-info-ai-spatial-TreeFinder-cda201c8/hub/datasets--ai-spatial--TreeFinder/snapshots/4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3_aux.csv (origin=hf://datasets/ai-spatial/TreeFinder@4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3_aux.csv), /tmp/hf-datasets-cache/medium/datasets/53595925717184-config-parquet-and-info-ai-spatial-TreeFinder-cda201c8/hub/datasets--ai-spatial--TreeFinder/snapshots/4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tiles224_v3.zip (origin=hf://datasets/ai-spatial/TreeFinder@4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tiles224_v3.zip)]

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
              FileName: string
              FilePath: string
              ImageRawID: string
              ImageRawPath: string
              State: string
              ImageIndex: int64
              TileIndex: int64
              LabelSize: int64
              NoDataSize: int64
              ClimateType: string
              TreeTypes: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1553
              to
              {'FileName': Value('string'), 'FilePath': Value('string'), 'ImageRawID': Value('string'), 'ImageRawPath': Value('string'), 'State': Value('string'), 'ImageIndex': Value('int64'), 'TileIndex': Value('int64'), 'LabelSize': Value('int64'), 'NoDataSize': Value('int64')}
              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 2 new columns ({'TreeTypes', 'ClimateType'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ai-spatial/TreeFinder/tile_info224_v3_aux.csv (at revision 4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf), [/tmp/hf-datasets-cache/medium/datasets/53595925717184-config-parquet-and-info-ai-spatial-TreeFinder-cda201c8/hub/datasets--ai-spatial--TreeFinder/snapshots/4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3.csv (origin=hf://datasets/ai-spatial/TreeFinder@4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3.csv), /tmp/hf-datasets-cache/medium/datasets/53595925717184-config-parquet-and-info-ai-spatial-TreeFinder-cda201c8/hub/datasets--ai-spatial--TreeFinder/snapshots/4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3_aux.csv (origin=hf://datasets/ai-spatial/TreeFinder@4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tile_info224_v3_aux.csv), /tmp/hf-datasets-cache/medium/datasets/53595925717184-config-parquet-and-info-ai-spatial-TreeFinder-cda201c8/hub/datasets--ai-spatial--TreeFinder/snapshots/4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tiles224_v3.zip (origin=hf://datasets/ai-spatial/TreeFinder@4ac4aaf4ef9a1ac0b0b5d7959464272875a454cf/tiles224_v3.zip)]
              
              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)